Modeling dependencies between decision variables and objectives with copula models. - Abdelhakim Cheriet; Roberto Santana 001 (GECCO (Companion), 2018)

Optimizing permutation-based problems with a discrete vine-copula as a model for EDA. - Abdelhakim Cheriet; Roberto Santana 001 (GECCO (Companion), 2019)

Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study. - Mebarka Allaoui; Mohammed Lamine Kherfi; Abdelhakim Cheriet (ICISP, 2020)

Permutation-based optimization using a generative adversarial network. - Sami Lemtenneche; Abdelhakim Cheriet; Bensayah Abdellah (GECCO Companion, 2021)

On optimal anchor placement for area-based localisation in wireless sensor networks. - Abdelhakim Cheriet; Abdelmalik Bachir; Noureddine Lasla; Mohamed Abdallah 001 (IET Wirel. Sens. Syst., 2021)

Dilation two embedding one-by-one particular sub-quadtree into M-dimentional crossed cubes. - Aymen Takie Eddine Selmi; Mohamed Faouzi Zerarka; Abdelhakim Cheriet (CoRR, 2022)

Vine copula-based EDA for dynamic multiobjective optimization. - Abdelhakim Cheriet (Evol. Intell., 2022)

Improving Time Efficiency of a Hierarchical Metaheuristic for the Euclidean TSP using Crossed Cubes Interconnection Networks. - Aymen Takie Eddine Selmi; Mohamed Faouzi Zerarka; Abdelhakim Cheriet; Smain Femmam (EBIMCS, 2023)

Malicious Encrypted Network Traffic Detection Using Deep Auto-Encoder with a Custom Reconstruction Loss. - Ahmed Ramzi Bahlali; Abdelmalik Bachir; Abdelhakim Cheriet (ISNCC, 2023)

An Estimation of Distribution Algorithm for Permutation Flow-Shop Scheduling Problem. - Sami Lemtenneche; Bensayah Abdellah; Abdelhakim Cheriet (Syst., 2023)

Unified embedding and clustering. - Mebarka Allaoui; Mohammed Lamine Kherfi; Abdelhakim Cheriet; Abdelhamid Bouchachia (Expert Syst. Appl., 2024)

Efficient technique utilizing an embedding hierarchical clustering-based representation into crossed cubes for TSP optimization. - Aymen Takie Eddine Selmi; Mohamed Faouzi Zerarka; Abdelhakim Cheriet (Clust. Comput., 2025)