Avoiding the itemset closure computation "pitfall". - Tarek Hamrouni; Sadok Ben Yahia; Yahya Slimani (CLA, 2005)

Prince: An Algorithm for Generating Rule Bases Without Closure Computations. - Tarek Hamrouni; Sadok Ben Yahia; Yahya Slimani (DaWaK, 2005)

PRINCE: Extraction optimisée des bases génériques de règles sans calcul de fermetures. - Tarek Hamrouni; Sadok Ben Yahia; Yahya Slimani (INFORSID, 2005)

Succinct System of Minimal Generators: A Thorough Study, Limitations and New Definitions. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2006)

Generic Association Rule Bases: Are They so Succinct?. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2006)

Frequent closed itemset based algorithms: a thorough structural and analytical survey. - Sadok Ben Yahia; Tarek Hamrouni; Engelbert Mephu Nguifo (SIGKDD Explor., 2006)

A New Concise Representation of Frequent Patterns through Disjunctive Search Space. - Tarek Hamrouni; Islem Denden; Sadok Ben Yahia; Engelbert Mephu Nguifo (CLA, 2007)

Towards a Finer Assessment of Extraction Contexts Sparseness. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (DEXA Workshops, 2007)

Vers une plate-forme interactive pour la visualisation de grands ensembles de règles d'association. - Olivier Couturier; Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (EGC, 2007)

Les itemsets essentiels fermés : une nouvelle représentation concise. - Tarek Hamrouni; Islem Denden; Sadok Ben Yahia; Engelbert Mephu Nguifo; Yahya Slimani (EGC, 2007)

About the Lossless Reduction of the Minimal Generator Family of a Context. - Tarek Hamrouni; Petko Valtchev; Sadok Ben Yahia; Engelbert Mephu Nguifo (ICFCA, 2007)

A scalable association rule visualization towards displaying large amounts of knowledge. - Olivier Couturier; Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (IV, 2007)

Succinct Minimal Generators: Theoretical Foundations and Applications. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Found. Comput. Sci., 2008)

Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators. - Hanen Brahmi; Tarek Hamrouni; Riadh Ben Messaoud; Sadok Ben Yahia (ADMA, 2009)

Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Data Knowl. Eng., 2009)

Mining concise representations of frequent patterns through conjunctive and disjunctive search spaces. - Tarek Hamrouni (SIGKDD Explor., 2009)

Mining Concise Representations of Frequent Patterns through Conjunctive and Disjunctive Search Spaces. (Fouille de représentations concises des motifs fréquents à travers les espaces de recherche conjonctif et disjonctif). - Tarek Hamrouni (2009)

Bridging Conjunctive and Disjunctive Search Spaces for Mining a New Concise and Exact Representation of Correlated Patterns. - Nassima Ben Younes; Tarek Hamrouni; Sadok Ben Yahia (Discovery Science, 2010)

CND-Cube : Nouvelle représentation concise sans perte d'information d'un cube de données. - Hanen Brahmi; Tarek Hamrouni; Riadh Ben Messaoud; Sadok Ben Yahia (EGC, 2010)

A New Concise and Exact Representation of Data Cubes. - Hanen Brahmi; Tarek Hamrouni; Riadh Ben Messaoud; Sadok Ben Yahia (EGC (best of volume), 2010)

Optimized Mining of a Concise Representation for Frequent Patterns based on Disjunctions Rather than Conjunctions. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (FLAIRS, 2010)

Generalization of association rules through disjunction. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Ann. Math. Artif. Intell., 2010)

Nouvelle représentation concise exacte des motifs corrélés rares : Application à la détection d'intrusions. - Souad Bouasker; Tarek Hamrouni; Sadok Ben Yahia (CoRR, 2011)

Algorithmes d'extraction et d'interrogation d'une représentation concise exacte des motifs corrélés rares : Application à la détection d'intrusions. - Souad Bouasker; Tarek Hamrouni; Sadok Ben Yahia (EGC, 2012)

New Exact Concise Representation of Rare Correlated Patterns: Application to Intrusion Detection. - Souad Bouasker; Tarek Hamrouni; Sadok Ben Yahia (PAKDD (2), 2012)

Key roles of closed sets and minimal generators in concise representations of frequent patterns. - Tarek Hamrouni (Intell. Data Anal., 2012)

Towards an effective automatic query expansion process using an association rule mining approach. - Cherif Chiraz Latiri; Hatem Haddad; Tarek Hamrouni (J. Intell. Inf. Syst., 2012)

À la recherche des motifs corrélés. Proposition d'une nouvelle représentation concise exacte associée à la mesure bond. - Nassima Ben Younes; Tarek Hamrouni; Sadok Ben Yahia (Tech. Sci. Informatiques, 2012)

Motifs corrélés rares : caractérisation et nouvelles représentations concises exactes. - Souad Bouasker; Tarek Hamrouni; Sadok Ben Yahia (Mesurer et évaluer la Qualité des Données et des Connaissances, 2012)

Efficient construction of the lattice of frequent closed patterns and simultaneous extraction of generic bases of rules. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (CoRR, 2013)

Looking for a structural characterization of the sparseness measure of (frequent closed) itemset contexts. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Inf. Sci., 2013)

New Evaluation Criterion of File Replicas Placement for Replication Strategies in Data Grids. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (3PGCIC, 2014)

New Replication Strategy Based on Maximal Frequent Correlated Pattern Mining for Data Grids. - Sarra Slimani; Tarek Hamrouni; Faouzi Ben Charrada (PDCAT, 2014)

Towards Faster Mining of Disjunction-Based Concise Representations of Frequent Patterns. - Tarek Hamrouni; Sadok Ben Yahia; Engelbert Mephu Nguifo (Int. J. Artif. Intell. Tools, 2014)

A Critical Survey of Data Grid Replication Strategies Based on Data Mining Techniques. - Tarek Hamrouni; Sarra Slimani; Faouzi Ben Charrada (ICCS, 2015)

Efficient mining of new concise representations of rare correlated patterns m{1}. - Souad Bouasker; Tarek Hamrouni; Sadok Ben Yahia (Intell. Data Anal., 2015)

Impact of the distribution quality of file replicas on replication strategies. - Tarek Hamrouni; Chamseddine Hamdeni; Faouzi Ben Charrada (J. Netw. Comput. Appl., 2015)

A data mining correlated patterns-based periodic decentralized replication strategy for data grids. - Tarek Hamrouni; Sarra Slimani; Faouzi Ben Charrada (J. Syst. Softw., 2015)

Placement strategies in data grids. - Tarek Hamrouni; Chamseddine Hamdeni; Faouzi Ben Charrada (Multiagent Grid Syst., 2015)

Barycenter-Based Placement Strategy Towards Improving Replicas Distribution Quality. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (OTM Conferences, 2016)

Adaptive measurement method for data popularity in distributed systems. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (Clust. Comput., 2016)

A survey of dynamic replication and replica selection strategies based on data mining techniques in data grids. - Tarek Hamrouni; Sarra Slimani; Faouzi Ben Charrada (Eng. Appl. Artif. Intell., 2016)

Objective assessment of the performance of data grid replication strategies based on distribution quality. - Tarek Hamrouni; Chamseddine Hamdeni; Faouzi Ben Charrada (Int. J. Web Eng. Technol., 2016)

Data popularity measurements in distributed systems: Survey and design directions. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (J. Netw. Comput. Appl., 2016)

DISQUEV: Looking for Distribution Quality Evolution as a New Metric for Evaluating Replication Strategies. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (AICCSA, 2017)

DDSoR: A Dependency Aware Dynamic Service Replication Strategy for Efficient Execution of Service-Oriented Applications in the Cloud. - Sarra Slimani; Tarek Hamrouni; Frédéric Magoulès; Faouzi Ben Charrada (HPCS, 2017)

Evaluation of site availability exploitation towards performance optimization in data grids. - Chamseddine Hamdeni; Tarek Hamrouni; Faouzi Ben Charrada (Clust. Comput., 2018)

Replication in Data Grids: Metrics and Strategies. - Tarek Hamrouni (CoRR, 2019)

SLA-aware task scheduling and data replication for enhancing provider profit in clouds. - Amel Khelifa; Tarek Hamrouni; Riad Mokadem; Faouzi Ben Charrada (KES, 2020)

SCoRMiner: Automated Discovery of Network Service and Application Dependencies using a graph mining approach. - Sarra Slimani; Tarek Hamrouni; Faouzi Ben Charrada (KES, 2020)

Cloud provider profit-aware and triadic concept analysis-based data replication strategy for tenant performance improvement. - Amel Khelifa; Tarek Hamrouni; Riad Mokadem; Faouzi Ben Charrada (Int. J. High Perform. Comput. Netw., 2020)

Combining task scheduling and data replication for SLA compliance and enhancement of provider profit in clouds. - Amel Khelifa; Tarek Hamrouni; Riad Mokadem; Faouzi Ben Charrada (Appl. Intell., 2021)

Service-oriented replication strategies for improving quality-of-service in cloud computing: a survey. - Sarra Slimani; Tarek Hamrouni; Faouzi Ben Charrada (Clust. Comput., 2021)

Popularity and correlation aware data replication strategy based on half-life concept and clustering in cloud system. - Maawya Chellouf; Tarek Hamrouni (Concurr. Comput. Pract. Exp., 2021)

A new temporal locality-based workload prediction approach for SaaS services in a cloud environment. - Wiem Matoussi; Tarek Hamrouni (J. King Saud Univ. Comput. Inf. Sci., 2022)

Data correlation and fuzzy inference system-based data replication in federated cloud systems. - Amel Khelifa; Riad Mokadem; Tarek Hamrouni; Faouzi Ben Charrada (Simul. Model. Pract. Theory, 2022)

Optimal autonomic management of service-based business processes in the cloud. - Leila Hadded; Tarek Hamrouni (Soft Comput., 2022)

Review on data replication strategies in single vs. interconnected cloud systems: Focus on data correlation-aware strategies. - Tarek Hamrouni; Riad Mokadem; Amel Khelifa (Concurr. Comput. Pract. Exp., 2023)