60 citations · 104 across the 4 of their papers we have counts for
4 papers
Community structure: A comparative evaluation of community detection methods
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Discovering community structure in complex networks is a mature field since a tremendous number of community detection methods have been introduced in the literature. Nevertheless,…
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Community detection emerges as an important task in the discovery of network mesoscopic structures. However, the concept of a "good" community is very context-dependent and it is r…
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection
Yannis Haralambous, Yassir Elidrissi, Philippe Lenca
We study the performance of Arabic text classification combining various techniques: (a) tfidf vs. dependency syntax, for feature selection and weighting; (b) class association rul…
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization
Yannis Haralambous, Philippe Lenca
We present new methods for pruning and enhancing item- sets for text classification via association rule mining. Pruning methods are based on dependency syntax and enhancing method…