Thomas Guyet

Mining rare sequential patterns with ASP

2017 · HAL (Le Centre pour la Communication Scientifique Directe)

This article presents an approach of meaningful rare sequential pattern mining based on the declarative programming paradigm of Answer Set Programming (ASP). The setting of rare sequential pattern mining is introduced. Our ASP approach provides …

Imbalanced classification with tpg genetic programming

2022 · Proceedings of the Genetic and Evolutionary Computation Conference Companion

Recent research advances on Tangled Program Graphs (TPGs) have demonstrated that Genetic Programming (GP) can be used to build accurate classifiers. However, this performance has been tested on balanced classification problems while most of the …