Nabil El Malki

According to our database, Nabil El Malki authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Simrec: a similarity measure recommendation system for mixed data clustering algorithms.

Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou, Geoffrey Roman-Jimenez, Olivier Teste

J. Big Data, December, 2025

2024

Similarity Measures Recommendation for Mixed Data Clustering.

Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou, Geoffrey Roman-Jimenez, Olivier Teste

Proceedings of the 36th International Conference on Scientific and Statistical Database Management, 2024

Vers un clustering interactif assisté par l'explicabilité.

Yacine Mokhtari, Robin Cugny, Nabil El Malki, Julien Aligon, Max Chevalier, Olivier Teste

Proceedings of the Extraction et Gestion des Connaissances, 2024

2023

Classification de surfaces dans une image hyperspectrale urbaine par réseau de neurones pour la qualité de l'air.

Valentin Boulisset, Jean-Luc Attié, Ronan Tournier, Nabil El Malki, Xavier Ceamanos-Garcia, Javier Andrey, Eric Pequignot

Proceedings of the 9ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2023

2022

Impact of similarity measures on clustering mixed data.

Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou, Olivier Teste

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

2021

New Partition-based and Density-based approaches for improving clustering. (Nouvelles approches basées sur la partition et la densité pour l'amélioration du clustering).

Nabil El Malki

PhD thesis, 2021

A New Accurate Clustering Approach for Detecting Different Densities in High Dimensional Data.

Nabil El Malki, Robin Cugny, Olivier Teste, Franck Ravat

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020

KD-means: Clustering Method for Massive Data based on KD-tree.

Nabil El Malki, Franck Ravat, Olivier Teste

Proceedings of the 22nd International Workshop on Design, 2020

DECWA: Density-Based Clustering using Wasserstein Distance.

Nabil El Malki, Robin Cugny, Olivier Teste, Franck Ravat

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

k-means Improvement by Dynamic Pre-aggregates.

Nabil El Malki, Franck Ravat, Olivier Teste

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Accélération de k-means par pré-calcul dynamique d'agrégats.

Nabil El Malki, Franck Ravat, Olivier Teste

Proceedings of the Extraction et Gestion des connaissances, 2019

2018

MPT: Suite Tools to Support Performance Tuning in NoSQL Systems.

Mohammed El Malki, Hamdi Ben Hamadou, Nabil El Malki, Arlind Kopliku

Proceedings of the 20th International Conference on Enterprise Information Systems, 2018