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Special issue on “Advances on Large Evolving Graphs”

 Sabeur Aridhi , José Macedo , Engelbert Mephu Nguifo , Karine Zeitouni
Future Generation Computer Systems, 2020, 110, pp.310. ⟨10.1016/j.future.2020.04.023⟩
Article dans une revue hal-03025790v1

An experimental survey on big data frameworks

 Wissem Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
Future Generation Computer Systems, 2018, 86, pp.546 - 564. ⟨10.1016/j.future.2018.04.032⟩
Article dans une revue hal-01926259v1
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A Comparative Study on Streaming Frameworks for Big Data

 Wissem Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
VLDB 2018 - 44th International Conference on Very Large Data Bases : Workshop LADaS - Latin American Data Science, Aug 2018, Rio de Janeiro, Brazil. pp.1-8
Communication dans un congrès hal-01835437v1
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Neighborhood-Based Label Propagation in Large Protein Graphs

 Sabeur Aridhi , Seyed Ziaeddin Alborzi , Malika Smaïl-Tabbone , Marie-Dominique Devignes , David Ritchie
Function SIG @ ISMB/ECCB 2017, Jul 2017, Prague, Czech Republic. pp.2
Poster de conférence hal-01573381v1

On the design of a similarity function for sparse binary data with application on protein function annotation

 Marcelo Veras , Bishnu Sarker , Sabeur Aridhi , João Gomes , José Macêdo , et al.
Knowledge-Based Systems, 2022, 238, pp.107863. ⟨10.1016/j.knosys.2021.107863⟩
Article dans une revue hal-03540409v1
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ABClass : Une approche d'apprentissage multi-instances pour les séquences

 Manel Zoghlami , Sabeur Aridhi , Mondher Maddouri , Engelbert Mephu Nguifo
RJCIA 2018 - 16èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jul 2018, Nancy, France. pp.1-9
Communication dans un congrès hal-01835432v1
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Distributed frequent subgraph mining in the cloud

 Sabeur Aridhi
Other [cs.OH]. Université Blaise Pascal - Clermont-Ferrand II, 2013. English. ⟨NNT : 2013CLF22400⟩
Thèse tel-00951350v1
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A novel MapReduce-based approach for distributed frequent subgraph mining

 Sabeur Aridhi , Laurent d'Orazio , Monder Maddouri , Engelbert Mephu
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France
Communication dans un congrès hal-00989200v1
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A Distributed and Incremental Algorithm for Large-Scale Graph Clustering

 Wissem Inoubli , Sabeur Aridhi , Haithem · Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
2021
Pré-publication, Document de travail hal-02190913v4

A distributed and incremental algorithm for large-scale graph clustering

 Wissem Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
Future Generation Computer Systems, 2022, 134, pp.334-347. ⟨10.1016/j.future.2022.04.013⟩
Article dans une revue hal-03659549v1
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Negative Sampling and Rule Mining for Explainable Link Prediction in Knowledge Graphs

 Kamrul Islam , Sabeur Aridhi , Malika Smaïl-Tabbone
Knowledge-Based Systems, 2022, 250, pp.109083. ⟨10.1016/j.knosys.2022.109083⟩
Article dans une revue hal-03684205v1
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GrAPFI: predicting enzymatic function of proteins from domain similarity graphs

 Bishnu Sarker , David Ritchie , Sabeur Aridhi
BMC Bioinformatics, 2020, ⟨10.1186/s12859-020-3460-7⟩
Article dans une revue hal-03022601v1
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GrAPFI: Graph Based Inference for Automatic Protein Function Annotation

 Bishnu Sarker , David Ritchie , Sabeur Aridhi
ECCB 2018 - 17th European Conference on Computational Biology, Sep 2018, Athens, Greece
Poster de conférence hal-01876907v2
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Cost models for distributed pattern mining in the cloud: application to graph patterns

 Sabeur Aridhi , Laurent d'Orazio , Mondher Maddouri , Engelbert Mephu Nguifo , Laurent Dorazio , et al.
IEEE Trustcom/BigDataSE/ISPA , Aug 2015, Helsinki, Finland. ⟨10.1109/Trustcom.2015.569⟩
Communication dans un congrès hal-01103150v2

Improving memory-based user collaborative filtering with evolutionary multi-objective optimization

 Nour El Islem Karabadji , Samia Beldjoudi , Hassina Seridi , Sabeur Aridhi , Wajdi Dhifli
Expert Systems with Applications, 2018, 98, pp.153 - 165. ⟨10.1016/j.eswa.2018.01.015⟩
Article dans une revue hal-01807931v1
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Automatic Generation of Functional Annotation Rules Using Inferred GO-Domain Associations

 Seyed Ziaeddin Alborzi , Marie-Dominique Devignes , Sabeur Aridhi , Rabie Saidi , Alexandre Renaux , et al.
Function-SIG ISMB/ECCB 2017, Jul 2017, Prague, Czech Republic. 2017
Poster de conférence hal-01573079v1
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An Experimental Evaluation of Similarity-Based and Embedding-Based Link Prediction Methods on Graphs

 Md Kamrul Islam , Sabeur Aridhi , Malika Smaïl-Tabbone
International Journal of Data Mining & Knowledge Management Process, 2021, 11, pp.1 - 18. ⟨10.5121/ijdkp.2021.11501⟩
Article dans une revue hal-03540515v1
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SHORTEST PATH RESOLUTION USING HADOOP

 Sabeur Aridhi , Vincent Benjamin , Philippe Lacomme , Libo Ren
MOSIM 2014, 10ème Conférence Francophone de Modélisation, Optimisation et Simulation, Nov 2014, Nancy, France
Communication dans un congrès hal-01166678v1

Towards big services: a synergy between service computing and parallel programming

 Haithem Mezni , Mokhtar Sellami , Sabeur Aridhi , Faouzi Ben Charrada
Computing, 2021, 103 (11), pp.2479-2519. ⟨10.1007/s00607-021-00999-7⟩
Article dans une revue hal-03540412v1
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Application of Artificial Intelligence to Gastroenterology and Hepatology

 Catherine Le Berre , William J. Sandborn , Sabeur Aridhi , Marie-Dominique Devignes , Laure Fournier , et al.
Gastroenterology, 2020, 158 (1), pp.76-94.e2. ⟨10.1053/j.gastro.2019.08.058⟩
Article dans une revue hal-02393130v1

A data sampling and attribute selection strategy for improving decision tree construction

 Nour El Islem Karabadji , Ilyes Khelf , Hassina Seridi , Sabeur Aridhi , Didier Rémond , et al.
Expert Systems with Applications, 2019, 129, pp.84-96. ⟨10.1016/j.eswa.2019.03.052⟩
Article dans une revue hal-03025844v1

Distributed k-core decomposition and maintenance in large dynamic graphs

 Sabeur Aridhi , Martin Brugnara , Alberto Montresor , Yannis Velegrakis
the 10th ACM International Conference, Jun 2016, Irvine, France. pp.161-168, ⟨10.1145/2933267.2933299⟩
Communication dans un congrès hal-03025953v1
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An evolutionary scheme for decision tree construction

 Nour El Islem Karabadji , Hassina Seridi , Fouad Bousetouane , Wajdi Dhifli , Sabeur Aridhi
Knowledge-Based Systems, 2017, 119, pp.166 - 177. ⟨10.1016/j.knosys.2016.12.011⟩
Article dans une revue hal-01574079v1

A comparative study of similarity-based and GNN-based link prediction approaches

 Kamrul Islam , Sabeur Aridhi , Malika Smaïl-Tabbone
GEM (Graph Embedding and Mining) workshop, ECML-PKDD 2020, Sep 2020, Ghent, Belgium
Poster de conférence hal-03473689v1

Sabeur Aridhi , Philippe Lacomme , Raksmey Phan
/, 2014
Autre publication scientifique hal-03025758v1
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A Structure Based Multiple Instance Learning Approach for Bacterial Ionizing Radiation Resistance Prediction

 Manel Zoghlami , Sabeur Aridhi , Mondher Maddouri , Engelbert Mephu Nguifo
KES 2019 - 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2019, Budapest, Hungary
Communication dans un congrès hal-02307048v1
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An experimental survey on big data frameworks (Highlight paper)

 Wissem Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
BDA 2018 - 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2018, Bucarest, Romania
Communication dans un congrès hal-02014797v1
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A Novel Scalable Clustering Method for Distributed Networks

 Wissm Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
2020
Pré-publication, Document de travail hal-02863598v1
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From competition to collaboration: Ensembling similarity-based heuristics for supervised link prediction in biological graphs

 Md Kamrul Islam , Sabeur Aridhi , Malika Smail-Tabbone
International Conference on Bangabandhu and Digital Bangladesh 2021, Dec 2021, Dhaka, Bangladesh. pp.121-135, ⟨10.1007/978-3-031-17181-9_10⟩
Communication dans un congrès hal-03836852v1

A Semi-supervised Graph Deep Neural Network for Automatic Protein Function Annotation

 Akrem Sellami , Bishnu Sarker , Salvatore Tabbone , Marie-Dominique Devignes , Sabeur Aridhi
9th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Jun 2022, Gran Canaria, Spain. pp.153-166, ⟨10.1007/978-3-031-07802-6_14⟩
Communication dans un congrès hal-04036886v1
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