Wajdi Dhifli

37 papers A 1B 2C 1Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards better random forests with tree weighting, accuracy and diversity-preserving pruning.
Expert Syst. Appl.
Nour El Islem Karabadji, Ali Assi, Abdelaziz Amara Korba, Ahmed Abdulaziz Al Nuaim, Hassina Seridi, Mohamed Elati, Wajdi Dhifli
2025 J jnl
A genetic and graph-guided feature learning strategy for improving decision tree construction.
Clust. Comput.
Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen Karabadji, Yacine Ghamri-Doudane, Abdelghani Lakhdari, Mohamed Elati, Wajdi Dhifli
2025 A conf
Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided Optimization.
CIKM
Ali Assi, Nour El Islem Karabadji, Mohamed Elati, Wajdi Dhifli
2024 — conf
Optimisation par PSO avec utilisation du dominating vertex set pour le paramétrage des couches cachées d'un MLP.
EGC
Ines Hadjadji, Nour El Islem Karabadji, Hassina Seridi, Naouel Manaa, Wajdi Dhifli
2024 — conf
Optimizing MLP Network Structure for Classification Problems Using PSO and Dominating Vertex Set.
ICDM (Workshops)
Ines Hadjadji, Nour El Islem Karabadji, Hassina Seridi, Naouel Manaa, Mohamed Elati, Wajdi Dhifli
2023 J jnl
Accuracy and diversity-aware multi-objective approach for random forest construction.
Expert Syst. Appl.
Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli
2022 J jnl
From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19.
Appl. Intell.
Komi Midzodzi Pekpe, Djamel Zitouni, Gilles Gasso, Wajdi Dhifli, Benjamin C. Guinhouya
2021 J jnl
An overlapping clustering approach for precision, diversity and novelty-aware recommendations.
Expert Syst. Appl.
ChemsEddine Berbague, Nour El Islem Karabadji, Hassina Seridi, Panagiotis Symeonidis, Yannis Manolopoulos, Wajdi Dhifli
2021 J jnl
From SIR to SEAIRD: a novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19.
CoRR
Komi Midzodzi Pékpé, Djamel Zitouni, Gilles Gasso, Wajdi Dhifli, Benjamin C. Guinhouya
2021 J jnl
Instance Matching in Knowledge Graphs through random walks and semantics.
Future Gener. Comput. Syst.
Ali Assi, Wajdi Dhifli
2020 J jnl
Data linking over RDF knowledge graphs: A survey.
Concurr. Comput. Pract. Exp.
Ali Assi, Hamid Mcheick, Wajdi Dhifli
2020 J jnl
Evolutionary mining of skyline clusters of attributed graph data.
Inf. Sci.
Wajdi Dhifli, Nour El Islem Karabadji, Mohamed Elati
2020 — conf
Instance Matching in Knowledge Graphs Through Dynamic, Distributed and Affinity-Preserving Random Walk.
IEEE BigData
Ali Assi, Mohamed Elati, Wajdi Dhifli
2019 J jnl
A data sampling and attribute selection strategy for improving decision tree construction.
Expert Syst. Appl.
Nour El Islem Karabadji, Ilyes Khelf, Hassina Seridi, Sabeur Aridhi, Didier Rémond, Wajdi Dhifli
2019 — conf
BIGMAT: A Distributed Affinity-Preserving Random Walk Strategy for Instance Matching on Knowledge Graphs.
IEEE BigData
Ali Assi, Hamid Mcheick, Wajdi Dhifli
2019 C conf
Context-Aware Instance Matching Through Graph Embedding in Lexical Semantic Space.
IEA/AIE
Ali Assi, Hamid Mcheick, Wajdi Dhifli
2019 J jnl
Context-aware instance matching through graph embedding in lexical semantic space.
Knowl. Based Syst.
Ali Assi, Hamid Mcheick, Ahmad Karawash, Wajdi Dhifli
2019 J jnl
Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins Using Frequent Subgraph Mining.
IEEE ACM Trans. Comput. Biol. Bioinform.
Tanay Kumar Saha, Ataur Katebi, Wajdi Dhifli, Mohammad Al Hasan
2019 J jnl
Efficiently Mining Recurrent Substructures from Protein Three-Dimensional Structure Graphs.
J. Comput. Biol.
Rabie Saidi, Wajdi Dhifli, Mondher Maddouri, Engelbert Mephu Nguifo
2019 J jnl
Latent network-based representations for large-scale gene expression data analysis.
BMC Bioinform.
Wajdi Dhifli, Júlia Puig, Aurélien Dispot, Mohamed Elati
2019 J jnl
Selected Papers from the Workshop on Computational Biology: Joint with the International Joint Conference on Artificial Intelligence and the International Conference on Machine Learning, 2018.
J. Comput. Biol.
Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Wajdi Dhifli, Elham Azizi, Sandhya Prabhakaran, Wesley Tansey
2018 J jnl
Improving memory-based user collaborative filtering with evolutionary multi-objective optimization.
Expert Syst. Appl.
Nour El Islem Karabadji, Samia Beldjoudi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli
2017 B conf
An evolutionary schema for mining skyline clusters of attributed graph data.
CEC
Wajdi Dhifli, Noemie Oliveira Da Costa, Mohamed Elati
2017 J jnl
An evolutionary scheme for decision tree construction.
Knowl. Based Syst.
Nour El Islem Karabadji, Hassina Seridi, Fouad Bousetouane, Wajdi Dhifli, Sabeur Aridhi
2017 J jnl
MR-SimLab: Scalable subgraph selection with label similarity for big data.
Inf. Syst.
Wajdi Dhifli, Sabeur Aridhi, Engelbert Mephu Nguifo
2017 — ed.
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 20, 2017.
BAI@IJCAI
Wajdi Dhifli, Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed Javeed Zaki
2016 B conf
Face Recognition in the Wild.
KES
Wajdi Dhifli, Abdoulaye Baniré Diallo
2016 J jnl
PGR: A Graph Repository of Protein 3D-Structures.
CoRR
Wajdi Dhifli, Abdoulaye Baniré Diallo
2016 J jnl
ProtNN: fast and accurate protein 3D-structure classification in structural and topological space.
BioData Min.
Wajdi Dhifli, Abdoulaye Baniré Diallo
2015 J jnl
Galaxy-X: A Novel Approach for Multi-class Classification in an Open Universe.
CoRR
Wajdi Dhifli, Abdoulaye Baniré Diallo
2015 J jnl
ProtNN: Fast and Accurate Nearest Neighbor Protein Function Prediction based on Graph Embedding in Structural and Topological Space.
CoRR
Wajdi Dhifli, Abdoulaye Baniré Diallo
2014 J jnl
Smoothing 3D Protein Structure Motifs Through Graph Mining and Amino Acid Similarities.
J. Comput. Biol.
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2013 J jnl
Mining Representative Unsubstituted Graph Patterns Using Prior Similarity Matrix
CoRR
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2013 — —
Topological and Domain Knowledge-based Subgraph Mining: Application on Protein 3D-Structures. (Fouille de Sous-graphes Basée sur la Topologie et la Connaissance du Domaine: Application sur les Structures 3D de Protéines).
Wajdi Dhifli
2013 J jnl
Towards an Efficient Discovery of the Topological Representative Subgraphs.
CoRR
Wajdi Dhifli, Mohamed Moussaoui, Rabie Saidi, Engelbert Mephu Nguifo
2012 — conf
A novel approach for mining representative spatial motifs of proteins.
BCB
Wajdi Dhifli, Rabie Saidi, Engelbert Mephu Nguifo
2010 — conf
Protein graph repository.
EGC
Wajdi Dhifli, Rabie Saidi