RECHERCHE |
Publications

Mohamed Aymen Ben Hajkacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

An Accelerated MapReduce-based K-prototypes for Big Data,

5th International Symposium“From Data to Models and Back (DataMod)”, Vienna, 8 July , 2016

ABIR SMITI

, Zied ELOUEDI

Fuzzy Density Based Clustering method: Soft DBSCAN-GM,

Feature Selection From Partially Uncertain Data Within the Belief Function Framework,

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

An Accelerated MapReduce-based K-prototypes for Big Data. ,

In proceeding of 5th International Symposium “From Data to Models and Back (DataMod), LNCS, Vienna, Austria. Springer , 2016

Azza Zidi

, Nahla Ben Amor

, Raouia Ayachi

Fuzzy non‐cooperative bargaining process of international climate change negotiations : Case of the Kyoto Protocol ,

25èmes rencontres francophones sur la logique floue et ses applications (LFA'2016). La rochelle (France) , 2016

Fatma Ezzahra Bousnina

, Sayda Elmi

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Allel Hadjali and Boutheina Ben Yaghlane

Object-Relational Implementation of Evidential Databases,

, 2016

Fatma Ezzahra Bousnina

, Sayda Elmi

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Allel Hadjali and Boutheina Ben Yaghlane

Object-relational implementation of evidential databases,

International Conference on Digital Economy (ICDEc), IEEE, Carthage (Tunisie), 28-30 Avril 2016 , 2016 http://ieeexplore.ieee.org/abstract/document/7563149/

Imen BOUKHRIS

, Raouia Ayachi

, Zied ELOUEDI

, Sehl Mellouli

, Nahla BEN AMOR

Decision Model for Policy-Makers in the Context of Citizens Engagement: Application on Participatory budgeting,

Social Science Computer Review, SSCR , 2016

Ines Berrazega

, Rim Faiz

, Asma Bouhafs

, Ghassan Mourad

A Knowledge-based Approach for Provisions’ Categorization in Arabic Normative Texts,

In proceedings of the Computer Science On-line Conference CSOC 2016, 27-30 April 2016. , 2016

Ines Berrazega

, Rim Faiz

, Ghassan Mourad

, Asma Bouhafs

A linguistic Method for Arabic Normative Provisions’ Annotation based on Contextual Exploration,

In proceedings of the 7th International Conference on Information and Communication Systems ICICS2016, 5-7 April 2016, Irbid, Jordan. , 2016

Ines Berrazega

, Rim Faiz

, Asma Bouhafs

, Ghassan Mourad

A Semantic Annotation Model for Arabic Legal Texts,

In proceedings of the 9th Hellenic Conference on Artificial Intelligence SETN2016, 18-20 May 2016, Thessaloniki, Greece. , 2016

Lina Abassi

, Imen Boukhris

Crowd Label Aggregation under a Belief Function Framework,

International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pages 185–196 , 2016

Manel Slokom

, Raouia Ayachi

A Hybrid User and Item Based Collaborative Filtering Approach by Possibilistic Similarity Fusion,

I. Hatzilygeroudis et al. (eds.), Advances in Combining Intelligent Methods, Intelligent Systems Reference Library , 2016

Marouene CHAIEB

, Jaber JEMAI

, Khaled Mellouli

A hierarchical modeling and solving approach for the Home Health Care Scheduling Problem,

, 2016 http://dasa.tdasociety.org/

[BibTeX...]

The Home Health Care Scheduling Problem (HCSP) is an optimization problem representing an emerging approach for delivering health care services. Home health care consists of assigning a set of caregivers or nurses to provide health service to patients at their home. Nowadays, such kind of services are highly requested due to the increasing of number of elderly peoples who need to be treated at their homes. Moreover, the HCSP solution will lead to decrease the usage of hospital facilities and the may be used to accommodate more critical cases. Additionally, some patients need long life treatment that should be provided periodically by skilled personnel without a need to go to hospitals. The HCSP was extensively studied and a variety of approaches were proposed for modeling and solving [1]. In this paper, we present a new approach to solve the HCSP. We propose a hierarchical model of the home health care scheduling problem that consists of dividing the problem into a set of interconnected sub problems easier to solve. The obtained model is a result of the application of the Hierarchical Modeling Approach proposed in [2]. The HCSP hierarchical model will be solved using different algorithms to solve each sub problem at each level respecting the type of inter-connection between them. In the next sections, we detail the proposed approaches for modelling and solving the HCSP.

Mohamed Ismail Maiza

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Overlap Regulation for Additive Overlapping Clustering Methods,,

In proceeding of 10th IEEE International Conference on Research Challenges in Information Science RCIS 2016, Grenoble, France. IEEE. , 2016

Nouha Othman

, Rim FAIZ

A Relevant Passage Retrieval and Re-ranking Approach for Open-Domain Question Answering,

EGC. Revue des Nouvelles Technologies de l'Information vol. RNTI, Ed. Hermann, pp.111-122 , 2016

Nouha Othman

, Rim FAIZ

A Multilingual Approach to Improve Passage Retrieval for Automatic Question Answering,

(NLDB 2016). Proc. in Book chapter 11: Natural Language Processing and Information Systems, pp 127-139, LNCS 9612, Springer , 2016

Nouha Othman

, Rim FAIZ

Question Answering Passage Retrieval and Re-ranking Using N-grams and SVM,

Computación y Sistemas, pp. 483–494, ISSN 1405-5546. (Indexed in: Scopus, Redalyc, E-Journal, e-revist@s, Latindex, DBLP) , 2016

Nourhene Ettouzi

, Philippe Leray

, Montassar Ben Messaoud

An exact approach to learning Probabilistic Relational Model,

International Conference on Probabilistic Graphical Models, Lugano (Switzerland) on September 6-9, 2016 , 2016 http://www2.idsia.ch/cms/pgm/accepted-papers/

ettouzi16a.pdf

[BibTeX...]

@inproceedings{DBLP:conf/pgm/EttouziLM16, author = {Nourhene Ettouzi and Philippe Leray and Montassar Ben Messaoud}, title = {An Exact Approach to Learning Probabilistic Relational Model}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, pages = {171--182}, year = {2016}, crossref = {DBLP:conf/pgm/2016}, url = {http://jmlr.org/proceedings/papers/v52/ettouzi16.html}, timestamp = {Wed, 17 Aug 2016 12:35:14 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/pgm/EttouziLM16}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Oumaima Boussarsar

, Imen Boukhris

, Zied ELOUEDI

Causal belief inference in multiply connected networks,

The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part II, CCIS 611 Springer, 291-302, Eindhoven, Hollande, 20-24 Juin , 2016

Rania Othman

, Rami Belkaroui

, Rim Faiz

Customer Opinion Summarization Based on Twitter Conversations,

International Conference on Web Intelligence, Mining and Semantics (WIMS) , 2016

Rania Othman

, Rami Belkaroui

, Rim Faiz

Improving Opinion Target Identification through Twitter Using Public Conversations,

Italian Symposium on Advanced Database Systems (SEBD) , 2016

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

Evidential Item-Based Collaborative Filtering,

International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pages 628–639. , 2016

Raouia Ayachi

, Imen BOUKHRIS

, Sehl Mellouli

, Nahla BEN AMOR

, Zied ELOUEDI

Proactive and Reactive E-government Services Recommendation,

Universal Access in the Information Society , 2016

Rim HENTECH

, Ilyes JENHANI

, Zied ELOUEDI

Possibilistic AIRS Induction from Uncertain Data,

Soft Computing, 20(1), 3-17 , 2016

Sabrine Ben Abdrabbah

, Raouia Ayachi

, Nahla Ben Amor

A Dynamic Community-Based Personalization for e-Government Services,

9th International Conference on Theory and Practice of Electronic Governance (ICEGOV'2016). Montevideo, Uruguay , 2016

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

An Evidential Method for Multi-Relational Link Prediction in Uncertain Social Networks ,

The Fifth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, 30 Nov- 2 Dec 2016, Da Nang, Vietnam , 2016

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Evidential Missing Link Prediction in Uncertain Social Networks,

The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part I, CCIS 611 Springer, 274-285, Eindhoven, Hollande, 20-24 Juin , 2016

Zeineb Chelly

, Zied ELOUEDI

A Survey of the Dendritic Cell Algorithm,

Knowledge and Information Systems, KAIS , 2016

Zeineb Chelly

, Zied ELOUEDI

From the General to the Specific: Inducing a Novel Dendritic Cell Algorithm from a Detailed State of the Art Review,

International Journal of Pattern Recognition and Artificial Intelligence, IJPRAI, 30(2) , 2016

Wided Guezguez

Selection of e-learning Web service based on QoS and user profile, 1 4th International Conference For e-learning & Distance Education ,

, 2015 http://eli.elc.edu.sa/2015/sites/default/files/155.pdf

Abir Smiti

, Zied Elouedi

Dynamic DBSCAN-GM Clustering Algorithm.,

Asma Trabelsi

, Zied ELOUEDI

, Eric Lefevre

Belief function combination: comparative study in classifier fusion framework,

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

Similarity aggregation a new version of rank aggregation applied to credit scoring case. ,

International Conference on Mining Intelligence and Knowledge Exploration (MIKE2013), Tamil Nadu, India, 18-20 December, pp.618-628. , 2015

Fatma Ezzahra Bousnina

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Ludovic Liétard

, Boutheina Ben Yaghlane

A New Formalism for Evidential Databases,

, 2015

Mariem Ajabi

, Imen BOUKHRIS

, Zied ELOUEDI

Big Data Classification using Belief Decision Trees: Application to Intrusion Detection,

Mariem Bambia

@inproceedings{conf/adbis/BambiaFB15, added-at = {2015-09-21T00:00:00.000+0200}, author = {Bambia, Mariem and Faiz, Rim and Boughanem, Mohand}, biburl = {http://www.bibsonomy.org/bibtex/222fc684cea50a9ab8ba03621dcbf0078/dblp}, booktitle = {ADBIS (Short Papers and Workshops)}, crossref = {conf/adbis/2015w}, editor = {Morzy, Tadeusz and Valduriez, Patrick and Bellatreche, Ladjel}, ee = {http://dx.doi.org/10.1007/978-3-319-23201-0_7}, interhash = {60fc14ba98a65be878ebf46468dac5e6}, intrahash = {22fc684cea50a9ab8ba03621dcbf0078}, isbn = {978-3-319-23200-3}, keywords = {dblp}, pages = {52-59}, publisher = {Springer}, series = {Communications in Computer and Information Science}, timestamp = {2015-09-22T11:34:12.000+0200}, title = {Context-Awareness and Viewer Behavior Prediction in Social-TV Recommender Systems: Survey and Challenges.}, url = {http://dblp.uni-trier.de/db/conf/adbis/adbis2015w.html#BambiaFB15}, volume = 539, year = 2015 }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Apprentissage des réseaux possibilistes à partir de données,

Revue d'Intelligence Artificielle 29(2): 229-252 , 2015 http://ria.revuesonline.com/article.jsp?articleId=20895

[BibTeX...]

@article{appel992apprentissage, title={Apprentissage des r{\'e}seaux possibilistes {\`a} partir de donn{\'e}es}, author={Haddad, Maroua and Ben Amor, Nahla and Leray, Philippe}, journal={Revue d'Intelligence Artificielle}, volume={29(2)}, pages={229-252} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

learning possibilistic networks from data : a survey,

16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT) , 2015 http://www.atlantis-press.com/php/paper-details.php?id=23541

16th World Congress of the International Fuzzy Systems Association ( IFSA ) and the 9th Conference of the European Society for Fuzzy Logic and Technology ( EUSFLAT ), Gijon, Asturias (Espagne ),30 Juin-3 Juillet , 2015

Marouene CHAIEB

, Jaber JEMAI

, Khaled Mellouli

Decomposability Conditions of Combinatorial Optimization Problems,

Combinatorial Optimization Problems (COP) are generally complex and difficult to solve as a single monolithic problem. Thus, the process to solve the main initial COP may pass through solving intermediate problems and then combining the obtained partial solutions to find initial problem’s global solutions. Such intermediate problems are supposed to be easier to handle than the initial problem. To be modeled using the hierarchical optimization framework, the master problem should satisfy a set of desirable conditions. These conditions are related to some characteristics of problems which are: multi-objectives problem, over constrained problems, conditions on data and problems with partial nested decisions. For each condition, we present supporting examples from the literature where it was applied. This paper aims to propose a new approach dealing with hard COPs particularly when the decomposition process leads to some well-known and canonical optimization sub-problems. , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-19066-2_24#page-1

decomposability_conditions_of_combinatorial_optimization_problems.pdf

Marouene CHAIEB

, Jaber JEMAI

, Khaled Mellouli

On the Relationships Between Sub Problems in the Hierarchical Optimization Framework,

In many optimization problems there may exist multiple ways in which a particular hierarchical optimization problem can be modeled. In addition, the diversity of hierarchical optimization problems requires different types of multilevel relations between sub-problems. Thus, the approximate and accurate representations and solutions can be integrated. That is, to address the how partial solutions of sub-problems can be reintegrated to build a solution for the main problem. The nature of relations between components differs from one decomposition strategy to another. In this paper, we will investigate the possible links and relationships that may appear between sub-problems. , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-19066-2_23#page-1

on_the_relationships_between_sub_problems.pdf

Marouene CHAIEB

, Jaber JEMAI

, Khaled Mellouli

A four-decomposition strategies for hierarchically modeling combinatorial optimization problems: framework, conditions and relations,

We address the problem of modeling combinatorial optimization problems (COP). COPs are generally complex problems to solve. So a good modeling step is fundamental to make the solution easier. Our approach orients researches to choose the best modeling strategy from the beginning to avoid any problem in the solving process. This paper aims at proposing a new approach dealing with hard COPs particularly when the decomposition process leads to some well-known and canonical optimization sub-problems. We tried to draw a clear framework that will help to model hierarchical optimization problems. The framework will be composed by four decomposition strategies which are: objective based decomposition; constraints based decomposition, semantic decomposition and data partitioning strategy. For each strategy, we present supporting examples from the literature where it was applied. But, not all combinatorial problems can be benefit from the outcomes and benefits of modeling problems hierarchically, rather only particular problems can be modeled like a hierarchical optimization problem. Thus, we propose a set of decomposability conditions for decomposing COPs. Furthermore, we define the types of relationships between obtained sub-problems and how partial solutions can be merged to obtain the final solution. , 2015 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7237081&url=http%3A%2F%2Fi...

a_fourdecomposition_strategies_for_hierarchically_modeling_combinatorial_optimization_problems_framework_conditions_and_relations.pdf

Mohamed Aymen Ben HajKacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

MapReduce-based K-Prototypes Clustering Method for Big Data,

2015 International Conference on Data Science and Advanced Analytics, DSAA 2015, 19-23 October, Paris, France , 2015

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo : a serendipitous strategy for causal discovery and ontology evolution,

Knowledge -Based Systems, 76 , pp. 79-95 Elsevier , 2015

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

Probabilistic Relational Model Benchmark Generation : Principle and Application,

Intelligent Data Analysis International Journal,IOS Press,20 (3) , 2015

Mouna Chebbah

, Mouloud Kharoune

, Arnaud Martin

, Boutheina Ben Yaghlane

Considérant la dépendance dans la théorie des fonctions de croyance,

Revue des Nouvelles Technologies de l'Information, RNTI-E-27, pp. 43-64 , 2015

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Combining partially independent belief functions,

vol. 72, pp. 31-40. , 2015

Nahla Ben Amor

, Hélène Fargier

, Fatma Essghaier

Décision collective sous incertitude possibiliste : principes et axiomatisation,

Accepté pour publication dans Revue d'Intelligence Artificielle (sélection de LFA'2014) , 2015

Nahla Ben Amor

, Fatma Essghaier

, Hélène Fargier

Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainly : Principles and Characterization ,

29th AAAI Conference on Artificial Intelligence ( AAAI'2015 ), Austin Texas ( USA ), 25-29 Janvier , 2015

Nessrine El Hadj Salem

, Pr. Allel Hadjali

, Pr. Boutheina Ben Yaghlane

, Aymen Gammoudi

An Evidential Approach for Managing Temporal Uncertainty,

, 2015

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Multi-criteria Evolutionary Algorithm for Large Volume Surveillance Problems,

11th Metaheuristics International Conference (MIC’15) , 2015

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Prédiction des liens dans les réseaux sociaux dans le cadre de la théorie des fonctions de croyance,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2015, 97-104, Poitiers, France, 5-6 Novembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

The Link Prediction Problem Under a Belief Function Framework,

The 27th International Conference on Tools with Artificial Intelligence, ICTAI 2015, IEEE, Vietri Sul mare, Italy, 9-11 November , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Evidential Link Prediction Based on Group Information,

The Third International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2015, 482-492, Springer, Hyderabad, India, 9-11 December , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Evidential Missing Link Prediction in Uncertain Social Networks,

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Community Detection for Graph-based Similarity: Application to Protein Binding Pockets Classification,

Pattern Recognition Letters, 62, 49-54 , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefvre

Evidential Link Prediction Based on Group Information,

The Third International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2015, LNCS 9468 Springer, 482-492, Hyderabad, Inde, 9-11 Décembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

The Link Prediction Problem Under a Belief Function Framework,

The 27th International Conference on Tools with Artificial Intelligence, ICTAI 2015, 1013-1020, Vietri Sul mare, Italie, 9-11 Novembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Prédiction des liens dans les réseaux sociaux dans le cadre de la théorie des fonctions de croyance,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2015, 97-104, Poitiers, France, 5-6 Novembre , 2015

Saoussen Krichen

, Takwa Tlili

Introduction à la Théorie des graphes,

ISTE-Editions, Londres , 2015

Siwar Jendoubi

, Arnaud Martin

, Ludovic Liétard

, Boutheina Ben Yaghlane

, Hend Ben Hadji

Dynamic Time Warping Distance for Message Propagation Classification in Twitter,

ECSQARU , 2015

Sleh El Fidha

, Nahla Bern Amor

Probabilistic Weighted CP-nets ,

7th International KES Conference on Intelligent Decision Technologies ( KES-IDT'2015 ), Sorrento ( Italie),17-19 juin , 2015

Takwa Tlili

, Saoussen Krichen

, Ghofrane Drira

, Sami Faiz

On solving the multi-depot vehicle routing problem,

3rd International Conference on Advanced Computing, Networking, and Informatics (ICACNI’15). Springer-Verlag, Smart Innovation, Systems and Technologies (SIST). Odisha, Inde , 2015

Takwa Tlili

, Saoussen Krichen

On solving the double loading problem using a modified particle swarm optimization,

Theoretical Computer Science. 589: 118-128 , 2015

Takwa Tlili

, Saoussen Krichen

A decision support system for multi-depot vehicle routing problem,

3rd International conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO’15). Springer-Verlag, Advances in Intelligent Systems and Computing. Metz, France , 2015

Takwa Tlili

, Hiba Yahyaoui

, Saoussen Krichen

A VNS-based hyper-heuristic for the quadratic multiple knapsack problem,

6th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD’15). Springer-Verlag, Studies in Computational Intelligence (SCI). Takamatsu, Japon , 2015

Takwa Tlili

, Francisco Chicano

, Saoussen Krichen

, Enrique Alba

Evolutionary Algorithm based on Partition Crossover (EAPX) for the Vehicle Routing Problem,

7th International Conference on Intelligent Networking and Collaborative Systems (INCoS’15). IEEE-Computer Society.Taipei, Taïwan , 2015

Wided Guezguez

Ahmed Badreddine

, Taieb Ben Romdhane

, Mohamed Aymen Ben Haj Kacem

, Nahla Ben Amor

A new multi-objectives approach to implement preventive and protective barriers in bow tie diagram,,

Journal of Loss Prevention in the Process Industries, volume 32, pp 238–253 , , 2014

Ahmed Badreddine

, Mohamed Aymen Ben HajKacem

, Nahla Ben Amor

A Three Stages to Implement Barriers in Bayesian-Based Bow Tie Diagram,

The 27th International Conference on Industrial, Engineering and other Applications of Applied Intelligence (IEA/AIE 2014) 9-11 juin, Kaohsiung, Taiwan , 2014

Ahmed Badreddine

Amira Essaid

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Generalization of c-means for identifying non-disjoint clusters with overlap regulation.,

Pattern Recognition Letters, Volume 45, pages 92-98. Elsevier. , 2014

article_original.pdf

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Généralisation des k-moyennes pour produire des recouvrements ajustables.,

In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 221-232, Rennes, France. , 2014

Berrazega Ines

, Faiz Rim

, Mourad Ghasan

Informatique juridique documentaire: Vers un système de fouille dans les textes Arabes,

Colloque Annuel INFOL@NGUES 2014-sixième édition, 24-26 Avril 2014, Béja- Tunisie. Centre des Publications Universitaires, CPU 2014. , 2014

Beya Boushih

, Nahla Ben Amor

Rank Aggregation Using Active Learning in Metasearching,

2nd World conference on Complex Systems ( WCCS'2014 ), Agadir ( Maroc ),10-11 Novembre , 2014

Bouaguel Waad

, bel mufti ghazi

, Mohamed Limam

A new feature selection technique applied to credit scoring data using a rank aggregation approach based on: optimization, genetic algorithm and similarity.,

Knowledge Discovery & Data Mining (KDDM) for Economic Development: Applications, Strategies and Techniques Taylor & Francis. , 2014

Bouaguel Waad

, Ghazi Bel Mufti

An improvement direction for filter selection techniques using information theory measures and quadratic optimization,

International Journal of Advanced Research in Artificial Intelligence, Vol.1, No:5, August, pp.7-11. , 2014 http://thesai.org/Downloads/IJARAI/Volume1No5/Paper_2-An_improvement_direction_f...

Didier Dubois

, Zied ELOUEDI

, Rim Hentech

, Henri Prade

Fuzzy set-based reasoning from cases : Where we are ?,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2014, 85-92, Cargèse, France, 22-24 Octobre , 2014

Eric Lefevre

, Frédéric Pichon

, David Mercier

, Zied ELOUEDI

, Benjamin Cost

Estimation de sincérité et pertinence à partir de matrices de confusion pour la correction de fonctions de croyance,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2014, 115-122, Cargèse, France, 22-24 Octobre , 2014

H. Ben-Romdhane

, S. Krichen

Online Knapsack Problem with Items Delay,

In proceedings of the 3rd International Conference on Operations Research and Enterprise Systems (ICORES), pp. 213-220, Angers, France, 6-8 March , 2014

H. Ben-Romdhane

, S. Ben Jouida

, S. Krichen

A Dynamic Approach for the Online Knapsack Problem,

The 11th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2014), Lecture Notes in Artificial Intelligence (LNAI) 8825, pp 96–107 , 2014

H.Elouedi

, W.Meliani

, Zied Elouedi

A Hybrid Approach Based on Decision Trees and Clustering for Breast Cancer Classification ,

5th International Conference of Soft Computing and Pattern Recognition ( SoCPaR'2014 ),Hammamet ( Tunisie ), 11-14 Août , 2014

hela masmoudi

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Identification de classes non-disjointes ayants des densités différentes.,

In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 257-268, Rennes, France. , 2014

Hind Elouedi

, Walid Meliani

, Zied ELOUEDI

, Nahla BEN AMOR

A Hybrid Approach Based on Decision Trees and Clustering for Breast Cancer Classification,

The 6th International Conference of Soft Computing and Pattern Recognition, SoCOPaR 2014, 226-231, Tunis, Tunisie, 11-14 Août , 2014

Ilyes Jenhani

, Zied Elouedi

Re-visiting the Artificial Immune Recognition System: a survey and an improved version,

Artificial Intelligence Review, 42(4), 821-833 , 2014

Imen BOUKHRIS

, Salem Benferhat

, Zied ELOUEDI

Ascribing causality from observational andinterventional belief function knowledge,

Journal of Multi-Valued Logic and Soft Computing (MVLSC), 22, 459-480 , 2014

Imen Boukhris

, Raouia Ayachi

A novel personalized academic venue hybrid recommender,

15th IEEE International Symposium on Computational Intelligence and Informatics (CINTI’2014), Budapest (Hongrie) , 2014

Ines Berrazega

, Rim Faiz

, Ghassan Mourad

De l'importance de la représentation sémantique dans les systèmes de traduction automatique des documents juridiques,

Colloque International Langue et Droit- deuxième édition, 19- 21 Novembre 2014, Tozeur-Tunisie. Centre des Publications Universitaires, CPU 2014. , 2014

Jungyeul Park

, Mouna Chebbah

, Siwar Jendoubi

, Arnaud Martin

Second-order Belief Hidden Markov Models,

Belief Functions: Theory and applications, volume 8764 of Lecture Notes in Computer Science, pages 284-293, Springer International Publishing, September 26-28, Oxford, UK , 2014

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Active learning of causal bayesian networks using ontologies: a case study,

IJCNN , 2014 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6706815&url=http%3A%2F%2Fi...

ben_messaoud_ijcnn13.pdf

[BibTeX...]

@inproceedings{conf/ijcnn/MessaoudLA13, added-at = {2014-01-14T00:00:00.000+0100}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2d623fc395b84790c1e17d3f4233ed430/dblp}, booktitle = {IJCNN}, crossref = {conf/ijcnn/2013}, ee = {http://dx.doi.org/10.1109/IJCNN.2013.6706815}, interhash = {69fbc2b7680205587cf57d8b83837be5}, intrahash = {d623fc395b84790c1e17d3f4233ed430}, keywords = {dblp}, pages = {1-8}, publisher = {IEEE}, timestamp = {2014-01-14T00:00:00.000+0100}, title = {Active learning of causal Bayesian networks using ontologies: A case study.}, url = {http://dblp.uni-trier.de/db/conf/ijcnn/ijcnn2013.html#MessaoudLA13}, year = 2013 }

Mouna Ben Ishak

, Nahla Ben Amor

, Philippe Leray

Random generation and population of probabilistic relational models and databases ,

26th IEEE International Conference on Tools with Artificial Intelligence ( ICTAI'2014 ), Limassol ( Cyprus), 10-12 Novembre , 2014

Nahla Ben Amor

, hélène Fargier

, Wided Guezguez

Possibilistic Sequential Decision Making,

International Journal of Approximate Reasoning ( IJAR ), Elsevier, 55 (5), pp 1269-1300 , 2014

Nahla Ben Amor

, Didier Dubois

, Héla Gouider

, H.Prade

Possibilistic networks : A new setting for modeling preferences ,

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

New Pareto approach for ranking triangular fuzzy numbers,

15th International Conference on Information Processing and Management of Uncertainty in knowledge-based Systems (IPMU’14) , 2014

4th International Conference on Complex Systems and Applications, Normandie University (ICCSA'14), Le Havre, France. , 2014

Oumayma Bahri

, Nahla Ben Amor

, T. El-Ghazali

Optimization Algorithms for Multi-objective Problem with Fuzzy Data,

15th International IEEE Symposium Series on Computational Intelligence ( SCCI'2014),Orlando, Florida (USA), 9-12 Décembre , 2014

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

Optimization Algorithms for solving Multi-objective VehicleRouting Problem with Fuzzy Demands,

the 4th International Conference on Complex Systems and Applications ( ICCSA'2014 ),Normandie University, Le Havre,France - 23-26 Juin , 2014

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

New Pareto approach for ranking triangular fuzzy numbers,

15th International Conference on Information Processing and Management of Uncertainly ( IPMU'2014 ),Communications in Computer and Information Science, Springer, pp 264-273, Montpellier ( France ),15-19 Juillet , 2014

Pawan Lingras

, Ahmed Elagmy

, Asma Ammar

, Zied Elouedi

Iterative Meta-Clustering through Granular Hierarchy of Supermarket Customers and Products,

Information Sciences, 257, 14-31 , 2014

Rahma Ferjani

, Imen BOUKHRIS

, Zied ELOUEDI

Belief influence diagrams,

The 15th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2014, 73-78, Budapest, Hongrie, 19-21 Novembre , 2014

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Inference using compiled min-based possibilistic causal networks in the presence of interventions,

Fuzzy Sets and Systems (FSS), Volume 239, p. 104-136 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

A generic framework for a compilation-based inference in probabilistic and possibilistic networks,

Information Sciences (INS), Volume 257, p. 342-356 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Slim Benferhat

A generic framework for a compliation-based inference in probabilistic and possibilistic networks ,

Information Science journal, Elsevier ( sélection de WILF'2011), 257 , pp 342-356 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Slim Benferhat

Inference Compiled Min-Based Possibilistic Causal Networks in presence of Interventions,

Fuzzy Sets and Systems ( FSS ) (sélection de ECSQARU'2011), 239, pp 104-136 , 2014

Rezgui Amira

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Overlapping clustering with outliers detection.,

In Proceedings of the International Conference on Pattern recognition Applications and Methods (ICPRAM), pages 279-286, Angers, France. , 2014

S. Ben Jouida

, H. Ben-Romdhane

, S. Krichen

Solving the Bilateral Group Selection Problem using Optimal Stopping Options,

International Journal of Operational Research. (In press) , 2014

Sabrine Ben Abdrabbah

, Nahla Ben Amor

, Raouia Ayachi

Collaborative filtering based on dynamic community detection,

2ed International Workshop on Dynamic Networks and Knowledge Discovery ( DyNak2 ) workshop of ECML/PKDD conference, Nancy ( France ), 15-19 Septembre , 2014

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Community Detection for Graph-based Similarity: Application to Protein Binding Pockets Classification,

Pattern Recognition Letters, 62, 49 - 54 , 2014

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Predicting Proteins Functional Family: A Graph-based Similarity Derived from Community Detection,

The 7th International Conference on Intelligent Systems, IS’14, Advances in Intelligent Systems and Computing 323 Springer, 529-639, Varsovie, Pologne, 24-26, Septembre , 2014

Salsabil Trabelsi

, Zied ELOUEDI

, Mouna El Aroui

Incremental Induction of Belief Decision Trees in Averaging Approach,

The 25th International Conference on Database and Expert Systems Applications, DEXA 2014, Part I, LNCS 8644 Springer, 454–461, Munich, Allemagne, 1-5 Septembre , 2014

Saoussen Krichen

, Sami Faiz

, Takwa Tlili

, Khaoula Tej

Tabu-based GIS for solving the vehicle routing problem,

Expert Systems with Applications. 41: 6483–6493 , 2014

Sarra Ben Hariz

, Zied Elouedi

New Dynamic Clustering Approaches within Belief Function Framework,

Intelligent Data Analysis, 18(3), 409-428 , 2014

Siwar Jendoubi

, Arnaud Martin

, Ludovic Liétard

, Ben Yaghlane Boutheina

Classification of message spreading in a heterogeneous social network,

IPMU , 2014

Sleh El Fidha

, Nahla Ben Amor

Multi-agents CP-NETS with incomplete and different structures ,

5th International Conference of Soft Computing and Pattern Recognition ( SoCPaR 2013 ),Hammamet (Tunisie), 11-14 Août , 2014

Takwa Tlili

, Saoussen Krichen

An Iterated Local Search Platform for Transportation Logistics,

29th International Symposium on Computer and Information Sciences (ISCIS’14), Springer, LNEE, October. Krakow, Poland , 2014

Takwa Tlili

, Saoussen Krichen

, Sami Faiz

Simulated annealing-based decision support system for routing problems,

IEEE International Conference on Systems, Man, and Cybernetics (SMC’14), IEEE-Computer Society. San Diego, California, USA , 2014

Wafa Laâmari

, Narjes Ben Hariz

, Boutheina Ben Yaghlane

Approximate Inference in Directed Evidential Networks with Conditional Belief Functions Using the Monte Carlo Algorithm,

The 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based System, IPMU 2014, Part III CCIS 444 Springer, Montpellier, France, July 15-19, pp 486-497 , 2014

[BibTeX...]

@inproceedings{LaamariHY14, title = {Approximate Inference in Directed Evidential Networks with Conditional Belief Functions Using the Monte Carlo Algorithm}, author = {Wafa Laâmari and Narjes Ben Hariz and Boutheina Ben Yaghlane}, year = {2014}, doi = {http://dx.doi.org/10.1007/978-3-319-08852-5_50}, researchr = {http://researchr.org/publication/LaamariHY14}, cites = {0}, citedby = {0}, pages = {486-497}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III}, editor = {Anne Laurent and Olivier Strauss and Bernadette Bouchon-Meunier and Ronald R. Yager}, volume = {444}, series = {Communications in Computer and Information Science}, publisher = {Springer}, isbn = {978-3-319-08851-8}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

Reasoning in Singly-Connected Directed Evidential Networks with Conditional Beliefs,

The 8th Hellenic Conference on Artificial Intelligence, SETN 2014, Lecture Notes in Computer Science 8445 Springer, Ioannina, Greece, May 15-17, pp 221-236 , 2014

[BibTeX...]

@inproceedings{LaamariY14, title = {Reasoning in Singly-Connected Directed Evidential Networks with Conditional Beliefs}, author = {Wafa Laâmari and Boutheina Ben Yaghlane}, year = {2014}, doi = {http://dx.doi.org/10.1007/978-3-319-07064-3_18}, researchr = {http://researchr.org/publication/LaamariY14}, cites = {0}, citedby = {0}, pages = {221-236}, booktitle = {Artificial Intelligence: Methods and Applications - 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings}, editor = {Aristidis Likas and Konstantinos Blekas and Dimitris Kalles}, volume = {8445}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-319-07064-3}, }

Wiem Maalel

, Kuang Zhou

, Arnaud Martin

, Zied ELOUEDI

Belief Hierarchical Clustering ,

The Third International Conference on Belief Functions, Belief 2014, LNAI 8764 Springer, 68–76, Oxford, Angleterre, 26-28 Septembre , 2014

Yosra Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probability-Possibility Transformation: Application to Bayesian and Possibilistic Networks,

10th International Workshop on Fuzzy Logics and Applications (WILF’13), Springer, LNAI, Genoa (Italie), p. 122-130 , 2014

Zeineb Chelly

Case Studies in Intelligent Computing – Achievements and Trends, Taylor & Francis, August 2014, pp. 517-532. , 2013

A.Abdellatif

, H. Ben-Romdhane

, S. Krichen

, B. Sarasola

BIPOP: A New Algorithm with Explicit Exploration/Exploitation control for Dynamic Optimization Problems,

Ines Berrazega

, Rim Faiz

Identifying Temporal Relations between Main Events in News Articles,

In the proceedings of the 10th ACS/IEEE International Conference On Computer Systems and Applications AICCSA 2013. , 2013

Jihene Boubaker

, Zied ELOUEDI

, Eric Lefevre

Conflict management with dependent information sources in the belief function framework,

The 14th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2013, 393-398, Budapest, Hongrie, 19-21 Novembre , 2013

Maroua Haddad

, Nahla Ben Amor

, Philippe Leray

Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs,

WILF 2013: 68-76 , 2013 http://link.springer.com/chapter/10.1007%2F978-3-319-03200-9_8

[BibTeX...]

@inproceedings{haddad2013imputation, title={Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs}, author={Haddad, Maroua and Ben Amor, Nahla and Leray, Philippe}, booktitle={Fuzzy Logic and Applications}, pages={68--76}, year={2013}, publisher={Springer} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Evaluating product-based possibilistic networks learning algorithms,

13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainly (ECSQARU'2015),LNAI 7958, Springer, Compiègne ( France ),15-17 Juillet , 2013

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Imputation of Possibilstic Data for Structural Learning of Directed Acyclic Graphs,

10th International Workshop on Fuzzy Logic and Applications ( WILF'2013 ), LNAI 8256,Springer,pp 68-76, Gênes, ( Italie ), 19-22 Novembre , 2013

Marouene CHAIEB

, Jaber JEMAI

, Khaled Mellouli

The home care scheduling problem: a modeling and solving issue,

, 2013 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6552619&tag=1

the_home_care_scheduling_problem_a_modeling_and_solving_issue.pdf

Mohamed Amine Ben Yahmed

, Mohamed Amine Bounenni

, Zeineb Chelly

, Amir Jlassi

New Mobile Health Application for an Ubiquitous Information System,

Proceedings of the 6th Joint IFIP Wireless and Information System, WMNC’2013, Dubai, United Arab Emirates, pp. 1- 4, IEEE. , 2013

Montassar Ben Messaoud

, Pjilippe Leray

, Nahla Ben Amor

Active learning of causal bayesian networks using ontologies : a case study ,

International Joint Conference on Neural Networks ( IJCNN'2013 ), Dallas ( USA ), 4-9 Août , 2013

Mouna Ben Ishak

, Nahla Ben Amor

, Philippe Leray

A RBN-based recommender system architecture ,

5th International Conference on Modeling, Simulation and Applied Optimization ( ICMSAO'13 ),Hammamet (Tunisie ), 28-30 Avril , 2013

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Mesure de dépendance positive et négative de sources crédibilistes,

Extraction et Gestion des Connaissances, Atelier « Fouilles de données complexes: complexité liée aux données multiples », 29 Javier- 01 Février, Toulouse, France , 2013

Nahla Ben Amor

, Didier Dubois

, Héla Gouider

, H.Prade

[BibTeX...]

@inproceedings{BahriNIDISC, author = {Oumayma Bahri and Nahla Ben Amor and El-Ghazali Talbi}, title = {A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality}, booktitle = {International Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW)}, year=2013, pages = {405 - 414}}

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

Multi-objective Optimization of Combinatorial Problems with Fuzzy Data,

22nd International conference on multiple criteria decision making (MCDM'13), Malaga, Spain. , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

A Comparative Study of Compilation-Based Inference Methods for Min-Based Possibilistic Networks,

European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’13), Springer-Verlag, LNAI, Utrecht (The Netherlands), p. 25-36 , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Possibilistic local structure for compiling min-based networks,

6th International Conference on Soft Methods in Probability and Statistics (SMPS'2012), Konstanz (Allemagne), p. 479-487 , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Inference using Compiled Product-based Possibilistic Networks,

14th International Conference on Information Processing and Management of Uncertainty (IPMU'2012), Catania (Italie), p. 470-480 , 2013

Raouia Ayachi

, Nahla Ben Amor

, S.Benferhat

A comparative study of compilation-based inference methods for min-based possibilistic networks ,

12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainly ( ECSQA-RU'2013 ), LNAI 7958, Springer, pp 25-36, Utrecht ( The Netherlands ),7-10 Juillet , 2013

Raouia Ayachi

, Nahla Ben Amor

, S.Benferhat

Possibilistic local structure for compiling min-based networks,

Advances in Intellignet Systems and Computing Volume 190, Springer, pp 479-487 ( Actes du 6th International Conference on Soft Methods in Probability and Statistics ( SMPS'2012), Konstanz (Allemagne ),4-6 Ovtobre 2012) , 2013

Rim HENTECH

, Ilyes JENHANI

, Zied ELOUEDI

Learning from uncertain Data using Possibilistic Artificial Immune Recognition Systems,

The second International Conference on the Theory and Practice of Natural Computing TPNC 2013, LNCS 8273 Springer, 80-95, Càceres, Espagne, 3-5 Décembre , 2013

S. Ben Jouida

, H. Ben-Romdhane

, S. Krichen

A Dynamic Approach for the Two-decision Maker Selection Problem with Group Interviewing Options,

The 5th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO’13), pp. 1-6, Hammamet, Tunisia, 28-30 April , 2013

Sabrine Ben Abdrabbah

, Raouia Ayachi

, Nahla Ben Amor

Collaborative Filtering based on Dynamic Community Detection,

2nd International Workshop on Dynamic Networks and Knowledge Discovery (DyNaK'2014), Nancy (France) , 2013

Salsabil Trabelsi

, Zied ELOUEDI

, Pawan Lingras

Belief discernibility matrix and function for partially uncertain and incremental or large data,

The Fourteenth International Conference of Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2013, LNCS 8170 Springer, 67-76, Halifax, Canada, 11- 14 Octobre , 2013

Salsabil Trabelsi

, Zied ELOUEDI

, Pawan Lingras

Exhaustive search with belief discernibility matrix and function,

The 26th Canadian Artificial Intelligence Conference, AI'13, Springer LNAI 7884, 162-173, Regina, Saskatchewan, Canada, 28-31 Mai , 2013

Siwar jendoubi

, Boutheina Ben Yaghlane

, Arnaud Martin

Belief Hidden Markov Model for Speech Recognition,

In the Proceeding of the International Conference on Modeling, Simulation and Applied Optimization , 2013

Smine B

, Faiz R

, Desclés J-P

A semantic annotation model for indexing and retrieving learning objects ,

Journal of Digital Information Management (JDIM), Volume 9, Issue 4, August 2011. , 2013

Takwa Tlili

, Saoussen Krichen

, Sami Faiz

Towards a decision making support system for the capacitated vehicle routing problem,

International Journal of Decision Support System Technology. 5: 21-33 , 2013

Takwa Tlili

, Sami Faiz

, Saoussen Krichen

A particle swarm optimization for solving the one dimensional container loading problem,

International Conference on Modeling, Simulation and Applied Optimization (ICMSAO’13), IEEE-Computer Society. Hammamet, Tunisia , 2013

Takwa Tlili

, Sami Faiz

, Saoussen Krichen

Y .Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probaility-Possibility transformation : Inference study for min-based possibilistic networks,

22e Rencontres francophones sur la Logic Floue et ses Applications ( LFA'2013 ), Reims ( France ), 10-11 Octobre , 2013

, Khanchel R.

, and Limam, M.

Solving Datra fusion problems using robust classifier combination,

International Journal of Computer Information Systems and Industrial Management Applications , 2012

Ben Khediri, I.

, Weihs, C.

, and Limam, M.

Kernel K-means clustering based Local Support Vector Domain Description fault detection of multimodal processes,

Expert Systems with Applications, Volume 39, Issue2, pp. 2166-2171. , 2012

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Recognition of overlapping Patterns with Linear and Non-Linear Separations using Positive Definite Kernels.,

International Journal of Computer Application (IJCA), Volume 56, pages 1-8. , 2012

kernel_boundaries_ijca_v2.pdf

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Identification of Overlapping Clusters with Small Overlaps.,

In Acts of the Third International Conference on Extraction et Gestion des Connaissances (EGC-Maghreb), Hammamet, Tunisia. , 2012

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Improved overlapping k-means for detecting overlapping clusters.,

In Proceedings of the third Meeting on Statistics and Data Mining MSDM'12, Hammamet, Tunisia. , 2012

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic Sub-models for Small Size Populations in Credit Scoring,

IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011), Paris-France, Avril, 2011. , 2012 http://www.ensai.fr/userfiles/B2-%20Article-%20Bouaguel%20et%20al_%20(CIDM,%20IE...

[BibTeX...]

@INPROCEEDINGS{Bouaguel:2011, AUTHOR="Bouaguel, W. and Beninel, F. and Bel Mufti, G.", TITLE="Logistic sub-models for small size populations in Credit scoring", BOOKTITLE="IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011)", ADDRESS="Paris, France", DAYS=11, MONTH=apr, YEAR=2011, KEYWORDS="Logistic model, Gaussian discrimination, Subpopulation links, Credit scoring, Subpopulations mixture" }

Dridi, A.

Ines Berrazega

, Rim Faiz

Temporal Relation Identification between Events,

Actes du colloque Internationale sur le Document Numérique-CIDE 15, 01-03 Novembre 2012, Tunis, Tunisie. , 2012

Maha Amami

, Rim Faiz

, Aymen Elkhlifi

A framework for biological event extraction from text,

, 2012

Maha Amami

, Aymen Elkhlifi

, Rim Faiz

Biological event extraction using SVM and composite kernel function,

, 2012

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

About sources dependence in the theory of belief functions.,

Belief Functions: Theory and Applications, Proceedings of the 2nd International Conference on Belief Functions, volume 164 of Advances in Intelligent and Soft Computing, pages 239-246, Springer Berlin Heidelberg, 9-11 May, Compiègne, France , 2012

N. Naffakhi

, R. Faiz

Aggregated Search in XML Documents: What to re- trieve?,

IEEE International Conference on Information Technology and e-Services , 2012

Najeh Naffakhi

, Rim Faiz

Less is More: aggregating meaningful elements for xml keyword search,

International Journal on Information - Interaction - Intelligence (I3), volume 12, number 1 , 2012 http://www.irit.fr/journal-i3/volume12/numero01/index_fr.php

Najeh Naffakhi

, Mohand Boughanem

, Rim Faiz

Recherche d’Information Agrégée dans des documents XML basée sur les Réseaux Bayésiens,

S. Krichen

, H. Ben-Romdhane

An Optimal Stopping Approach for the Dynamic Knapsack Problem,

The 10th UAE MathDay Conference, American University of Sharjah, UAE, April 14 , 2012

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Heuristic for Attribute Selection Using Belief Discernibility Matrix,

RSKT 2012, Springer-Verlag, 129–138 , 2012

rskt_2012.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Heuristic for attribute selection using belief discernibility matrix,

The Seventh International Conference on Rough Sets and Knowledge Technology RSKT 2012, LNAI 7414 Springer, 129-138, Chengdu, Chine, 17- 20 Août , 2012

Smine B

, Faiz R

, Desclés J-P

Approche d’indexation automatique d’informations pédagogiques à partir de documents ,

Actes du 14e Colloque international sur le Document Electronique (CIDE14), 6-8 Décembre 2011, Rabat, Maroc. , 2012

Snoussi W.

, El-Aroui M.-A.

Value-at-Risk adjusted to the Specicities of Emerging Markets: An Analysis for the Tunisian Market,

International Journal of Emerging Markets, 7, No. 1. pp. 86-100. , 2012

Telmoudi, F.

, El Ghourabi, M.

, and Limam, M.

RST-GCBR_Clustering Based RGA-SVM Model for Corporate Failure Prediction,

Intelligent Systems in Accounting, Finance and Management, Volume 18, Issue 2-3, pp. 105-120. , 2012

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

On the complexity of the Graphical Representation and the Belief Inference in the Dynamic Evidential Networks with Conditional Belief Functions,

The 6th International Conference on Scalable Uncertainty Management, SUM 2012, Lecture Notes in Computer Science 7025 Springer, Marburg, Germany, September 17-19, pp 206-218 , 2012

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method,

Proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC’2012, Zakopane, Poland, pp. 233-241, Springer. , 2012

, Taieb Ben Romdhane

Ben N’Cir, C.

, Essoussi, N.

, and Limam, M.

Kernel-based learning methods for identifying overlapping clusters,

submitted to Machine Learning ( rejected ). , 2011

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic models for Credit scoring ,

43ièmes Journées de la Statistique (JDS 2011), Gammarth-Tunisie, Mai, 2011 , 2011

Bouaguel Waad

El-Aroui M.-A.

Statistical modelling of financial markets,

In International Encyclopedia of Statistical Science,(Miodrag Lovric, Ed.), Part 19, pp. 1447-1450, Springer Verlag. , 2011

Eric Lefevre

, Zied Elouedi

, David Mercier

Towards an alarm for an opposition conflict in a conjunctive combination of belief functions,

Kooli, I.

, and Limam, M.

Economic design of an attribute np control charts using Variable Sampling Size,

Sequential Analysis, Volume 30, Issue 2, pp. 145 – 159. , 2011

Krichen S.

, Labidi A.

, Ben Abdelaziz F.

‘Single supplier multiple retailers inventory model with quantity discount and permissible delay in payments” in Computers & Industrial Engineering, 60, 164-172.,

, 2011

Limam, M.

Simultaneous Tolerance Intervals in the Linear Regression Model,

Ph.D. Thesis, Department of Statistics, Oregon State University, USA. , 2011

Limam, M.

, and Thomas, D.R.

Simultaneous Tolerance Intervals for the Linear Regression Model,

Journal of the American Statistical Association, 83, 403, 801-804. , 2011

Masri H

, Ben Abdelaziz F.

Belief linear programming,, in International. Journal of Approximate Reasoning, 51 (8), 973-983,

, 2011

Mejri, D.

, Khanchel R.

, and Limam, M.

Classifier ensemble methods for concept drifting Data streams,

Journal of Statistical Computation and Simulation (to appear). , 2011

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: a serendipitous causal discovery algorithm for ontology evolution.,

IJCAI , 2011

ben_messaoud_ijcai11.pdf

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies,

ECSQARU , 2011 http://link.springer.com/chapter/10.1007%2F978-3-642-22152-1_16

ben_messaoud_ecsqaru2011.pdf

SemCaDo : a serendipitous strategy for learning causal bayesian networks using ontologies,

11th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'2011), 182-193, Belfast-UK , 2011

ecsqaru2011-montassar.pdf

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

A two-way approach for probabilistic graphical models structure learning and ontology enrichment,

International conference on Knowledge Engineering and ontology develoments (KEOD-2011), Paris, France, 26-29 Octobre , 2011

keod.pdf

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

Ontology-based generation of Object Oriented Bayesian Networks,

The Uncertainty in Artificial Intelligence (UAI-2011) Workshop on Bayesian Network Modelling Workshop (8th edition) (BMAW-11) , Barcelone, Espagne, 14 juillet , 2011

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Estimation de la fiabilité des sources des bases de données évidentielles,

Revue des Nouvelles Technologies de l'Information, Numéro spécial : Fouille de données complexes - Complexité liée aux données multiples, RNTI-E-21, pp. 193-209 , 2011

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Mesure de concordance pour les bases de données évidentielles,

Extraction et Gestion des Connaissances, April 1-2, Brest, France , 2011

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

On the Complexity of Decision Making in Possibilistic Decision Trees,

27th Conference on Uncertainty in Artificial Intelligence (UAI'2011), Barcelone, Espagne, 14-17 Juillet , 2011

last_uai_2011.pdf

Najeh Naffakhi

, Mohand Boughanem

, Rim Faiz

Un Modèle Bayésien pour l’Agrégation des Documents XML,

In COnférence francophone en Recherche d’Information et Applications (CORIA) , 2011

Najeh Naffakhi

, Rim Faiz

Modèle basé sur les réseaux bayésiens pour agréger des éléments XML pertinents et non-redondants,

Atelier de Recherche et Fouille d’Information sur le Web (RFIW) en conjonction avec la 11éme Conférence In- ternationale Francophone: Extraction et Gestion des Connaissances (EGC) , 2011

Olfa Dridi

, Saoussen krichen

, Adel Guitouni

Multi-objective and Multi-mode Assignment and Scheduling Problem for large volume Surveillance,

NATO Advanced Study Institute (ASI) on Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems, 19-30 Septembre, Saalmanca, Espagne, 2011 , 2011

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

Multi-objective resource-Constrained Project Scheduling Problem,

First workshop on Optimization and Decision Systems 22 Décembre 2011, Gammarth, Tunis, 2011 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

, Rolf Haenni

Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,

26th International Conference on Uncertainty in Articial Intelligence (UAI'2010), Catalina Island (Californie), p. 40-47 , 2011

Raouia Ayachi

, Nahla Ben Amor

Brain Tumor Segmentation using Support Vector Machines,

10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'2009), Vérone (Italie), p. 736-747 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Experimental Comparative Study of Compilation-Based Inference in Bayesian and Possibilitic Networks,

9th International workshop on fuzzy logic and applications (WILF'2011), 155-163, Trani, Italie, 29-31 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

An augmented-based approach for Compiling Min-based Possibilistic Causal Networks,

23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI'2011), Boca Raton, Florida, USA, 7-9 Novembre , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

On the Use of Compilation for Inference in Min-based Possibilistic Causal Networks,

11th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'2011), 700-712, Belfast - UK , 2011

paper_ecsqaru-raouia.pdf

Rjaibi, N.

, Rabai, L.

, and Limam, M.

Modeling the prediction of student’s satisfaction in live learning: An Empirical investigation,

Smine B

Lecture Notes in Electrical Engineering (LNEE), Electronic Engineering and Computing Technology, Edition Springer, ISBN 9789048187768, [sélection de ICCIIS 2009] , 2010

icciis_27_book_chapter.pdf

Ahmed Badreddine

, Nahla Ben Amor

A Dynamic Barriers Implementation in Bayesian-Based Bow tie Diagrams for Risk Analysis,

ACS / IEEE International Conference on Computer Systems and Applications ( AICSSA'2010 ), pp 1-8, Hammamet ( Tunisie ), 16-19, Mai , 2010

Ahmed Badreddine

, Nahla Ben Amor

A new approach to construct optimal bow tie diagrams for risk analysis,

23th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems ( IEA-AIE'2010 ),LNAI 6098, Springer, pp 595-604, Cordoba ( Espagne ), 1-4 Juin , 2010

Ben Abdelaziz F.

“Aspects of fuzzy decision making”, Editorial, Fuzzy Sets and Systems, 160, 3183,

, 2010

Ben Khedhiri, I.

, Weihs. C.

, and Limam, M.

Support Vector Regression residual control Charts for multivariate nonlinear autocorrelated processes,

Chemometrics and Intelligent Laboratory Systems, Vol. 103, No. 1, pp. 76-81. , 2010

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Patrice Bertrand

Kernel overlapping k-means for clustering in feature space.,

In Proceedings of the International Conference on Knowledge discovery and Information Retrieval KDIR, pages 250–256, Valencia, ESP. , 2010

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Patrice Bertrand

Overlapping clustering based on kernel similarity metric.,

In Proceedings of the Second Meeting on Statistics and Data Mining MSDM’10, pages 130-136, Hammamet, Tunisia. , 2010

Ben-Ahmed K.

, Bouratbine A.

, El-Aroui M.-A.

Generalized Linear Spatial Models in Epidemiology: a case study of Zoonotic Cutaneous Leishmaniasis in Tunisia,

Journal of Applied Statistics, 37, No. 1. pp. 159-170. January , 2010

Bouaguel Waad

, Ghazi Bel Mufti

Quadratic Programming for Feature Selection in Credit Scoring,

Third Meeting on Statistics and Data Mining (MSDM 2012), Hammamet-Tunisie, Mars, 2012. , 2010

David Mercier

, Zied Elouedi

, Eric Lefevre

Sur l’affaiblissement d’une fonction de croyance par une matrice de confusion,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2010, 277-283, Lannion, France, 18-19 Novembre , 2010

Gani, W.

, Taleb, H.

, and Limam, M.

Support Vector Regression based Residual Control Charts,

Journal of Applied Statistics, Vol. 37, No. 2, pp. 309-324. , 2010

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

Learning and evaluating possibilistic decision trees using information affinity,

Journal of Electrical and Electronics Engineering, 4(3) 206-212 , 2010

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

Possibilistic similarity measures,

Chapitre d’ouvrage dans Reasoning under Uncertainty STUDFUZZ 249 Springer (Sélection IPMU 2008), 99–123 , 2010

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Positive and negative dependence for evidential database enrichment,

Advances in Computational Intelligence, Proceedings of the14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, volume 299, pages 575-584, July 9-13, Catania, Italy , 2010

Mouna Chebbah

, Boutheina Ben Yaghlane

, Arnaud Martin

Reliability estimation based on conflict for evidential database enrichment,

Workshop on the theory of belief functions, April 1-2, Brest, France , 2010

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Modélisation du conflit dans les bases de données évidentielles,

Extraction et Gestion des Connaissances, Atelier « Fouilles de données complexes: complexité liée aux données multiples », 26-29 Janvier, Hammamet, Tunisie , 2010

N. Naffakhi

, M. Boughanem

, R. Faiz

Réseau bayésien pour un modèle de Recherche d’Information agrégée dans des documents semi-structurés,

In Actes de XXVIIIme Congrès INFormatique des ORganisations et Systèmes d’Information et de Décision (INFORSID) , 2010

Naffakhi Najeh

Un modèle bayésien pour l’agrégation des documents semi- structurés,

In Rencontres des Jeunes Chercheurs en Recherche d’Information, en conjonction avec Colloque International Francophone sur l’Écrit et le Document et COnférence en Recherche d’Information et Applications (RJCRI:CIFED- CORIA), Edition CPU, pages 495–500 , 2010

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

Les intégrales de Choquet basées sur les mesures de nécéssité pour la prise de décision séquentielle sous incertitude,

Rencontres Francophones sur la Logique Floue et ses Applications ( LFA'2010 ),pp 107-114, Lannion (France ), 18 et 19 Novembre , 2010

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

Necessity-based choquet integrals for sequantial decision making under uncertainly ,

13th International Conference on Information Processing of Uncertainly in Knowledge Based Systems ( IPMU'2010 ), LNAI 6178, Springer, pp 521-531, Dortmund (Allemagne ), 28 Juin - 2 Juillet , 2010

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Genetic Approach for the Multi-Objective Scheduling and Assignment Problem,

Workshop on Adaptive Distributed Decision Support Systems: Information Fusion, Resource Management and Multi-Criteria Decision Analysis, 17-19 Novembre 2010, Université de Victoria, Canada, 2010 , 2010

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Experimental study of compilation based inference methods for min-based possibilistic networks,

5th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO'2013), Hammamet (Tunisie) , 2010

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,

26th Conference on Uncertainty in Artificial Intelligence (UAI'2010), California (USA), 8-11 Juillet , 2010

last_uai_2010.pdf

S. Krichen

, H. Ben-Romdhane

An Optimal Stopping Approach for the Dynamic Knapsack Problem,

The 2nd Meeting on Statistics and Data Mining (MSDM’10), Hammamet, Tunisia, 11-12, March , 2010

S. Krichen

, H. Ben-Romdhane

Dynamic Knapsack Problem with Optimal Stopping Options,

, Zied Elouedi

IK-BKM: Méthode k-modes crédibiliste incrémentale,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2010, 168-175, Lannion, France, 18-19 Novembre , 2010

Sarra Ben Hariz

, Zied Elouedi

DK-BKM: Decremental K belief k-modes method,

The Fourth International Conference on Scalable Uncertainty Management, SUM’10, LNCS 6379 Springer, 84-97, Toulouse, France, 27-29 Septembre , 2010

Sarra Ben Hariz

, Zied Elouedi

IK-BKM: An incremental clustering approach based on intra-cluster distance,

The Eighth ACS/IEEE International Conference on Computer Systems and Applications, AICCSA-10, 1-8, Hammamet, Tunisie, 16-19 Mai , 2010

Smine B

, Faiz R

, Desclés J-P

Extracting Relevant Learning Objects using a Semantic Annotation Mehod,

International Conference on Education and E-learning Innovations (ICEELI’2012), IEEE, 1-3 Juillet 2012, Sousse, Tunisia. , 2010

Smine B

, Mankai Ch

Structure morphologique du composant verbal de la langue arabe et son analyse morphologique ,

Actes des 6ème journées Scientifiques des jeunes Chercheurs en Génie Electrique et informatique (GEI'2006), 24-26 Mars 2006, Hammamet, Tunisie . , 2010

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

Comparing Evidential Graphical Models for Imprecise Reliability,

The 4th International Conference on Scalable Uncertainty Management, SUM 2010, Lecture Notes in Computer Science 6379 Springer, Toulouse, France, September 27-29, pp 191-204 , 2010

[BibTeX...]

@inproceedings{Laamari10, added-at = {2010-09-21T00:00:00.000+0200}, author = {Laâmari, Wafa and Yaghlane, Boutheina Ben and Simon, Christophe}, biburl = {http://www.bibsonomy.org/bibtex/25f5246846cfaa5cd914489cbad9720dd/dblp}, booktitle = {SUM}, crossref = {conf/sum/2010}, editor = {Deshpande, Amol and Hunter, Anthony}, ee = {http://dx.doi.org/10.1007/978-3-642-15951-0_21}, interhash = {ffc9b6e36eefd0f8809ed0e247c2d187}, intrahash = {5f5246846cfaa5cd914489cbad9720dd}, isbn = {978-3-642-15950-3}, keywords = {dblp}, pages = {191-204}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2010-09-21T00:00:00.000+0200}, title = {Comparing Evidential Graphical Models for Imprecise Reliability.}, url = {http://dblp.uni-trier.de/db/conf/sum/sum2010.html#LaamariYS10}, volume = 6379, year = 2010 }

Zeineb Chelly

, Zied ELOUEDI

FDCM: A Fuzzy Dendritic Cell Method,

The 9th International Conference of Artificial Immune Systems, ICARIS 2010, 102-115, Edinburg, U.K, 26-29 Juillet , 2010

[BibTeX...]

@inproceedings{DBLP:conf/icaris/ChellyE10, author = {Zeineb Chelly and Zied Elouedi}, title = {FDCM: A Fuzzy Dendritic Cell Method}, booktitle = {ICARIS}, year = {2010}, pages = {102-115}, ee = {http://dx.doi.org/10.1007/978-3-642-14547-6_9}, crossref = {DBLP:conf/icaris/2010}, bibsource = {DBLP, http://dblp.uni-trier.de} }

Zeineb Chelly

, Zied Elouedi

FDCM: A Fuzzy Dendritic Cell Method,

The Ninth International Conference on Artificial Immune Systems, ICARIS’10, LNCS 6209 Springer, 102-113, Edinburgh, Ecosse, 26-29 Juillet , 2010

Zied Elouedi

, Eric Lefevre

, David Mercier

Disountings of a belief function using a confusion matrix,

The Twenty Twelfth International Conference on Tools with Artificial Intelligence, ICTAI 2010, 287-294, Arras, France, 27-29 Octobre , 2010

Wided Guezguez

, Nahla Ben Amor

, Khaled Mellouli

Qualitative possibilistic inﬂuence diagrams based on qualitative possibilistic utilities,

European Journal of Operational Research (EJOR), Vol. 195, 223-238, Mai , 2009

eor8909.pdf

Ahmed Badreddine

, T.Ben Romdhane

, Nahla Ben Amor

A Multi-objective Approach to Implement an Integrated Management System : Quality, Security, Environment,

IEEE Internatioanl Conference on Systems, Man, and Cybernetics ( IEEE SMC'2009 ), pp 4728-4733, Texas ( USA), 11-14 Octobre , 2009

Ahmed Badreddine

, T.Ben Romdhane

, Nahla Ben Amor

A New Process-Based Approach for Implementing an Integrated Management System : Quality, Security, Environment ,

International MultiConference of Engineers and Computer Scientists 2009 Vol II ( IMECS'2009 ), pp 1742-1747, Hong Kong, 18-20 Mars , 2009

Allali, A.

, El-Aroui M.A.

, and Limam, M.

Modelling the storage shelf life of dates using experimental design, Food Manufacturing Efficiency,

Vol. 2, No. 2, pp. 17-24. , 2009

Bakhta Haouari

, Nahla Ben Amor

, Zied Elouedi

Naïve possibilistic network classifiers,

Fuzzy Sets and Systems, FSS, Volume 160, Issue 22, 3224-3238 , 2009

Ben Abdelaziz F.

, Masri H.

“Multistage Stochastic Programming With fuzzy probability distribution”, Fuzzy Sets and Systems Journal, 160 (22), 3239-3249,

, 2009

Ben Abdelaziz F.

, El Fayedh R.

, Rao A.

“Discrete Stochastic Goal Programming for Portfolio Selection the case of UAE Equity Market”, Journal of Information and Operations research, 47, 5-13,

, 2009

Ben Abdelaziz F.

, Figueira J.

, Meddeb O.

“ On the Manipulability of Fuzzy Social Choice Functions”, Fuzzy Sets and Systems, 159, pp 177-184,

, 2009

Ben-Ahmed K.

, Aoun K.

, El-Aroui M.-A.

, Bouratbine A.

, Jeddi F., Ghrab.

Visceral leishmaniasis in Tunisia: Spatial distribution and association with climatic factors,

American Journal of Tropical Medicine and Hygiene, 81, No. 1. pp. 40-45 July , 2009

Boujenfa, K.

, Essoussi, N.

, and Limam, M.

Comparison of Phylogenetic Trees of Multiple Protein Sequence Alignment Methods,

International journal of Electrical and Computer Engineering , Vol. 4, No. 2, pp. 116-121. , 2009

Fayech, S.

, Essoussi, N.

, and Limam, M.

Partitioning clustering algorithms for protein sequence data sets,

BioData Mining Journal, 2:3. , 2009

Hanene Borchani

, Nahla BEN AMOR

, Fédia Khalfallah

Learning and evaluating Bayesian network equivalence classes from incomplete data,

International Journal of Pattern Recognition and Artiﬁcial Intelligence (IJPRAI), Vol. 22, No. 2, pages 1-25 , 2009

vf-ijprai.pdf

Ilyes Jenhani

, Nahla BEN AMOR

, Zied ELOUEDI

Decision trees as possibilistic classiﬁers,

International Journal of Approximate Reasoning (IJAR), Vol. 48/3, pages 784-807 , 2009

version_finale_-_ija7097.pdf

Co-éditeur de l’édition spéciale de International Journal of Approximate Reasoning relative à ECSQARU 2007,

IJAR, Volume 50, Issue 6, Juin , 2009

Kooli, I.

, and Limam, M.

Bayesian np control charts with adaptive sample size for finite production runs,

Quality and Reliability Engineering International, Vo. 25, Issue 4, pp. 439-448. , 2009

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Integrating ontological knowledge for iterative causal discovery and visualization,

ECSQARU , 2009 http://link.springer.com/chapter/10.1007%2F978-3-642-02906-6_16

ben_messaoud_esquaru2009.pdf

[BibTeX...]

@inproceedings{conf/ecsqaru/MessaoudLA09, added-at = {2009-06-07T00:00:00.000+0200}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2a1fd760f7b4cee2075c4a736f8f2224a/dblp}, booktitle = {ECSQARU}, crossref = {conf/ecsqaru/2009}, date = {2009-06-07}, description = {dblp}, editor = {Sossai, Claudio and Chemello, Gaetano}, ee = {http://dx.doi.org/10.1007/978-3-642-02906-6_16}, interhash = {f2a3d68b9f838e6e44a04eb1caa6040b}, intrahash = {a1fd760f7b4cee2075c4a736f8f2224a}, isbn = {978-3-642-02905-9}, keywords = {dblp}, pages = {168-179}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2009-06-07T00:00:00.000+0200}, title = {Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization.}, url = {http://dblp.uni-trier.de/db/conf/ecsqaru/ecsqaru2009.html#MessaoudLA09}, volume = 5590, year = 2009 }

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Building a bridge bet- ween Causal Bayesian Networks and ontologies,

JFRB 2010 , 2009

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization,

10th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2009 ), LNAI 5590, pp 168-179, Vérone ( Italie ), 1-3 Juillet , 2009

Nahla Ben Amor

, Salem Benferhat

, Khaled Mellouli

, Salma Smaoui

Inférence dans les réseaux possibilistes basés sur le conditionnement ordinal,

Revue d'Intelligence Artiﬁcielle (RIA), Numéro spécial sur les modèles graphiques dans les théories non probabilistes, Edition Hermes/Lavoisier, Vol. 21, No. 4, 489-519 , 2009

Nahla Ben Amor

, A.Ben Yaghlane

, F. Khlafallah

Building possibilistic network parameters using elicited expert opinions,

3rd International Conference on Modeling, Simulation, and Applied Optimization ( ICMSAO'09 ) ( CD-Rom), Sharjah ( Emirats Arabes Unis ), 20-22 Janvier , 2009

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Nouvelles méthodes pour l'inférence basées sur la compilation des réseaux possibilistes,

5ème Journées Francophones sur les réseaux bayésiens (JFRB'2010), Nantes (France) , 2009

Raouia Ayachi

, Nahla Ben Amor

Brain Tumor Segmentation Using Support Vector Machines ,

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Dynamic reduct from partially uncertain data using rough sets,

The Twelfth International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC’2009, LNAI 5908 Springer, 160-167, Delhi, Inde, 16-18 Décembre , 2009

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classifier,

The Twenty Second Canadian Artificial Intelligence Conference, AI'09, LNAI 5549 Springer, 257-261, Kelowna, British Columbia, Canada, 25-27 Mai , 2009

Salsabil Trabelsi

, Zied Elouedi

Attribute selection from partially uncertain data using rough sets,

The third International Conference on Modelling, Simulation, and Applied Optimization, ICMSAO'09, Sharjah, Emirats Arabes Unis, 20-22 Janvier , 2009

Ben Abdelaziz F.

, Ben Brahim M.

, Zaccour G.

“R&D equilibrium Strategies with Surfers”, Journal of Optimization Theory and Applications, 136, 1-13,

, Zied Elouedi

SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach,

The Fifth International Symposium on Foundations of Information and Knowledge Systems FoIKS 2008, LNCS 4932 Springer, 348-364, Pise, Italie, 11-15 Février , 2008

Ilyes Jenhani

, Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

SIM-PDT : A Similarity Based Possibilistic Decision Tree Approach ,

5th International Symposium on Foundations of Information and Knowledge Systems ( FolKS'2008 ), pp 348-364, Pisa ( Italy ), 11-15 Février, Springer , 2008

Krichen S.

, Ben Abdelaziz F.

“ An Optimal Stopping Problem by two or more decision makers”, Sequential Analysis, 26, 467-480,

, 2008

N. Naffakhi

, R. Faiz

Modèle flexible de Recherche d’Information dans de corpus de documents XML multimédia,

In Nouvelles Tendances Technologiques en Génie Électrique et Informatique, (GÉI 2008), Édition CPU, pages 205–214. , 2008

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d’intrusions,

Revue Technique et Science Informatiques (TSI), Edition Hermes/Lavoisier, Vol. 25, No. 2, 167-196 , 2008

Ramani S.

, El-Aroui M.-A.

, Carrere M.

On estimating a knowledge production function at the firm and sector level using patent statistics,

Research Policy, 37, No. 9. pp. 1568-1578. October , 2008

, Zied Elouedi

An incremental clustering approach within belief function theory,

The IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2008, 98-103, Palma De Majorque, Espagne, 1-3 Septembre , 2008

Wided Guezguez

, Nahla Ben Amor

Possibilistic Influence Diagrams Using Information Fusion,

12th International Conference on Information Precessing of Uncertainly in Knowledge Bades Systems ( IPMU'2008 ) ( CD-Rom), pp 345-352, Malaga ( Espagne ), 22-27 Juin , 2008

A. Heni

, Nahla Ben Amor

, S.Benferhat

, A.Alimi

Dynamic Possibilistic Networks : Representation and Exact Inference ,

IEEE International Conference on Computational Intelligence for Measurement Systems and Applications ( CIMSA'2007 ), 1-8,Ostuni ( Italy ), pp 27-29 Juin , 2007

Audun Josang

, Zied Elouedi

Interpreting Belief Functions as Dirichlet Distributions,

The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 393-404 Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 840-852, Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

Ilyes Jenhani

, Zied Elouedi

, Nahla Ben Amor

, S.Benferhat

, Khaled Mellouli

Information Affinity : a new similarity measure for possibilistic uncertain information ,

9th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2007 ), LNAI 4724, Springer, pp 840-852, Hammamet (Tunisie ), 31 Octobre - 2 Novembre , 2007

Imen Jraidi

, Zied Elouedi

Belief Classification Approach Based on Generalized Credal EM,

The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 524-535, Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

Karoui S.

, Bel Kadhi N.

, Ben Abdelaziz F.

''A game-theoretic model for a bidirectional Bluetooth authentication'', WSEAS transactions on Communications, 5 (6), pp. 1219-1227,

, 2007

Olfa Dridi

, Saoussen krichen

, Adel Guitouni

A Multiobjective Resource-Constrained Project-Scheduling Problem,

Lecture Notes in Computer Science (LNAI) 2007, Springer Verlag, vol. 4724, pp. 719-730, 2007 , 2007

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning belief decision tree methods in averaging and conjunctive approaches,

the International Journal of Approximate Reasoning, Vol 46(3): 568-595 , 2007

ijar_2007.pdf

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning belief decision tree methods in averaging and conjunctive approaches,

International Journal of Approximate Reasoning, IJAR, 46, 568-595 , 2007

Adnane Zribi

, Zied Elouedi

Apprendre à programmer par l’exemple : Fiches de cours et exercices corrigés en C,

Centre de Publication Universitaire (CPU), ISBN : 978-9973-37-315-1 , 2006

Aouni B.

, Ben Abdelaziz F.

, Martel J. M.

Decision-Maker’s Preferences Modeling in the Stochastic Goal Programming, European Journal of Operational Research, 162 (3), 610-618,

, 2006

B . Haouari

, Nahla Ben Amor

, Zied Elouedi

, Khaled Mellouli

Naïve possibilistic network classifiers,

XIII Congres of International Association for Fuzzy-Set Management and Economy ( SIGEF'2006 ), pp 441-461, Hammamet ( Tunisie ), 30 Novembre - 2 Décembre , 2006

Bakhta Haouari

, Nahla Ben Amor

, Zied Elouedi

, Khaled Mellouli

Naïve possibilistic network classifier,

The Thirteenth Congress of International Association for Fuzzy-Set Management and Economy, SIGEF 2006, 441-461, Hammamet, Tunisie, 30 Novembre-2 Décembre , 2006

H .Bochrani

, Nahla Ben Amor

, Khaled Mellouli

Learning Bayesian network equivalence classes from incomplete data,

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Information-based evaluation functions for probabilistic classifiers ,

11th International Conference on Information Processing of Uncertainly in Knowledge Based Systems ( IPMU'2006 ), pp 428-438, Paris (France ), 2-7 Juillet , 2006

Najeh Naffakhi

, Rim Faiz

A binary approach for the classification of images using a supervised learning,

In International Symposium on Image/Video Communications over fixed and mobile networks (ISIVC 2006) , 2006

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning Method of Belief Decision Trees,

World Academy of Science, Engineering and Technology, Special Journal Issue, Vol 21, 100-105 , 2006

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning method of belief decision trees,

World Academy of Science, Engineering and Technology, Special Journal Issue, Vol 21, 100-105 , 2006

Sarra Ben Hariz

, Zied Elouedi

, Khaled Mellouli

Clustering approach using belief function theory,

The Twelveth International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA 2006, LNAI 4183 Springer, 162-171, Varna, Bulgarie, 13-15 Septembre , 2006

Smine B

, Mankai Ch

تركيبة المركب الفعلي و طريقة تحليله مورفولوجيا ,

Actes de The Third International Conference of Computer Science Pratices in Arabic ( CSPA'06 ), 10-11 Mars 2006, Sharjah, UAE. , 2006

Zied Elouedi

, Patrick Vannoorenberghe

Inférence statistique et modèle de croyances transférables,

Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2006, 61-68, Toulouse, France, 19-20 Octobre , 2006

Le Management de la Qualité: Est- il un moyen pour sortir de la crise?,

Invited speaker to La Journée mondiale de la Qualité à Tunis, ATUPQUA, Acropole, Tunis, 11 novembre 2010. , 2005

Afef Ben Brahim

, Riadh Khanchel

, Mohamed Limam

Solving data fusion problems using robust classifiers combination,

the International Conference on SOft Computing and PAttern Recognition, SOCPaR 2010, December 07-10, 2010, Cergy Pontoise, Paris, France. , 2005

Dhouha Mejri

, Mohamed Limam

Improved Dynamic Weighted Majority algorithm for parameter selection,

43eme Journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2005

Ben Abdelaziz F.

, Masri H.

“Stochastic Programming with Fuzzy Linear Partial Information on Probability Distribution”, European Journal of Operational Research, 162(3), 619-629,

, 2005

Ben Abdelaziz F.

, Krichen S.

“An Interactive Method for the optimal Selection Problem with Two Decision Makers”, European Journal of Operational Research, 162(3), 602-609,

, 2005

Ben Abdelaziz F.

, Martel J. M.

, Mselmi A.

"IMGD: An Interactive Method for Group Decision Making", Journal of the Operational Research Society, 55, 464-474,

, 2005

Diebolt J.

, El-Aroui M.-A.

, Garrido M.

, Girard S.

Quasi-conjugate Bayes estimates for GPD parameters and application to heavy tails modelling,

Extremes, 8, No. 1-2. pp. 57-78. , 2005

Ilyes Jenhani

, Zied Elouedi

, Nahla Ben Amor

, Khaled Mellouli

Qualitative inference in possibilistic option decision trees,

The Eighth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2005, LNAI 3571 Springer, 944-955, Barcelone, Espagne, 6-8 Juillet , 2005

Ilyes Jenhani

, S.Benferhat

, Zied Elouedi

Naive Bayes vs Decision Trees in Intrusion Detection Systems,

19th Annual ACM SIG Symposium on Applied Computing ( ACM'2004), pp 420-424, Nicosie ( Chypre ), 14-17 Mars , 2004

Walid gani

, Mohamed Limam

A multivariate calibration approach based on support vector regression with direct orthogonal signal correction,

43eme Journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2004

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Assessing sensor reliability for multisensor data fusion with the transferable belief model,

IEEE Transactions on System Man and Cybernatics – Part B, 34, 782-787 , 2004

Amor Messaoud

, Porzio, G.C

, Hela abidi

, Mohamed Limam

A new data depth based EWMA control chart,

43eme journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2003

Nahla Ben Amor

, Salem Benferhat

, Khaled Mellouli

Anytime propagation algorithm for min-based possibilistic graphs,

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Naive Bayesian Networks in Instrusion Detection Systems,

Workshop on Probabilistic Graphical Models for Classification,held at the 14th European Conference on Machine Learning ( ECML ) and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases ( PKDD ), Dubrovnik ( Croatie ), 22-26 Septembre , 2003

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

, Khaled Mellouli

Decision Trees and Qualitative Possibilistic Inference : Application to the Instruction Detection Problem ,

7th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly (ECSQARU'2003), LNAI 2711, Springer, pp 419-431, Alborg ( Danemark ), 3-5 Juillet , 2003

El-Aroui M.-A.

, Diebolt J.

On the use of the Peaks Over Thresholds method for estimating out-of-sample quantiles,

Computational Statistics and Data Analysis, 39, No. 4. pp. 453-475. June , 2002

Nahla Ben Amor

, Salem Benferhat

, Didier Dubois

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Decision trees using the belief function theory,

The Eighth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2000, Vol I, 141-148, Madrid, Espagne, 3-7 Juillet , 2000

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Distributional Efficiency in Multiobjective Stochastic Linear Programming”, European Journal of Operational Research, 85, 399-415.,

, 1999

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

Dominance and Efficiency in Multiobjective Stochastic Linear Programming, in Caballero R, Ruiz F. and Steuer R. (eds.), Advances in Multiple Objective and Goal Programming, Lecture Notes in Economics and Mathematical Systems, Springer.,

, 1999

Bouassida, R.

, et Limam, M.

les Réseaux de Neurones Artificielles pour l’Amélioration de la Qualité, INRIA,

Revue Modulad, No. 23, 35- 52. , 1999

El-Aroui M.-A.

The Predictive-Sequential goodness-of-t approach: a study of the exponential distribution case,

Sequential Analysis, 18, No. 3-4. pp. 189-202. , 1999

Limam, M.

On Tolerance Bounds for Weibull Regression Models, Statistique et Analyses des Données,

Statistique et Analyses des Données, Vol. 16, No. 1, pp. 43 - 54. , 1999

Sondes Fayech

, Nadia Essoussi

, Mohamed Limam

DM-PRED METHOD: A New Method to Predict Secondary Structures Based on Data Mining Techniques,

BIOKDD’11/DEXA'11 Workshop, Toulouse, France, 29 Aug 2011 - 02 Sept. 2011. , 1999

Hajlaoui, M.

, et Limam, M.

Contrôle Economique Linéaire au Coût Minimal de la Qualité Optimisation et Décision,

Actes de FRANCORO II, pp.159 - 167, Sousse, Tunisie, 6 - 8, Avril 1998. , 1998

Khaled Mellouli

, Nahla Ben Amor

, Zied Elouedi

A new approach to the scenario method,

The Third International Conference on Systems Science and Systems Engineering ICSSSE'98, 319-324, Beijing, Chine, 25-28 Août , 1998

Walid Gani

, Mohamed Limam

A Robust Approach for Calibration of Near-Infrared Spectra,

ENBIS-11 Coimbra, Portugal, 4 – 8 September 2011. , 1998

Zied Elouedi

, Khaled Mellouli

Pooling dependent expert opinions using the theory of evidence,

The Seventh Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'98, Vol I, 32-39, Paris, France, 6-10 Juillet , 1998

Zied Elouedi

, Khaled Mellouli

Evaluating and ranking scenarios using belief function based model,

Computational Engineering in Systems Applications CESA'98, 102-106, Hammamet, Tunisie, 1-4 Avril , 1998

Amira Dridi

, Mohamed El Ghourabi

, Mohamed Limam

A new Financial Stress Index Framework Based on RST-SVR-CBR,

CALDAG 2001, The 8th International Meeting of the Classification and Data Analysis Group, Italian statistical Society, Pavia, Italy, 7-9 september, 2011. , 1997

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

Distributional Unanimity in Multiobjective Stochastic Programming, in J. N. Climaco (ed.), Multicriteria Analysis, Springer Verlag,

, 1997

Limam, M.

Les Intervalles de Tolérance Simultanés dans la Regression,

Actes des XXIXème Journées de Statistique, ASU-SSF, Carcassonne, France, 26 - 30 mai 1997, pp. 560 - 563. , 1997

Zied Elouedi

, Khaled Mellouli

Pooling expert opinions using Dempster-Shafer theory of evidence,

The IEEE International Conference On Systems, Man, and Cybernetics, 1103-1108, Orlondo, USA, 12-15 Octobre , 1997

Mohamed Limam.

Quelle statistique enseigner?,

Table Ronde: Regards croisés sur l’enseignement de la statistique: Zoom sur la Tunisie, 43 journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 1996

Bhatti, M.I.

, and Limam, M.

On the Construction of β-Content Tolerance Limits for One – Way Random Model,

Proceedings of the Sixth Stat. Sem. Karachi University, pp. 277-290. , 1996

El-Aroui M.-A.

, Soler J.L.

A Bayes Nonparametric Framework for Software Reliability Analysis,

IEEE Trans. on Reliability, 45, No. 4. pp. 652-660. December , 1996

El-Aroui M.-A.

, Lavergne Ch.

Generalized Linear Models in Software Reliability: parametric and semi-parametric approaches,

IEEE Trans. on Reliability, 45, No. 3. pp. 463-470. September , 1996

Limam, M.

Prediction Intervals for the Random One-Way ANOVA Model and the,

Pakistan Journal of Statistics, 12, 1, 85 - 91. , 1996

Al-Qunaibet, M.H

, Limam, M.

, and Sofian Badr Ed. Din

Testing for Returns to Scale in Dairy Farms in Saudi Arabia,

Journal of King Saud University - Agricultural Sciences, 7, 1, 3 -11. , 1995

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Pointwise Efficiency in Multiobjective Stochastic Linear Programming”, Journal of the Operational Research Society, 45 (11), 1324-1334,

, 1995

Ben Abdelaziz F.

, Krichen S.

, Chaouachi J.

A Hybrid Heuristic for Multiobjective Knapsack Problems, in S. Voss et. al. (eds) Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimization, 205-212, Kluwer,

, 1994

Limam, M.

Design and Analysis of Experiments,

Book in Arabic published by Mars Publishing Company, Riyadh, Saudi Arabia, 450 pages. , 1994

, and Limam, M.

Multivariate Control Chart Interpretation : Neural Computing vs Hotelling’s T² Decomposition, Computational Intelligence for Modelling, Control and Automation,

CIMCA’99, pp. 34 - 39. , 1986

Al-Qunaibet, M.H.

, Limam M.

, and Others

Econometric Analysis of the Demand for Dates in Saudi Arabia,

Proceedings of the Second Symposium on Date Palm, KSA, pp.565-576. , 1986

Limam, M.

, and Thomas, D.R.

Simultaneous Tolerance Intervals in the Random One-Way Model with Covariates,

Communications in Statistics, Computation and Simulation, 17, 3, 1007-1019. , 1984

The Change Point Model: SPC Method for Short Run Autocorrelated Data, Quality Technology and Quantitative Management,

Vol. 4, No. 3, pp.313-329.

Boujenfa, K.

, Essoussi, N.

, and Limam, M.

Comparison of Phylogenetic Trees of Multiple Protein Sequence Alignment Methods,

Proceedings of World Academy of Science, Engineering and Technology, October 2008, Volume 34, ISSN 2070-3740, pp. 322-327.

Haouari, F.

, and Limam, M.

Gene Expression Measures of Oligonucleotide Microarray Technology, in Statistics in Genomics and Proteomics, Ed. By Urfer, W. and Turkman, A.A,

Proceedings of the Workshop on Statistics in Genomics and Proteomics, pp. 77-92, Monte Estoril, Portugal

Limam, M.

, and Taleb, H.

Applying Hotelling’s T 2 Control chart to Multivariate Attribute Processes,

Proceedings of the International Symposium on computational Intelligence and Intelligent Informatics, Nabeul, May 19-23, 2003, pp. 155-159.

Amayed, Y.

, et Limam, M.

Comparaison Entre Deux Variantes de Carte de Contrôle Xbar ,

Actes des 32eme Journées de Statistique, SFdS, Fès, Maroc, pp. 771 - 775.

Ben Khedhiri, I.

, Weihs C.

, and Limam, M.

Adaptive kernel principal component analysis for nonlinear non-stationary process monitoring,

Proceedings of MSDM’09, TASA, Hammamet, March 5-6, 2009.

Ben Brahim, A.

, Khanchel, R.

, and Limam, M.

Solving data fusion problems using robust classifiers combination,,

Proceedings of the 2010 International Conference on Soft Computing and Pattern Recognition, SoCPaR 2010, Cergy-Pontoise – Paris, France, 7-10 December 2010; Art No.. 5686639, pp. 303-308.

Ben Khedhiri, I.

Lakhal, L.

, Limam, M.

, et Pasin, F.

La qualité du produit et son impact sur la performance financière et non-financière,

un modèle causal, Cahier de Recherche HEC; No : 03 - 03, Direction de la recherche, 35 p., HEC Montréal, Canada.

Lakhal, L.

, Pasin, F.

, and Limam, M.

A New Model for the "Quality - Financial Performance" Relationship,

Cahier du Groupe de Recherche: CHAINE, No.: 05-03, 22 pages, HEC-Montreal, Canada.

Lasaad El Moubarki

, Ghazi Bel Mufti

, Patrice Bertrand

, and Mohamed Limam

Analyse de la stabilité d’une partition basée sur la cohésion et l’isolation des classes,

Rencontre SFC, 2009.

Limam, M.

Les Intervalles de Tolérance Simultanés dans la Regression,

Actes des XXIXème Journées de Statistique, ASU-SSF, Carcassonne, France, 26 - 30 mai 1997, pp. 560 -563.

Mohamed Limam.

Statistical Service for R&D programs,

Seminaire National sur l’Analyse de l’information Statistique au service du Développement, Conseil National de la Statistique, Abou Nawas, Tunis, 13-14 April 2005.

Mohamed Limam.

Co-diploma: a Strategic choice for Tunisia,

Seminar: La Co-diplomation, organized by University of Sfax / CEMUR, Hotel Syphax, Sfax, March 20, 2004.

Taleb, H.

, and Limam, M.

,

Fuzzy Multivariate Control Charts for Multinomial Attribute Processes,

Proceedings of the Joint Japan Tunisia Workshop on Computer Systems and Information Technology, pp. 96-102, JT-CSIT’04, the University of Electro- Communications, Tokyo, Japan,

Abir Smiti

, Zied ELOUEDI

COID: A maintaining case method based on Clustering, Outliers and Internal Detection,

Chapitre d’ouvrage dans Studies in Computational Intelligence SCI295 Springer (Sélection SNPD 2010), 39-52

Al-Qunaibet, M.H

, Limam M.

, and Others

Econometric Analysis of the Demand for Dates in Saudi Arabia,

Proceedings of the Second Symposium on Date Palm, KSA, pp. 565-576.

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

Uncertainty in ontology matching: a decision rule-based approach,

International Conference on Information Processing and Management of Uncertainty in Knowledge- based Systems (IPMU’14), Springer,CCIS 442, Montpellier, France, July 15-19, pp 46-55, 2014

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

Processus de Décision Crédibiliste pour l'Alignement des Ontologies,

Rencontres Francophones sur la Logique Floue et ses Applications (LFA), octobre 2013, Reims, France.

Amira Essaid

, Boutheina Ben Yaghlane

, Arnaud Martin

Gestion du conflit dans l'appariement des ontologies,

Atelier Graphes et Appariement des objets complexes, Extraction et Gestion des Connaissances (EGC), 25 janvier 2011, Brest, France.

Amira Essaid

, Boutheina Ben Yaghlane

Vers une représentation incertaine des classes d’une ontologie OWL par une approche évidentielle,

Bakhta Haouari

, Nahla BEN AMOR

, Zied Elouedi

, Khaled Mellouli

Naïve Possibilistic Network Classiﬁers,

Fuzzy Sets and Systems (FSS), Vol. 160, Issue 22, 3224-3238

fss5495_avec_ref.pdf

Belhadj, B

, Mohamed Limam

Unidimensional and Multidimensional Fuzzy Poverty Measures from a Bootstrap Method Perspective,

Ben Abdelaziz F

, Mejri S.

Decentralized Bilevel Model for Shared Inventory Management accepted for publication in Production Planning and Control,

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

From generalized discrimination to logistic discrimination : Logistic sub-models definition for populations’ mixture in credit scoring,

Second Meeting on Statistics and Data Mining (MSDM 2010), Hammamet -Tunisie, Mars, 2010.

Bouassida, R.

, El Aroui, M.A.

, and Limam, M.

Multivariate Control Chart Interpretation : Neural Computing vs Hotelling’s T² Decomposition, Computational Intelligence for Modelling, Control and Automation,

CIMCA’99, pp. 34 - 39.

El Ghourabi, M.

, Dridi, A.

, and Limam, M.

A new financial stress Index framaework based on RST-SVR-CBR,

submitted to Advances in Statistical Analysis

Faisal Mili

, Mohamed Limam

Neural Networks Classification in Data Mining,

International Conference on Classification organized by the German Classification Society and the Dutch Classification Society, Department of Statistics, University of Dortmund, Dortmund, March 9 - 11, 2004.

Fatma Haouari

Scientific Research Management in New Universities, in Deanship of Scientific Research, and Quality Management in Higher Education, in Deanship of Academic Development,

Two Workshops in Quassim University, Saudi Arabia, March 13-19, 2008.

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: A serendipitous strategy for causal discovery and ontology evolution,

Knowledge-Based Systems Journal http://www.sciencedirect.com/science/article/pii/S0950705114004444

ben_messaoud_kbs_journal2015.pdf

[BibTeX...]

@article{BenMessaoud2014, title = "SemCaDo: A serendipitous strategy for causal discovery and ontology evolution ", journal = "Knowledge-Based Systems ", volume = "", number = "0", pages = " - ", year = "2014", note = "", issn = "0950-7051", doi = "http://dx.doi.org/10.1016/j.knosys.2014.12.006", url = "http://www.sciencedirect.com/science/article/pii/S0950705114004444", author = "Montassar Ben Messaoud and Philippe Leray and Nahla Ben Amor", keywords = "Causal Bayesian Networks", keywords = "Domain ontologies", keywords = "Serendipity", keywords = "Decisional guidance", keywords = "Causal discovery", keywords = "Experimental data", keywords = "Ontology evolution ", abstract = "Abstract Within the last years, probabilistic causality has become a very active research topic in artificial intelligence and statistics communities. Due to its high impact in various applications involving reasoning tasks, machine learning researchers have proposed a number of techniques to learn Causal Bayesian Networks. Within the existing works in this direction, few studies have explicitly considered the role that decisional guidance might play to alternate between observational and experimental data processing. In this paper, we go further by introducing a serendipitous strategy to elucidate semantic background knowledge provided by the domain ontology to learn the causal structure of Bayesian Networks. We also complement our contribution with an enrichment process by which it will be possible to reuse these causal discoveries, support the evolving character of the semantic background and make an ontology evolution. Finally, the proposed method will be validated through simulations and real data analysis. " }

Montassar Ben Messaoud

DYNAMIC: a collaborative filtering strategy for assigning examination's rooms to supervisors,

SAC 2015

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Réseaux Bayésiens Naïfs et Arbres de Décision dans les systèmes de Détection d'Intrusions ,

14ème congrès Francophone AFRIF-AFIA, Reconnaissance des Formes et Intelligence Artificielle ( RFIA'2004 ), pp 1175-1184, Toulouse ( France ), 28-30 Janvier 2004 ( version française ACM'2004)

Nessrine El Hadj Salem

, Allel Hadjali

, Boutheina Ben Yaghlane

, Aymen Gammoudi

Une Approche Crédibiliste pour la Gestion de l’Incertitude Temporelle,

L’article présente une approche fondée sur les fonctions de croyances pour représenter l’incertitude des relations temporelles dans le cadre de l’algèbre des points. Nous montrons comment le concept des fonctions de masse permet de modéliser la connaissance incertaine sur les relations possibles entre instants. L’incertitude peut aussi être exprimée au moyen d’un vecteur de mesures de croyance. Un ensemble de règles permettant de raisonner sur des relations temporelles crédibilistes est aussi établi.

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

A Possibilistic framework for solving multi-objective problems under uncertainly : Definition of new Pareto optimality ,

16th International Workshop on Nature Inspired Distributed Computing ( NIDISC'2013 ),Boston, Massachusetts ( USA ), 20-24 Mai

Riadh Khanchel

, Mohamed Limam

An Empirical Comparison of Arcing and Randomization Extension,

The International Conference on Computing & e-Systems, TIGERA-USA, Hammamet, Tunisia, March 12-14, 2007.

Riadh Khanchel

, Mohamed Limam

Empirical comparison of Arcing Algorithms,

Applied Statistical Modelling and Data Analysis, ASMDA, France, May 2005.

Riadh Khanchel

, Mohamed Limam

Empirical comparison of Boosting Algorithms,

Sabrine Mallek

, Imen Boukhris

, Zied ELouedi

Predicting Proteins Functional Family: A Graph-based Similarity Derived from Community Detection,

The 7th International Conference on Intelligent Systems, IS’14, Advances in Intelligent Systems and Computing 323 Springer, 529-639, Varsaw, Poland, 24-26, September http://link.springer.com/chapter/10.1007%2F978-3-319-11310-4_54

[BibTeX...]

@inproceedings{ year={2015}, isbn={978-3-319-11309-8}, booktitle={Intelligent Systems'2014}, volume={323}, series={Advances in Intelligent Systems and Computing}, editor={Filev, D. and Jabłkowski, J. and Kacprzyk, J. and Krawczak, M. and Popchev, I. and Rutkowski, L. and Sgurev, V. and Sotirova, E. and Szynkarczyk, P. and Zadrozny, S.}, doi={10.1007/978-3-319-11310-4_54}, title={Predicting Proteins Functional Family: A Graph-Based Similarity Derived from Community Detection}, url={http://dx.doi.org/10.1007/978-3-319-11310-4_54}, publisher={Springer International Publishing}, keywords={graph-based similarity; community; protein binding sites classification; maximum almost common subgraph}, author={Mallek, Sabrine and Boukhris, Imen and Elouedi, Zied}, pages={629-639}, language={English} }

Sawssen Bahria

, Nedia Essoussi

, Mohamed Limam

Geostatistical estimation and support vector machines for hyperspectral data classification,

Proceedings of MSDM 2009, Hammamet, Tunisia, March 5-6, 2009.

Sondes Fayech

, Nadia Essoussi

, Mohamed Limam

Comparative Study of Protein Secondary Structure Prediction Methods,

Tunisian Management Science Society, (TMSS) Annual Meeting, Hammamet, Tunisia, June 26-27, 2007.

Taleb, H.

, Limam, M.

, and Hirota, K.

Fuzzy Methodologies for Multivariate Attribute Processes, Proceedings of the International Symposium on Computational Intelligence and Intelligent Informatics,

(Outstanding paper award) ISCIII05, pp. 109-119.

Walid Gani

, Mohamed Limam

, Hassen Taleb

Statistical Process Control using Support Vector Machines,

TMSS Annual Meeting, Hammamet, Tunisia, June-26-27, 2007.

Smine B

, Faiz R

, Desclés J-P

Relevant learning objects extraction based on semantic annotation,

International Journal of Metadata, Semantics and Ontologies, Volume 8, N°1, 2013, p.13-27.

Espace Membres

Recherche

05/02/2024

IBI2024

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