RECHERCHE |
Publications

Dalila Amara

, Ridha Khédri

, Ines Meriah

An OWL Multi-Dimensional Information Security Ontology,

ENASE , 2023

, Lilia Rejeb

, Wiem Zaouga

Tailoring project management practices for decision making: an in-depth comparative study,

International Journal of Project Organisation and Management , 2023

Dalila Amara

, Latifa Ben Arfa Rabai

Towards a New Semantic Metric for Error Detection Based on Program State Redundancy,

Int. J. Syst. Serv. Oriented Eng. , 2021

Dalila Amara

, Ezzeddine Fatnassi

An Empirical Assessment and Validation of Redundancy Metrics Using Defect Density as Reliability Indicator,

Sci. Program. , 2021

Ines Meriah

, Ridha Khédri

Towards an Automatic Approach to the Design of A Generic Ontology for Information Security,

, 2021

, Ridha Khédri

, Mouna Jouini

A quantitative assessment of security risks based on a multifaceted classification approach,

Int. J. Inf. Sec. , 2021

Wiem Zaouga

, Latifa Ben Arfa Rabai

A Decision Support System Based on Ontology Learning from PMI’ Project Risk Management,

Advances in intelligent systems and computing , 2021

Wiem Zaouga

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

, 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

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

Marouene CHAIEB

, 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

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} }

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

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.,

Proceedings of the 16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI’2015. pages: 311-316. Budapest. , 2015

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

AN ADVANCED TOOL FOR MANAGING FUZZY COMPLEX TEMPORAL INFORMATION,

Time has a crucial role in many real-life applications. Allen temporal relations are one of the most used and known formalisms for modelling and handling temporal data. This paper discusses an idea to introduce some kind of flexibility in defining such relations between two fuzzy time intervals. The key concept of this approach is a fuzzy tolerance relation conveniently modelled. Tolerant Allen temporal relations are then defined using the dilated and the eroded intervals of the initial fuzzy time intervals. By leveraging some particular fuzzy indices to compare two fuzzy time intervals, this extension of Allen relations is implemented in Fuzz-TIME tool developed in our previous works. , 2015

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

Modeling Temporal Relations between Fuzzy Time Intervals: A Disjunctive View,

In many applications domains, time modeling has a fundamental role. Allen temporal relations are one of the most used and known formalisms for modeling and handling temporal data. However, classical Allen relations deal only with crisp time information, but time is often subjective and fuzzy. This paper discusses a disjunctive view of temporal relations between fuzzy time intervals. This approach is mostly based on an extension of Allen relations allowing to compare two fuzzy time intervals. By leveraging some particular fuzzy comparison indices, this extension is implemented in the Fuzz , 2015

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Parallel K-prototypes for Clustering Big Data, ICCCI 2015,

In Proceedings of the International conference ICCI 2015, , pages 627-238, Madrid, ESP. , 2015

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

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

In Proceedings of the IEEE International conference DSAA'2015, Paris, France. , 2015

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Mohamed Limam

Kernel based learning methods to identify overlapping clusters with linear and nonlinear boundaries.,

Journal of Classification, Volume 32 (2), pages 176-211 -Springer , 2015 http://www.springer.com/statistics/statistical+theory+and+methods/journal/357

joural_of_classification_final_version.pdf

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Overview of partitional overlapping clustering methods. ,

Partitional Clustering Algorithm (PCA) pp 245-275. Springer , 2015 http://springer.libdl.ir/chapter/10.1007/978-3-319-09259-1_8

pca2014_correction.pdf

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Using Sequences of Words for Non-Disjoint Grouping of Documents.,

International journal of Pattern Recognition and Artificial Intelligence (IJPRAI),Volume 29 issue 03, pages 1-20 – Worldscientific. , 2015 http://www.worldscientific.com/doi/abs/10.1142/S0218001415500135

ws-ijprai.pdf

Mariem Bambia

, Mohand Boughanem

, Rim Faiz

Un modèle de langue pour l'estimation de la fraîcheur et la pertinence des documents Web,

Un système de recherche d’information performant doit satisfaire les différents types de besoins des utilisateurs visant une variété de catégories de requêtes. Ces catégories comprennent les requêtes sensibles au temps où le contenu récent est l’exigence principale de l’utilisateur. Cependant, l’utilisation des caractéristiques temporelles des documents pour mesurer leur fraîcheur reste une tâche difficile étant donné que ces caractéristiques ne sont pas représentées avec précision dans les documents récents. Dans cet article, nous proposons un modèle de langue qui estime la pertinence et la fraîcheur des documents vis-à-vis des requêtes sensibles au temps réel. Notre approche modélise la fraîcheur en exploitant des sources d’information fraîches, plus précisément des termes extraits à partir des tweets récents et thématiquement pertinents par rapport à la requête de l’utilisateur. Nos expérimentations montrent que l’extraction des termes frais à partir de Twitter améliore les résultats de recherche requis par l’utilisateur. , 2015

[BibTeX...]

@inproceedings{conf/inforsid/BambiaBF15, added-at = {2015-06-06T00:00:00.000+0200}, author = {Bambia, Mariem and Boughanem, Mohand and Faiz, Rim}, biburl = {http://www.bibsonomy.org/bibtex/20c25b35a060c904249400b5226f943dd/dblp}, booktitle = {INFORSID}, crossref = {conf/inforsid/2015}, ee = {http://inforsid.fr/Biarritz2015/wp-content/uploads/actes2015/re3.pdf}, interhash = {b8ca277b885c3ba00b1db69d0ad6c0d6}, intrahash = {0c25b35a060c904249400b5226f943dd}, keywords = {dblp}, pages = {317-330}, timestamp = {2015-06-19T15:31:17.000+0200}, title = {Un modèle de langue pour l'estimation de la fraîcheur et la pertinence des documents Web.}, url = {http://dblp.uni-trier.de/db/conf/inforsid/inforsid2015.html#BambiaBF15}, year = 2015 }

Mariem Bambia

, Rim Faiz

FRel: A Freshness Language Model for Optimizing Real-Time Web Search,

An effective information retrieval system must satisfy different users search intentions expecting a variety of queries categories, comprising recency sensitive queries where fresh content is the major user’s requirement. However, using temporal features of documents to measure their freshness remains a hard task since these features may not be accurately represented in recent documents. In this paper, we propose a language model which estimates the topical relevance and freshness of documents with respect to real-time sensitive queries. In order to improve recency ranking, our approach models freshness by exploiting terms extracted from recently posted tweets topically relevant to each real-time sensitive query. In our experiments, we use these fresh terms to re-rank initial search results. Then, we compare our model with two baseline approaches which integrate temporal relevance in their language models. Our results show that there is a clear advantage of using microblogs platforms, such as Twitter, to extract fresh keywords. , 2015

[BibTeX...]

@inproceedings{DBLP:conf/csoc/BambiaF15, author = {Mariem Bambia and Rim Faiz}, title = {FRel: {A} Freshness Language Model for Optimizing Real-Time Web Search}, booktitle = {Intelligent Systems in Cybernetics and Automation Theory - Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 2: Intelligent Systems in Cybernetics and Automation Theory}, pages = {207--216}, year = {2015}, crossref = {DBLP:conf/csoc/2015-2}, url = {http://dx.doi.org/10.1007/978-3-319-18503-3_21}, doi = {10.1007/978-3-319-18503-3_21}, timestamp = {Thu, 30 Jul 2015 15:59:40 +0200}, biburl = {http://dblp.dagstuhl.de/rec/bib/conf/csoc/BambiaF15}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Mariem Bambia

, Mohand Boughanem

, Rim Faiz

Context-Awareness and Viewer Behavior Prediction in Social-TV Recommender Systems: Survey and Challenges,

This paper surveys the landscape of actual personalized TV recommender systems, and introduces challenges on context-awareness and viewer behavior prediction applied to social TV-recommender systems. Real data related to the viewers behaviors and the social context have been picked up in real-time through a social TV platform. We highlighted the future benefits of analyzing viewer behavior and exploiting the social influence on viewers’s preferences to improve recommendation in respect with TV contents’ change. , 2015

[BibTeX...]

@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

[BibTeX...]

@inproceedings{HaddadLIFSA, author = {Maroua Haddad and Philippe Leray and Nahla Ben Amor}, title = {learning possibilistic networks from data : a survey}, booktitle = {16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)}, year=2015, pages = {194--201} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Evaluating Product-Based Possibilistic Networks Learning Algorithms,

ECSQARU 2015: 312-321 , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-20807-7_28

[BibTeX...]

@inproceedings{HaddadLA15, author = {Maroua Haddad and Philippe Leray and Nahla Ben Amor}, title = {Evaluating Product-Based Possibilistic Networks Learning Algorithms}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty}, year=2015 pages = {312--321}, }

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

Nessrine El Hadj Salem

, Pr. Allel Hadjali

, Pr. Boutheina Ben Yaghlane

, Aymen Gammoudi

An Evidential Approach for Managing Temporal Uncertainty,

, 2015

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,

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 , 2015

Wided Guezguez

, Rania Zaini

, Ebtehal Quqandi

A multi criteria decision making model for software selection to build e-portfolio, The Fifth International Conference on e-learning "Cognitively informed technology", IEEE. October 2015.,

, 2015

Zeineb Chelly

, Zied ELOUEDI

Hybridization schemes of the fuzzy dendritic cell immune binary classifier based on different fuzzy clustering techniques,

New Generation Computing, Springer 33(1): 1-31 (2015). , 2015

Abir Smiti

, Zied Elouedi

Maintaining case based reasoning systems based on soft competence model.,

Proceedings of the 9th International Conference on Hybrid Artificial Intelligence Systems, Springer, HAIS’2014, Lecture Notes in Computer Science, 666-677. , 2014

Abir Smiti

, Zied ELOUEDI

WCOID-DG: An Approach for Case Base Maintenance Based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans.,

Journal of Computer and System Sciences, Elsevier, 80 (1), 27-38. , 2014

Abir Smiti

, Zied Elouedi

Case-deletion strategy for maintaining the Case Based Reasoning system,

Proceedings of the Second World Conference on Complex Systems IEEE. (WCCS 2014). Pages 37- 42. Agadir. , 2014

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

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Multi-Criteria Decision Making Method with Belief Preference Relations,

International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, IJUFKS, 22(4) , 2014

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

A Distance-Based Decision in the Credal Level,

In proceedings of the 12th International Conference on Artificial Intelligence and Symbolic Computation (AISC'14), Seville, Spain, pages 147-156 , 2014

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

An Intelligent Flexible Querying Approach for Temporal Databases,

Cet article propose une approche intelligente pour l'interrogation des bases de données temporelles en utilisant des critères temporels flous. En s’appuyant sur les relations temporelles d’Allen floues, une classe particulière de critères est étudiée. Tout d'abord, un langage de requête qui prend en charge une requête temporelle flexible est discutée. Ensuite, l'architecture et l'interface du système développé sont explicitement décrites. , 2014

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

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

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

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

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 }

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 Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

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

Pattern Recognition Letters, 62, 49 - 54 , 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}, }

Zeineb Chelly

, Abir Smiti

, Zied Elouedi

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

Proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, Springer, ICAISC’2012 , Lecture Notes in Computer Science, 7268 , 233-241. , 2014

Zeineb Chelly

, Zied ELOUEDI

Improving the dendritic cell algorithm performance using fuzzy-rough set theory as a pattern discovery technique,

Proceedings of the 5th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA’2014, Ostrava, Czech Republic, pp. 23-32, Springer. , 2014

Zeineb Chelly

, Zied ELOUEDI

A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances,

Proceedings of the 8th Hellenic Conference on Artificial Intelligence, SETN’2014, Ioannina, Greece, pp. 43-56, Springer. , 2014

Zeineb Chelly

, Zied ELOUEDI

two-leveled hybrid dendritic cell algorithm under imprecise reasoning,

Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2014, Vancouver, Canada, pp. 97-104, ACM. , 2014

Zeineb Chelly

, Zied ELOUEDI

A Study of the Data Pre-Processing Module of the Dendritic Cell Evolutionary Algorithm,

Proceedings of the 2nd International Conference on Control, Decision and Information Technologies, Codit’2014, Metz, France, pp. 634-639, IEEE. , 2014

Abir Smiti

, Zied Elouedi

Soft DBSCAN: Improving DBSCAN Clustering Method using Fuzzy Set Theory.,

Proceedings of the 6th International Conference on Human System Interaction, IEEE, HSI’2013 , 380-385. , 2013

Abir Smiti

, Zied Elouedi

Using clustering for maintaining case based reasoning systems.,

Proceedings of the 5th International Conference on Modeling, Simulation And Applied Optimization, IEEE, ICMSAO’2013 , 1-6. , 2013

Abir Smiti

, Zied Elouedi

Competence of case-based reasoning system utilizing a soft density-based spatial clustering of application with noise method.,

Book Chapter, Special Issue Human-Computer Systems Interaction, Springer, HSI’2014 , 559 , 47-56. , 2013

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

On the Extension of k-means for Overlapping Clustering: Average or Sum of clusters' representatives ?.,

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), pages 208-213, Vilamora, Portugal. , 2013

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Non-Disjoint Cluster Analysis with Non-Uniform Density.,

In Proceedings of the International Conference on Mining Intelligence and Knowledge Exploration (MIKE), LNCS volume 8284, pages 100-111, Tamil Nadu, India. , 2013

Ben N'Cir Chiheb-Eddine

, Zenned Afef

, Essoussi Nadia

Non-disjoint grouping of text documents based Word Sequence Kernel.,

In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 253-262, Toulouse, France. , 2013

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Un modèle générique pour les k-moyennes à recouvrements ajustables,

In Proceedings of the Workshop EGC 2013 : Fouille de données complexes, pages 81-92, Toulouse, France. , 2013

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Detecting overlapping clustering with small and parameterizable overlaps,,

In Proceedings of the IEEE International Conference on Computer Applications Technology (ICCAT), pages 1-6, Sousse, Tunisia. , 2013

E. Alba

, H. Ben-Romdhane

, S. Krichen

, B. Sarasola

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

in Evolutionary Computation for Dynamic Optimization Problems, ser. Studies in Computational Intelligence, Eds. Springer Berlin Heidelberg, vol. 490, pp. 171-191. , 2013 http://link.springer.com/chapter/10.1007%2F978-3-642-38416-5_7#page-1

H. Ben-Romdhane

, E. Alba

, S. Krichen

Best Practices in Measuring Algorithm Performance for Dynamic Optimization Problems,

Soft Computing, Springer-Verlag, vol. 17, no. 6, pp. 1005-1017. , 2013 http://link.springer.com/article/10.1007%2Fs00500-013-0989-7#page-1

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

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} }

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

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

Wafa Laâmari

, Boutheina ben Yaghlane

, Christophe Simon

On the Use of a Mixed Binary Join Tree for Exact Inference in Dynamic Directed Evidential Networks with Conditional Belief Functions,

The 6th International Conference on Knowledge Science, Engineering and Management, KSEM 2013, Lecture Notes in Computer Science 8041 Springer, Dalian, China, August 10-12, pp 310-324 , 2013

[BibTeX...]

@inproceedings{LaamariYS13-0, title = {On the Use of a Mixed Binary Join Tree for Exact Inference in Dynamic Directed Evidential Networks with Conditional Belief Functions}, author = {Wafa Laâmari and Boutheina Ben Yaghlane and Christophe Simon}, year = {2013}, doi = {http://dx.doi.org/10.1007/978-3-642-39787-5_26}, researchr = {http://researchr.org/publication/LaamariYS13-0}, cites = {0}, citedby = {0}, pages = {310-324}, booktitle = {Knowledge Science, Engineering and Management - 6th International Conference, KSEM 2013, Dalian, China, August 10-12, 2013. Proceedings}, editor = {Mingzheng Wang}, volume = {8041}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-642-39786-8}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

New Propagation Algorithm in Dynamic Directed Evidential Networks with Conditional Belief Functions,

The 3rd International Symposium on Integrated Uncertainty in Knowledge Modelling, and Decision Making, IUKM 2013, Lecture Notes in Computer Science 8032 Springer, Biejing, China, July 12-14, pp 50-64 , 2013

[BibTeX...]

@inproceedings{LaamariYS13, title = {New Propagation Algorithm in Dynamic Directed Evidential Networks with Conditional Belief Functions}, author = {Wafa Laâmari and Boutheina Ben Yaghlane and Christophe Simon}, year = {2013}, doi = {http://dx.doi.org/10.1007/978-3-642-39515-4_5}, researchr = {http://researchr.org/publication/LaamariYS13}, cites = {0}, citedby = {0}, pages = {50-64}, booktitle = {Integrated Uncertainty in Knowledge Modelling and Decision Making - International Symposium, IUKM 2013, Beijing, China, July 12-14, 2013. Proceedings}, editor = {Zengchang Qin and Van-Nam Huynh}, volume = {8032}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-642-39514-7}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

A compilation based approach to inference in dynamic evidential networks,

The 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013, IEEE-Computer Society, Hammamet, Tunisia, April 28-30, pp 1-8 , 2013

Zeineb Chelly

, Zied ELOUEDI

Further Exploration of the Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier Phase,

Proceedings of the 4th , IEEE International Conference on E-Health and Bioengineering, EHB’2013, Iasi, Romania, pp. 1- 4, IEEE. , 2013

Zeineb Chelly

, Zied ELOUEDI

Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase,

Proceedings of the 20th International Conference on Neural Information Processing, ICONIP’2013, Daegu, South Korea, pp. 164-171, Springer. , 2013

Zeineb Chelly

, Zied ELOUEDI

QR-DCA : A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm,

Proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA’2013, Lausanne, Switzerland, pp. 140-150, Springer. , 2013

Zeineb Chelly

, Zied ELOUEDI

Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier,

Proceedings of the 12th European Conference on Symbolic and Qualitative Approaches to Reasoning with Uncertainty, ECSQARU’2013, Utrecht, Netherlands, pp. 109 – 120, Springer. , 2013

Zeineb Chelly

, Zied ELOUEDI

A New Data Pre-processing Approach for the Dendritic Cell Algorithm Based on Fuzzy Rough Set Theory,

Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2013, Amsterdam, Netherlands, pp. 163 – 164, ACM. , 2013

Zeineb Chelly

, Zied ELOUEDI

A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier,

Proceedings of the 4th International Conference on Swarm Intelligence, IC-SI’2013, Harbin, China, pp. 514-521, Springer. , 2013

Abir Smiti

, Zied Elouedi

Soft competence model for case based reasoning.,

Proceedings of the 3rd International Conference Beyond Artificial Intelligence, Springer, BAI’2013 , 110-121. , 2012

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Introducing Incomparability in Modeling Qualitative Belief Functions,

Proceedings of the International Conference on Modeling Decisions for Artificial Intelligence (MDAI), Springer-Verlag, Catalonia, Spain, 382–393 , 2012

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Reasoning under uncertainty in the AHP method using the belief function theory,

Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) 373–383. , 2012

Ben Abdelaziz F

Solution approaches for the Multiobjective Stochastic Programming, European Journal of Operations Research, 216 (1), 1-60,

, 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

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

Rimah Amami

, Gaith Manita

, Abir Smiti

Robust speech recognition using consensus function based on multi-layer networks,

CISTI'2014 Workshop: WISA – Workshop on Intelligent Systems and Applications 2014, IEEE. , 2012

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

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

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

[BibTeX...]

@inproceedings{Laamari12, author = {Wafa La{\^a}mari and Boutheina Ben Yaghlane and Christophe Simon}, title = {On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions}, booktitle = {SUM}, year = {2012}, pages = {206-218}, ee = {http://dx.doi.org/10.1007/978-3-642-33362-0_16}, crossref = {DBLP:conf/sum/2012}, bibsource = {DBLP, http://dblp.uni-trier.de} }

Wafa laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

Dynamic Directed Evidential Networks with Conditional Belief Functions: Application to System Reliability,

The 14th International Conference on Information and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Part III CCIS 299 Springer, Catane, Italy, July 9-13, pp 481-490 , 2012

[BibTeX...]

@inproceedings{LaamariYS12, author = {Wafa La{\^a}mari and Boutheina Ben Yaghlane and Christophe Simon}, title = {Dynamic Directed Evidential Networks with Conditional Belief Functions: Application to System Reliability}, booktitle = {IPMU (3)}, year = {2012}, pages = {481-490}, ee = {http://dx.doi.org/10.1007/978-3-642-31718-7_50}, crossref = {DBLP:conf/ipmu/2012-3}, bibsource = {DBLP, http://dblp.uni-trier.de} }

Zeineb Chelly

, Zied ELOUEDI

RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory,

Proceedings of the 19th International Conference on Neural Information Processing, ICONIP’2012, Doha, Qatar, pp. 480-487, Springer. , 2012

[BibTeX...]

@inproceedings{DBLP:conf/iconip/ChellyE12, author = {Zeineb Chelly and Zied Elouedi}, title = {{RST-DCA:} {A} Dendritic Cell Algorithm Based on Rough Set Theory}, booktitle = {Neural Information Processing - 19th International Conference, {ICONIP} 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}}, pages = {480--487}, year = {2012}, crossref = {DBLP:conf/iconip/2012-3}, url = {http://dx.doi.org/10.1007/978-3-642-34487-9_58}, doi = {10.1007/978-3-642-34487-9_58}, timestamp = {Tue, 06 Nov 2012 13:25:30 +0100}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/iconip/ChellyE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Zeineb Chelly

, Zied ELOUEDI

RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory,

Proceedings of the 11th International Conference of Artificial Immune Systems, ICARIS’2012, Taormina, Sicily, Italy, pp. 152-165, Springer. , 2012

[BibTeX...]

@inproceedings{DBLP:conf/icaris/ChellyE12, author = {Zeineb Chelly and Zied Elouedi}, title = {{RC-DCA:} {A} New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory}, booktitle = {Artificial Immune Systems - 11th International Conference, {ICARIS} 2012, Taormina, Italy, August 28-31, 2012. Proceedings}, pages = {152--165}, year = {2012}, crossref = {DBLP:conf/icaris/2012}, url = {http://dx.doi.org/10.1007/978-3-642-33757-4_12}, doi = {10.1007/978-3-642-33757-4_12}, timestamp = {Sun, 02 Sep 2012 20:47:18 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/icaris/ChellyE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Zeineb Chelly

, Abir Smiti

, Zied ELOUEDI

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

[BibTeX...]

@inproceedings{DBLP:conf/icaisc/ChellySE12, author = {Zeineb Chelly and Abir Smiti and Zied Elouedi}, title = {{COID-FDCM:} The Fuzzy Maintained Dendritic Cell Classification Method}, booktitle = {Artificial Intelligence and Soft Computing - 11th International Conference, {ICAISC} 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part {II}}, pages = {233--241}, year = {2012}, crossref = {DBLP:conf/icaisc/2012-2}, url = {http://dx.doi.org/10.1007/978-3-642-29350-4_28}, doi = {10.1007/978-3-642-29350-4_28}, timestamp = {Thu, 19 Apr 2012 16:00:20 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/icaisc/ChellySE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Imen kooli

, Mohamed Limam

Formulation économique d’une carte de contrôle aux attributs utilisant une taille d’echantillon variable,

41eme Journées de Statistique, SFdS, Bordeaux, 25-29 May, 2009. , 2011

Abir Smiti

, Zied ELOUEDI

Overview of maintenance for case based reasoning systems.,

International Journal of Computer Applications, 32 , 49-56. , 2011

Abir Smiti

, Zied Elouedi

DBSCAN-GM: An Improved Clustering Method Based on Gaussian Means and DBSCAN Techniques.,

Proceedings of the 16th International Conference on Intelligent Engineering Systems, IEEE, INES’2012 , 573-578. , 2011

Ben Abdelaziz F.

, Masmoudi M.

A multiobjective Stochastic Program for Hospital Bed Management, to appear Journal of Operations Research Society, 39,1-9,

, 2011

Ben Abdelaziz F.

, Masri H.

“A compromise solution for the multiobjective stochastic linear programming under partial uncertainty”, European Journal of Operations Research, 202 (1), 55-59.,

, 2011

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Classification Recouvrante Bassée sur les Méthodes à Noyau,

BenN’Cir, C. and Essoussi, N. (2011). Classification Recouvrante Bassée sur les Méthodes à Noyau. Journées de statistiques, Société Francophone de Statistique, JDS 2011, Tunis, Tunisia , 2011

Dia M

, Ben Abdelaziz F.

A Hierarchical Methodology for Performance Evaluation Based on Data Envelopment Analysis: The Case of Companies’ Competitiveness in an Economy, American Journal of Operations Research, 1,134-146,

, 2011

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

H. Masri

, F. Ben Abdelaziz

, I. Meftahi

”A multiobjective Stochastic Portfolio Selection with partial Information on Probability Distribution”, to appear in Journal of Financial Decision Making,7 (1),153-165.,

, 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

Masri H

, Ben Abdelaziz F.

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

, 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

[BibTeX...]

@inproceedings{conf/ecsqaru/MessaoudLA11, added-at = {2011-06-29T00:00:00.000+0200}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2de2b2274b3f96f3b5e2041f4e5e0c781/dblp}, booktitle = {ECSQARU}, crossref = {conf/ecsqaru/2011}, editor = {Liu, Weiru}, ee = {http://dx.doi.org/10.1007/978-3-642-22152-1_16}, interhash = {015a9d774b2dde07021169211ced97b3}, intrahash = {de2b2274b3f96f3b5e2041f4e5e0c781}, isbn = {978-3-642-22151-4}, keywords = {dblp}, pages = {182-193}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2011-06-29T00:00:00.000+0200}, title = {SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies.}, url = {http://dblp.uni-trier.de/db/conf/ecsqaru/ecsqaru2011.html#MessaoudLA11}, volume = 6717, year = 2011 }

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: a serendipitous strategy for managing the crossing-over between the causal discovery and the ontology evolution,

JFRB 2012 , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Classification Approach based on Dynamic Core for Web Mining database,

the Third international Workshop of rough set theory (RST), Milano, Italy ,14-16 September , 2011

rst11.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification systems based on rough sets under the belief function framework,

the International Journal of Approximate Reasoning, Vol 52(9), 1409-1432 , 2011

ijar_2011.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification with dynamic reduct and belief function,

Journal Transactions on Rough Sets XIV, Springer-Verlag, 202-233 , 2011

trs_2011.pdf

Sawssen Bahria

, Mohamed Limam

Second order statistics for hyperspectral data classification,

Les 42eme Journées de Statistique, Sociéte de Statistique de France, Marseille, France, 24-28 May 2010. , 2010

Abir Smiti

, Zied ELOUEDI

WCOID: Maintaining Case-Based Reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection,,

The Eleventh International on Intelligent Systems Design and Applications, ISDA 2011, 356-361, Cordoue, Espagne, , 2010

Abir Smiti

, Zied ELOUEDI

Competence and performance-improving approach for maintaining case-based reasoning systems.,

Proceedings of the 2nd International Conference on Computational Intelligence and Information Technology, Springer, CIIT’2012 , Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, LNICST, 37-42. , 2010

Ben Abdelaziz F.

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

, 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

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,

The 9th International Conference on Multiple Objective Programming end Goal Programming (MOPGP’10), Sousse, Tunisia, 24-26, May , 2010

Salsabil Trabelsi

, Zied Elouedi

Heuristic method for attribute selection from partially uncertain data using rough sets,

International Journal of General Systems, Vol 39(3), 271-290 , 2010

ijgs_2010.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Rule Discovery Process Based on Rough Sets under the Belief Function Framework,

IPMU 2010, Springer-Verlag, 726-736 , 2010

ipmu_2010.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classification for web mining based on dynamic core,

ISDA 2010, IEEE, 403-408 , 2010

isda_2010.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

A Comparison of Dynamic and Static Belief Rough Set Classifier,

RSCTC 2010, Springer Verlag, 366-375 , 2010

rsctc__2010.pdf

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} }

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

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

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classifier,

Canadian Conference on AI 2009, Springer Verlag, 257-261 , 2009

canadian_ai_2009.pdf

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Dynamic Reduct from Partially Uncertain Data Using Rough Sets,

RSFDGrC 2009, Sringer Verlag, 160-167 , 2009

rsfdgrc__2009.pdf

Salsabil Trabelsi

, Zied Elouedi

Attribute selection from partially uncertain data using rough sets,

the Third International Conference on Moleding Simulation and Applied Optimization (ICMSAO), Sharjah, UAE , 2009

icmsao_2009.pdf

Ben Abdelaziz F.

, Ben Brahim M.

, Zaccour G.

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

, 2008

Krichen S.

, Ben Abdelaziz F.

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

, 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

Salsabil Trabelsi

, Zied Elouedi

Learning decision rules from uncertain data using rough sets,

Proceedings of the Eighth International FLINS Conference, Madrid, Spain, 109-114 , 2008

flins_2008.pdf

Ben Abdelaziz F.

“Multiobjective Programming and Goal programming: New trends and Application”, Editorial, European Journal of Operational Research, 177, 1520- 1522,

, 2007

Ben Abdelaziz F.

, Aouni B.

, El Fayedh R.

“Portfolio Selection through the Stochastic Goal Programming”, European Journal of Operational Research, 177, 1811- 1823,

, 2007

Ben Abdelaziz F.

, Krichen S.

“Optimal Stopping Problem by two or more decision makers” Computational Management Sciences, 4, 2, pp 89-111.,

, 2007

Ben Abdelaziz F.

, Krichen S.

, Dridi O.

“ A Multiobjective Resource- Constrained Project-Scheduling Problem”, 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, in Computer Sciences Series, Springer,

, 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

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

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

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

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

Ben Abdelaziz F.

, Enneifar L.

, Martel J. M.

A Multiobjective Fuzzy Stochastic Program for Water Resources Optimization: the Case of Lake Management, Information System and Operational Research Journal, Vol.42, 3, 201-215,

, 2004

Ben Abdelaziz F.

, Mamoghli Ch.

, Latifa A.

A Bivariate Risk aversion Measure, Finance India. Vol. XVII n°4, pp. 1693-1706,

, 2004

Ben Abdelaziz F.

, Mejri S.

“Application of goal Programming in Multiobjective Reservoir Operation Model in Tunisia”, European Journal of Operational Research, 133(2), 352-361,

, 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

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

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

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Efficiency in Multiple Criteria Under Uncertainty”, Theory and Decision, 47(13), 191-211,

, 2001

Dhouha Mejri

, Mohamed Limam

, Weihs Claus

On Dynamic Weighted Majority algorithm based on Genetic Algorithm,

GfKl, Algorithms from & for Nature and Life, Frankfurt am Main, Marburg, Germany, August 30 to September 2, 2011 , 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

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

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

Walid Gani

, Mohamed Limam

A Robust Approach for Calibration of Near-Infrared Spectra,

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

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

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

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

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. , 1986

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.

, Weihs, C.

, and Limam, M.

On the analysis of optimal parameters selection of Support Vector Domain Description,

Proceedings of JDS, 43eme Journées de Statistique, pp. 1-6, SFdS, Gammarth, 23-27 May 2011, Tunis.

Besam Belhadj

, Mohamed Limam

New Axiomatic Fuzzy Indices for Multidimensional Poverty,

Economic Research Forum, ERF 18th Annual Conference, Cairo, Egypt, 2011.

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.

Boujenfa, K.

, and Limam, M.

A Protein Sequence Classification Method Based on Phylogenetic Tree Khaddouja,

Proceedings of JDS, 43eme Journées de Statistique, SFdS, Gammarth, 23-27 May 2011, Tunis.

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

Imen Kooli

, Mohamed Limam

Sensitivity Study of Bayesian Attribute Control Charts,

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

Khanchel, R.

, and Limam, M.

Empirical Comparison of Arcing Algorithms, Proceedings of ASMDA,,

Applied Statistical Modelling and Data Analysis, pp. 1433-1440, ENST, France, May 2005.

Kooli, I.

, and Limam, M.

On Economic Design of np Control Charts using Variable Sampling Interval,

Actes de FRANCORO V, Grenoble, France, 20-23 February 2007, pp. 157-166.

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,

Journées Francophones sur les Ontologies (JFO’2009), Poitiers, France. Décembre 2009.

Amira Essaid

, Boutheina Ben Yaghlane

BeliefOWL: an evidential representation in OWL ontology,

In Proceedings of Workshop on Uncertainty for the semantic Web (URSW’2009) at the 8th International Semantic Web Conference (ISWC), Washington, D.C., U.S.A, pages 77-80.

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

A Tolerance-Based Semantics of Temporal Relations: First Steps,

Allen temporal relations is a well-known formalism used for modeling and handling temporal data. This paper discusses an idea to introduce some flexibility in defining such relations between two fuzzy time intervals. The key concept of this approach is a fuzzy tolerance relation conveniently modeled. Tolerant Allen temporal relations are then defined using the dilated and the eroded intervals of the initial fuzzy time intervals. This extension of Allen relation is investigated for the purpose of temporal databases querying thanks to the language TSQLf introduced in our previous works.

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

Vers des Relations Temporelles Tolérantes,

Les relations temporelles d’Allen forment un formalisme bien connu et utilisé pour la modélisation et la manipulation des données temporelles. Ce papier discute une nouvelle idée permettant d’introduire une certaine souplesse dans la définition des relations entre deux intervalles de temps flous. Le concept clé de cette approche est une relation de tolérance floue convenablement modélisée. Des relations temporelles d’Allen tolérantes sont définies au moyen d’opérations de dilatation et d'érosion appliquées sur les intervalles de temps initiaux. Cette extension des relations d’Allen est étudiée dans un but d’interrogation de bases de données temporelles à l’aide du language TSQLf introduit dans un précédent travail.

Ben Abdelaziz F

, Mejri S.

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

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

, Hassen Taleb

, Mohamed Limam

, and A Kel

Inferring gene regulatory network: a comparison study,

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

Fatma Haouari

, Mohamed Limam

Gene Expression Measures of Oligonucleotide Microarray Technology,

First Mediterranean Congress on Biotechnology (MBC1), Hammamet, Tunisia, 26-29 March, 2006.

Fayech, S.

, Essoussi, N.

, and Limam, M.

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

22nd International Workshop on Database and Expert Systems Applications, DEXA, pp. 445-449, France

Hassen Taleb

, Mohamed Limam

Fuzzy Multinomial Control charts,

9th Congress of the Italian Association for Artificial Intelligence, University of Milano, Bicocca, Milan, Italy, 21-23, Sept.2005.

Hassen Taleb

, Mohamed Limam

, K Hirota

Multinomial Control charts,

Symposium on Computational Intelligence and Intelligent Systems, Hammamet, Tunisia, Sept 2005.

Issam Ben Khediri

, Claus Wiehs

, Mohamed Limam

Kernel principal component analysis for process control,

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

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

Comparison of phylogenetic trees of multiple protein sequence alignment Methods,

International Conference on Bioinformatics and Biomedecine, ICBB, WCSET’2008, Venise, Italy, October 29-31, 2008

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

An Alignment Structure Method for the classification of Protein Structures,

First Tunisian–German Meeting on Bioinformatics, Center of Biotechnology, Borj Cedria, 8-10 September 2006.

Khaddouja Boujenfa

, Mohamed Limam

, Nadia Essoussi

Finding Consensus Patterns in Unaligned DNA Sequences,

Tunisian–Japanese Symposium for Science and Technology, Sousse, Tunisia, 10-11 November 2005.

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

Evaluation of Multiple Alignment Methods based on Phylogenetic Trees,

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

Mohamed Aymen Ben HajKacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

Parallel K-prototypes for Clustering Big Data,

The 7th International Conference on Computational Collective Intelligence Technologies and Applications 21-23 September, Madrid, Spain

Mohamed Limam

On economic design of adaptive control charts for attribute data,

8th Workshop on Quality Improvement Methods, University of Dortmund, Witten-Bommerholz, Germany, May 22-23, 2009.

Mohamed Limam

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

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.

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.

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RECHERCHE | Publications

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