Imen BOUKHRIS

Imen

Boukhris

imen.boukhris@ensi-uma.tn

Maître de conférences

ENSI Manouba

Cursus universitaire

Doctorat en informatique de gestion

2013

Institut Supérieur de Gestion de Tunis & Université d'Artois

Master en informatique de gestion

2009

Institut Supérieur de Gestion de Tunis

Maîtrise en informatique de gestion

2007

Institut Supérieur de Gestion de Tunis

Baccalauréat Mathématiques

2003

Lycée secondaire El Menzah 6

Habilitation Universitaire

2017

Domaines de recherche

Big Data

Recommender Systems

Social Networks

(Crowd) sourcing

Knowledge Representation and Reasoning

Uncertainty

Bioinformatics

Decision making

Expérience professionnelle

Maître assistante en Informatique de Gestion

2013 -

Ecole Nationale des Sciences de l'Informatique (ENSI)

Assistante en Informatique de Gestion

2012 - 2013

Institut Supérieur d'Informatique et de Gestion de Kairouan (ISIG Kairouan)

Assistante contractuelle en Informatique de Gestion

2009 - 2012

Institut Supérieur de Gestion de Tunis (ISG Tunis)

Maître de conférences

2018

ENSI

Modules enseignés

Gestion des connaissances incertaines

Cours- M2 IDIAG Parcours AD - Depuis 2015 - IHEC Carthage

Big Data

Cours - M1 WI- Depuis 2014 - ESEN Manouba

Programmation orientée objet

- Cours intégré - II1- Depuis Septembre 2013 - ENSI Manouba

Analyse et Conception Orientées Objets

- Cours intégré - II2 - 2013-2016 - ENSI Manouba

Systèmes Interactifs d'Aide à la Décision

- Cours - II3 filière Ingénierie du Logiciel et Système d'Information, II3 filière Ingénierie des Systèmes Intelligents et Décision - Depuis Septembre 2013 - ENSI Manouba

Conception des systèmes d'information

- Cours et TD - 2012-2013- ISIG Kairouan

Initiation à la Programmation

- Cours - 2012-2013 - ISIG Kairouan

Algorithmique et Structures de Données I et II

- Cours et TD - 2009-2012 - ISG Tunis

Atelier de Programmation I et II

- Cours et TD - 2009-2012 - ISG Tunis

Thèse de doctorat

Causal Modeling Under a Belief Function Framework

Directeurs:

Zied ELOUEDI

, Salem BENFERHAT

Année soutenance: 2013

Institut Supérieur de Gestion de Tunis & Université d'Artois

2013arto0401.pdf

Mémoire de mastère / DEA

Graph-Based Similarity of Protein Binding Sites Derived From Quasi-Clique Detection

Directeurs:

Zied ELOUEDI

, Eyke HÜLLERMEIER

Année soutenance: 2009

Institut Supérieur de Gestion de Tunis

rapportmaster_boukhris.pdf

Publications

Revues internationales

Imen Boukhris

, Raouia Ayachi

, Zied Elouedi

, Nahla Ben Amor

, Sehl Mellouli

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

Social Science Computer Review, Volume 34(6), 740-756 , 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, Volume 15(4), 681-697 , 2016

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

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

Pattern Recognition Letters, Volume 62, pp 49-54 , 2015

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Ascribing causality from observational and interventional belief function knowledge Modeling,

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

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Dealing with external actions in belief causal networks,

International Journal of Approximate Reasoning (IJAR), Elsevier, Volume 54(8), pp 978 - 999 , 2013

Conférences Internationales avec comité de lecture et actes

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

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

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Causal belief inference in multiply connected networks,,

International Conference on Information Processing and Management of Uncertainty in Knowledge- based Systems (IPMU’16), Springer, CCIS 611, Eindhoven, The Netherlands, June 20-24, pp 291-302 , 2016

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefèvre

Evidential Missing Link Prediction in Uncertain Social Networks,

International Conference on Information Processing and Management of Uncertainty in Knowledge- based Systems (IPMU’16), Springer, CCIS 610, Eindhoven, The Netherlands, June 20-24, pp 274-285 , 2016

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefèvre

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

International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM’16), Springer LNAI 9978, Da Nang, Vietnam, 30 November – 2 December , 2016

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Inference in junction trees using the belief function theory,

International Conference on Intelligent Systems Design and Applications (ISDA’15), IEEE- Computer Society, Marrakesh, Morocco, December 14-16 , 2015

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefevre

Evidential Link Prediction Based on Group Information,

International Conference on Mining Intelligence and Knowledge Exploration (MIKE’15), Springer, LNAI 9468, Hyderabad, India, December 9-11 , 2015

Mariem Ajabi

, Imen Boukhris

, Zied Elouedi

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

International Conference On Advanced Intelligent System and Informatics (AISI’15), Springer, AISC 407, Benisuef, Egypt, November 28-30, pp 369-379 , 2015

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefevre

The Link Prediction Problem Under a Belief Function Framework,

IEEE International Conference on Tools with Artificial Intelligence (ICTAI’15), IEEE Computer Society, Vietri sul Mare, Italy, November 9-11, pages 1013-1020 , 2015

Imen Boukhris

, Raouia Ayachi

A novel personalized academic venue hybrid recommender,

International Symposium on Computational Intelligence and Informatics (CINTI’14), IEEE Computer Society, Budapest, Hungary, November 19-21, pp 456-470 , 2014

Rahma Ferjani

, Imen Boukhris

, Zied Elouedi

Belief Influence Diagrams,

International Symposium on Computational Intelligence and Informatics (CINTI’14), IEEE Computer Society, Budapest, Hungary, November 19-21, pp 73-78 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Inference in hybrid causal belief networks,

International Symposium on Computational Intelligence and Informatics (CINTI’14), IEEE Computer Society, Budapest, Hungary, November 19-21, pp 285-290 , 2014

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

Predicting proteins functional family: A graph-based similarity derived from community detection,

International Conference on Intelligent Systems (IS’14), Springer, AISC 323, Warsaw, Poland, September 24-26, pp 629–639 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Representing interventional knowledge in causal belief networks: uncertain conditional distributions per cause,

International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU’14), Springer, CCIS 444, Montpellier, France, July 15-19, pp 223–232 , 2014

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Causal Belief Networks:Handling Uncertain Interventions,

European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’13), Springer-Verlag, LNAI 7958, Utrecht, The Netherlands, July 7-10, pp 61-72 , 2013

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

On the modeling of causal belief networks,

International Conference on Modeling, Simulation and Applied Optimization (ICMSAO’13), IEEE-Computer Society, Hammamet, Tunisia, April 28-30 , 2013

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Ascribing Strong Causes from Observational and Interventional Data under the Belief Function Framework,

International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making (FLINS’12), World scientific, Istanbul, Turkey, August 26-29, pp 794-799 , 2013

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Dealing with Interventions with Uncertain Consequences in Belief Causal Networks,

International Conference on Information Processing and Management of Uncertainty in Knowledge- based Systems (IPMU’12), Springer,CCIS 299; Catania, Italy, July 9-13, pp 585-595 , 2012

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Ascribing Causality from Interventional Belief Function Knowledge,

International Conference on Belief Functions (BELIEF’12), Springer, AISC 164, Compiègne, France, May 9-11, pp 229-237 , 2012

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

From Acceptation Relations to Causality Ascription in a Belief Function Framework,

International Symposium on Artificial Intelligence and Mathematics (ISAIM’12), Florida, USA, January 9-11 , 2012

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Representing Belief Function Knowledge with Directed Acyclic Graphs,

International Conference on Knowledge Science, Engineering and Management (KSEM’11), Springer Verlag, LNAI 7091, California, USA, December 12-14, pp 233-245 , 2012

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Analyzing Belief Networks with Conditional Beliefs,

International Conference on Intelligent Systems Design and Applications (ISDA’11), IEEE- Computer Society, Córdoba, Spain, November 22-24, pp 959-964 , 2011

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

A Belief Function Model for Ascribing Causality,

International Portuguese Conference on Artificial Intelligence (EPIA’11), Lisbon, Portugal, October 10-13, pp 342-356 , 2011

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Modeling Interventions using belief causal networks,

International Florida Artificial Intelligence Research Society Conference (FLAIRS’11), AAAI Press, Florida, USA, May 18-21, pp 602-607 , 2011

Imen Boukhris

, Zied Elouedi

, Thomas Fober

, Marco Mernberger

, Eyke Hüllermeier

Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection,

International Conference on Intelligent Systems Design and Applications (ISDA’09), IEEE- Computer Society, Pisa, Italy, November 30-December 2, pp 1245-1250 , 2011

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

A direct propagation method in singly connected causal belief networks with conditional distributions for all causes,

International Conference on Artificial Intelligence and Symbolic Computation (AISC’14), Springer, LNAI 8884, Sevilla, Spain, December 11-13, pp 64-75 , 2009