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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Selected publications

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.
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.
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.
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.
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.
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., 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.
J. Dad and Belalem, G., Energy optimisation in cloud computing, {IJITCC}, vol. 3, pp. 1–12, 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.
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.
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.
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., Tasks assignment for Grid computing, {IJWGS}, vol. 7, pp. 427–443, 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.
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.
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. 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.