Welcome to the JARIR research group at Manouba University (Tunisia). The group, led by Prof. Yahya SLIMANI, conducts fundamental and cutting edge research in the areas of Knowledge Discovery, Data Science and Large-Scale Systems. Read More

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M. E. H. Benelhadj, “Signature-based Tree for Finding Frequent Itemsets”, JOURNAL OF COMMUNICATIONS SOFTWARE AND SYSTEMS, vol. 9, no. 1, pp. 70-80, 2023.

S. Ben Guirat, Bounhas, I., and Slimani, Y., “Meta-search based approach for Arabic information retrieval”, Online Information Review, vol. ahead-of-print, no. ahead-of-print, 2022.

I. Abbes, Nakache, E., and BenHajhmida, M., “Context-aware Language Modeling for Arabic Misogyny Identification”, Working Notes of FIRE, 2021.

A. Messaoudi, Haddad, H., Fourati, C., BenHajhmida, M., Mabrouk, A. Ben Elhaj, and Graiet, M., “Tunisian Dialectal End-to-end Speech Recognition based on DeepSpeech”, Procedia Computer Science, vol. 189, pp. 183–190, 2021.

A. Ben Elhaj Mabrouk, Ben HajHmida, M., Fourati, C., Haddad, H., and Messaoudi, A., “A Multilingual African Embedding for FAQ Chatbots”, arXiv preprint arXiv:2103.09185, 2021.

A. Messaoudi, Haddad, H., Ben HajHmida, M., Fourati, C., and Ben Hamida, A., “Learning Word Representations for Tunisian Sentiment Analysis”, Pattern Recognition and Artificial Intelligence, vol. 1322, p. 329, 2021.

H. Slimi, Bounhas, I., and Slimani, Y., “Adapting Pre-trained Language Models to Rumor Detection on Twitter”, J.UCS Journal of Universal Computer Science, vol. 27, no. 10, 2021.

B. Aklouche, Bounhas, I., and Slimani, Y., “A discriminative method for global query expansion and term reweighting using co-occurrence graphs”, Journal of Information Science, 2021.

N. E. H. Bouzarzour and Ghazouani, S., “A survey on the service interoperability in cloud computing: client-centric and provider-centric perspectives”, Journal of Software: Practice and Experience, vol. 50, no. 7, p. 1060, 2020.

M. Ben HajHmida and Oueslati, O., “Predicting mobile application breakout using sentiment analysis of Facebook posts”, Journal of Information Science, 2020.

O. Oueslati, Cambria, E., Ben HajHmida, M., and Ounelli, H., “A Review of Sentiment Analysis Research in Arabic Language”, Future Generation Computer Systems, 2020.

I. Bounhas, Soudani, N., and Slimani, Y., “Building a Morpho-Semantic Knowledge Graph for Arabic Information Retrieval”, Information Processing & Management, vol. 57, no. 6, 2020.

C. Bechikh Ali, Haddad, H., and Slimani, Y., “Empirical evaluation of compounds indexing for Turkish texts”, Comput. Speech Lang., vol. 56, pp. 95–106, 2019.

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N. Dakiche, Tayeb, F. Benbouzid-, Slimani, Y., and Benatchba, K., “Tracking community evolution in social networks: A survey”, Information Processing & Management, vol. 56, pp. 1084 - 1102, 2019.

N. Soudani, Bounhas, I., and Slimani, Y., “MOSSA : A MOrpho-Semantic knowledge extraction System for Arabic Information Retrieval”, International Journal of Knowledge and Web Intelligence , vol. 6, no. 2, pp. 106 - 141, 2019.

I. Bounhas, “On the Usage of a Classical Arabic Corpus as a Language Resource: Related Research and Key Challenges”, ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 18, no. 3, p. Article N°23, 2019.

S. Ben Guirat, Bounhas, I., and Slimani, Y., “Combining indexing units for arabic information retrieval”, in Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications, 4 vol., IGI Global, 2018, pp. 671-685.

S. Ghazouani and Slimani, Y., “A survey on cloud service description”, Journal of Network and Computer Applications, 2017.

S. Ben Guirat, Bounhas, I., and Slimani, Y., “Combining Indexing Units for Arabic Information Retrieval”, International Journal of Software Innovation (IJSI), vol. 4, no. 4, pp. 1-14, 2016.

O. Naoui, Mahmoudi, S., and Belalem, G., “Feasibility Study of a Distributed and Parallel Environment for Implementing the Standard Version of AAM Model”, Journal of Information Processing Systems (JIPS), vol. 12, no. 1, p. 168, 2016.

M. Mahmoud Ou Deye, Slimani, Y., and Sene, M., Gestion de la QoS dans les Clouds Computing. Editions universitaires europeennes, 2016, p. 136.

L. Allal, Belalem, G., Dhaussy, P., and Teodorov, C., “Sequential and Parallel Algorithms for the State Space Exploration”, CYBERNETICS AND INFORMATION TECHNOLOGIES, vol. 16, no. 1, p. 18, 2016.

L. Allal, Belalem, G., Dhaussy, P., and Teodorov, C., “A Parallel Algorithm for the State Space Exploration”, Scalable Computing: Practice and Experience, vol. 17, no. 2, p. 141, 2016.

E. - I. Djebbar, Belalem, G., and Benadda, M., “Task scheduling strategy based on data replication in scientific Cloud workflows”, Multiagent and Grid Systems, vol. 12, no. 1, p. 67, 2016.

O. Guemri, Beldjilali, B., Bekrar, A., and Belalem, G., “Two-stage heuristic algorithm for the large-scale capacitated location routing problem”, International Journal of Mathematical Modelling and Numerical Optimisation (IJMMNO), vol. 7, no. 1, p. 119, 2016.

O. Naoui, Mahmoudi, S., and Belalem, G., “Towards a distributed and parallel schema for active appearance model implementation”, International Journal of Computational Vision and Robotics (IJCVR), vol. 6, no. 1-2, p. 40, 2016.

B. Elayeb and Bounhas, I., “Arabic Cross-Language Information Retrieval: A Review”, ACM Transactions on Asian and Low-Resource Language Information Processing , vol. 15, no. 3, p. 44 pages, Article 18, 2016.

B. Meroufel and Belalem, G., “Service to Fault Tolerance in Cloud Computing Environment”, WSEAS Transactions on Computers , vol. 14, no. #76, p. 791, 2015.

B. Meroufel and Belalem, G., “Enhanced Coordinated Checkpointing in Distributed System”, International Journal of Applied Mathematics and Informatics (IJAMI), vol. 9, p. 32, 2015.

A. Beloudane and Belalem, G., “Towards an Efficient Management of Mobile Cloud Computing Services based on Multi Agent Systems”, Journal of Information Technology Research (JITR), vol. 8, no. 3, p. 13, 2015.

S. Bouamama and Belalem, G., “The New Economic Environment to Manage Resources in Cloud Computing”, Journal of Information Technology Research (JITR), vol. 8, no. 2, p. 49, 2015.

A. Ghoulam, Barigou, F., Ghalem, B., and Meziane, F., “Information Extraction in the Medical Domain”, Journal of Information Technology Research (JITR), vol. 8, no. 2, p. 15, 2015.

A. Ghoulam, Barigou, F., Belalem, G., and Meziane, F., “Information Extraction in the Medical Domain”, Journal of Information Technology Research (JITR), vol. 8, no. 2, p. 15, 2015.

A. Ghoulam, Barigou, F., Belalem, G., and Meziane, F., “Using Local Grammar for Entity Extraction from Clinical Reports”, {IJIMAI}, vol. 3, pp. 16–24, 2015.

I. Bounhas, Ayed, R., Elayeb, B., Evrard, F., and Ben Saoud, N., “A Hybrid Possibilistic Approach for Arabic Full Morphological Disambiguation”, Data & Knowledge Engineering, vol. 100, no. Part B, pp. 240-254, 2015.

I. Bounhas, Ayed, R., Elayeb, B., Evrard, F., and Ben Saoud, N., “Experimenting a discriminative possibilistic classifier with reweighting model for Arabic morphological disambiguation”, Computer Speech and Language , vol. 33, no. 1, pp. 67-87, 2015.

I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., “Information reliability evaluation: from Arabic storytelling to computer sciences”, ACM Journal on Computing and Cultural Heritage (JOCCH), vol. 8, no. 3, p. Article 14, 33 pages, 2015.

B. Elayeb, Bounhas, I., Ben Khiroun, O., Evrard, F., and Ben Saoud, N., “A Comparative Study between Possibilistic and Probabilistic Approaches for Monolingual Word Sense Disambiguation”, Knowledge and Information Systems, vol. 44, no. 1, pp. 91-126, 2015.

B. Elayeb, Bounhas, I., Ben Khiroun, O., and Ben Saoud, N., “Combining Semantic Query Disambiguation and Expansion to Improve Intelligent Information Retrieval”, in Duval B., van den Herik J., Loiseau S., and Filipe J. (eds.), ICAART 2014 Revised Selected papers, LNAI 8946, Springer International Publishing Switzerland, pp. 280-295., 2015.

S. Limam and Belalem, G., “A Migration Approach for Fault Tolerance in Cloud Computing”, {IJGHPC}, vol. 6, pp. 24–37, 2014.

J. Dad and Belalem, G., “Energy optimisation in cloud computing”, {IJITCC}, vol. 3, pp. 1–12, 2014.

B. Amrane, Belalem, G., Branci, S., and Slimani, Y., “Efficient Incremental Algorithm for Building Swiftly Concepts Lattices”, {IJWP}, vol. 6, pp. 21–34, 2014.

B. Meroufel and Belalem, G., “Lightweight coordinated checkpointing in cloud computing”, J. High Speed Networks, vol. 20, pp. 131–143, 2014.

B. Meroufel and Belalem, G., “Adaptive time-based coordinated checkpointing for cloud computing workfl ows”, Scalable Computing: Practice and Experience, vol. 15, 2014.

B. Meroufel and Belalem, G., “Clustering by Swarm Intelligence in the Ad-Hoc Networks”, {IJAEC}, vol. 5, pp. 1–13, 2014.

A. Kella and Belalem, G., “A Stable Matching Algorithm for {VM} Migration to Improve Energy Consumption and {QOS} in Cloud Infrastructures”, {IJCAC}, vol. 4, pp. 15–33, 2014.

D. Dad, Yagoubi, D. Eddine, and Belalem, G., “Energy Efficient {VM} Live Migration and Allocation at Cloud Data Centers”, {IJCAC}, vol. 4, pp. 55–63, 2014.

B. Meroufel and Belalem, G., “Collaborative Services for Fault Tolerance in Hierarchical Data Grid”, {IJDST}, vol. 5, pp. 1–21, 2014.

K. Arour and Yeferny, T., “Learning model for efficient query routing in P2P information retrieval systems”, Peer-to-Peer Networking and Applications, pp. 1–17, 2014.

B. Douar, Latiri, C., Liquière, M., and Slimani, Y., “A Projection Bias in Frequent Subgraph Mining Can Make a Difference”, International Journal on Artificial Intelligence Tools, vol. 23, 2014.

wiem taktak and Slimani, Y., “MS FP-Growth: A multi-support version of FP-Growth algorithm”, International Journal of Hybrid Information Technology, vol. 7, no. 3, pp. 155-166, 2014.

B. Gueye, Niang, I., Gueye, B., and Deye, M. Mahmoud Ou, “QoS4WSC: A Framework for Web Services Composition based on QoS constraints”, International Journal of Computer Information Systems and Industrial Management Applications, vol. 5, pp. 488-498, 2013.

G. Belalem and Limam, S., “An approach to fault tolerance in the cloud using the checkpointing technique”, {IJCNDS}, vol. 11, pp. 236–249, 2013.

O. - E. - K. Naoui, Belalem, G., and Mahmoudi, S. \"ıd, “A Reflexion on Implementation Version for Active Appearance Model”, {IJCVIP}, vol. 3, pp. 16–30, 2013.

G. Belalem and Mostefa, M. Ilyes Kara, “A Combined Approach for Implementation of Broadcast Operation in Grid Computing”, {IJGHPC}, vol. 5, pp. 25–36, 2013.

S. Bouamama and Belalem, G., “Application of auctions club in cloud computing”, {IJITCC}, vol. 2, pp. 339–352, 2013.

T. Yeferny, Arour, K., and Bouzeghoub, A., “An efficient learning query routing method for unstructured P2P systems”, Int J Adv Sci Technol, vol. 53, pp. 61–72, 2013.

B. Meroufel and Belalem, G., “Dynamic Replication Based on Availability and Popularity in the Presence of Failures”, {JIPS}, vol. 8, pp. 263–278, 2012.

R. Tlili and Slimani, Y., “A Novel Data Partitioning Approach for Association Rule Mining on Grids”, International Journal of Grid and Distributed Computing, 2012.

R. Tlili and Slimani, Y., “A Hierarchical Dynamic Load Balancing Strategy for Distributed Data Mining”, International Journal of Advanced Science and Technology, 2012.

G. Gasmi, Lakhal, L., and Slimani, Y., “An incremental approach for maintaining functional dependencies”, Intelligent data analysis, vol. 16, no. 3, pp. 365-381, 2012.

C. Latiri, Haddad, H., and Hamrouni, T., “Towards an effective automatic query expansion process using an association rule mining approach”, J. Intell. Inf. Syst., vol. 39, pp. 209–247, 2012.

M. Ben HajHmida and Slimani, Y., “Improving Classification Accuracy Using Code Migration”, International Journal of Advanced Science and Technology, vol. 38, pp. 25–36, 2012.

M. Ben HajHmida and Slimani, Y., “High performance Grid computing for detecting gene-gene interactions in genome-wide association studies”, International Journal of Grid and Distributed Computing, vol. 5, pp. 33–44, 2012.

M. ElHedi Benelhadj, Arour, K., Boufaida, M., and Slimani, Y., “A New Compact Structure to Extract Frequent Itemsets”, International Journal of Database Theory and Application, vol. 4, pp. 25-42, 2011.

M. Meddeber and Yagoubi, B., “Dynamic Dependent Tasks Assignment for Grid Computing”, {IJGHPC}, vol. 3, pp. 44–58, 2011.

M. Meddeber and Yagoubi, B., “Tasks assignment for Grid computing”, {IJWGS}, vol. 7, pp. 427–443, 2011.

G. Belalem, Bouamama, S., and Sekhri, L., “An Effective Economic Management of Resources in Cloud Computing”, {JCP}, vol. 6, pp. 404–411, 2011.

G. Belalem, Djebbar, E. Insaf, Benaissa, A., and Brakeche, A. Cherif, “Service for fault tolerance in the Ad Hoc Networks based on Multi Agent Systems”, The Computer Science Journal of Moldova, vol. 18, pp. 336–354, 2011.

G. Belalem and Limam, S., “Fault Tolerant Architecture to Cloud Computing Using Adaptive Checkpoint”, {IJCAC}, vol. 1, pp. 60–69, 2011.

T. Yeferny, Bouzeghoub, A., and Arour, K., “A query learning routing approach based on semantic clusters”, International Journal of Advanced Information Technology (IJAIT), vol. 1, 2011.

I. Bouzouita and Elloumi, S., “Positive and negative generic classification rules-based classifier”, International Journal of Knowledge and Learning, vol. 7, pp. 271–293, 2011.

I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., “ArabOnto: experimenting a new distributional approach for building Arabic ontological resources”, International Journal of Metadata, Semantics and Ontologies (IJMSO), vol. 6, no. 2, pp. 81–95, 2011.

I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., “Organizing contextual knowledge for arabic text disambiguation and terminology extraction”, Knowledge Organization Journal (KO), vol. 38, no. 6, pp. 473–490, 2011.

B. Elayeb, Bounhas, I., Ben Khiroun, O., Evrard, F., and Ben Saoud, N., “Towards a Possibilistic Information Retrieval System Using Semantic Query Expansion”, International Journal of Intelligent Information Technologies (IJIIT), vol. 7, no. 2, pp. 1–25, 2011.

I. Bounhas and Slimani, Y., “نحو منهجية ومدونة في خدمة المعلوماتية العربية في الواب الاجتماعي الدلالي”, المجلة الدولية لعلوم و هندسة الحاسوب, vol. 3, no. 3, pp. 67–80, 2011.

G. Belalem, Belayachi, N., Behidji, R., and Yagoubi, B., “Load Balancing to Increase the Consistency of Replicas in Data Grids”, {IJDST}, vol. 1, pp. 42–57, 2010.

C. Latiri, Sma\"ıli, K., Lavecchia, C., and Langlois, D., “Mining monolingual and bilingual corpora”, Intell. Data Anal., vol. 14, pp. 663–682, 2010.

M. Ben HajHmida and Slimani, Y., “Meta-learning in grid-based data mining systems”, International journal of communication networks and distributed systems, vol. 5, pp. 214–228, 2010.

I. Bounhas, Elayeb, B., Evrard, F., and Slimani, Y., “Toward a computer study of the reliability of Arabic stories”, Journal of the American Society for Information Science and Technology (JASIST), vol. 61, no. 8, pp. 1686–1705, 2010.

G. Belalem, Benotmane, Z., and Benhallou, K., “Self Adjustable Negotiation Mechanism for Convergence and Conflict Resolution of Replicas in Data Grids”, {IJCINI}, vol. 3, pp. 95–110, 2009.

G. Gasmi, Ben Yahia, S., and Nguifo, E. Mephu, “A new generic basis of "factual" and "implicative" association rules”, Intelligent data analysis, vol. 13, no. 4, pp. 633-656, 2009.

M. Ben HajHmida and Congiusta, A., “Parallel, distributed, and grid-based data mining: algorithms, systems, and applications”, Handbook of Research on Computational Grid Technologies for Life Sciences, Biomedicine and Healthcare. Medical Information Science Reference, pp. 90–119, 2009.

B. Elayeb, Evrard, F., Zaghdoud, M., and Ben Ahmed, M., “Towards an intelligent possibilistic web information retrieval using multiagent system”, Interactive Technology and Smart Education (ITSE), Special issue: New learning support systems, vol. 6, pp. 40–59, 2009.

G. Belalem, Yagoubi, B., and Bouamama, S., “An Approach Based on Market Economy for Consistency Management in Data Grids with OptorSim Simulator”, {IJITWE}, vol. 3, pp. 1–16, 2008.

G. Belalem and Slimani, Y., “A hybrid approach to replica management in data grids”, {IJWGS}, vol. 3, pp. 2–18, 2007.