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On minimal and maximal high utility itemsets mining using propositional satisfiability

Amel Hidouri , Saïd Jabbour , Imen Ouled Dlala , Badran Raddaoui
BIGDATA 2021: IEEE International Conference on Big Data, Dec 2021, Orlando (online), United States. pp.622-628, ⟨10.1109/BigData52589.2021.9671422⟩
Conference papers hal-03466377v1

On the enumeration of frequent high utility itemsets: a symbolic AI approach

Amel Hidouri , Saïd Jabbour , Badran Raddaoui
CP 2022: 28th international conference on Principles and Practice of Constraint Programming, Jul 2022, Haifa, Israel. ⟨10.4230/LIPIcs.CP.2022.27⟩
Conference papers hal-03721039v1

A SAT-Based Approach for Mining High Utility Itemsets from Transaction Databases

Amel Hidouri , Said Jabbour , Badran Raddaoui , Boutheina Ben Yaghlane
International Conference on Big Data Analytics and Knowledge Discovery, Sep 2020, Bratislava, Slovakia
Conference papers hal-03092027v1

A constraint-based approach for enumerating gradual itemsets

Amel Hidouri , Saïd Jabbour , Jerry Lonlac , Badran Raddaoui
ICTAI 2021: 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Washington D.C (virtual), United States. pp.582-589, ⟨10.1109/ICTAI52525.2021.00093⟩
Conference papers hal-03466372v1

A parallel declarative framework for mining high utility itemsets

Amel Hidouri , Saïd Jabbour , Badran Raddaoui , Mouna Chebbah , Boutheina Ben Yaghlane
IPMU 2022: 19th international conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2022, Milan, Italy. pp.624-637, ⟨10.1007/978-3-031-08974-9_50⟩
Conference papers hal-03721020v1

Mining closed high utility itemsets based on propositional satisfiability

Amel Hidouri , Said Jabbour , Badran Raddaoui , Boutheina Ben Ben Yaghlane
Data and Knowledge Engineering, 2021, 136 (101927:1-101927:15), ⟨10.1016/j.datak.2021.101927⟩
Journal articles hal-03466365v1