Maksim Koptelov

According to our database, Maksim Koptelov authored at least 8 papers between 2018 and 2023.

Collaborative distances:

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

2023

Explanations for Itemset Mining by Constraint Programming: A Case Study Using ChEMBL Data.

Maksim Koptelov, Albrecht Zimmermann, Patrice Boizumault, Ronan Bureau, Jean Luc Lamotte

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Towards a (Semi-)Automatic Urban Planning Rule Identification in the French Language.

Maksim Koptelov, Margaux Holveck, Bruno Crémilleux, Justine Reynaud, Mathieu Roche, Maguelonne Teisseire

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2021

LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks.

Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux, Lina Fatima Soualmia

Appl. Netw. Sci., 2021

2020

Link prediction in bipartite multi-layer networks, with an application to drug-target interaction prediction. (Prédiction de liens dans les réseaux bipartis multicouche, avec une application à la prédiction d'interaction médicament-cible thérapeutique).

Maksim Koptelov

PhD thesis, 2020

Link prediction via community detection in bipartite multi-layer graphs.

Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux, Lina Soualmia

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

PrePeP: A Light-Weight, Extensible Tool for Predicting Frequent Hitters.

Christophe Couronne, Maksim Koptelov, Albrecht Zimmermann

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

2018

PrePeP: A Tool for the Identification and Characterization of Pan Assay Interference Compounds.

Maksim Koptelov, Albrecht Zimmermann, Pascal Bonnet, Ronan Bureau, Bruno Crémilleux

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Link Prediction in Multi-layer Networks and Its Application to Drug Design.

Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018