188 citations · 1.3k across the 42 of their papers we have counts for
5 papers · 1 filter
Accuracy Measures for the Comparison of Classifiers
Vincent Labatut, Hocine Cherifi
The selection of the best classification algorithm for a given dataset is a very widespread problem. It is also a complex one, in the sense it requires to make several important me…
Fusing image representations for classification using support vector machines
Can Demirkesen, Hocine Cherifi
In order to improve classification accuracy different image representations are usually combined. This can be done by using two different fusing schemes. In feature level fusion sc…
Qualitative Comparison of Community Detection Algorithms
Günce Orman, Vincent Labatut, Hocine Cherifi
Community detection is a very active field in complex networks analysis, consisting in identifying groups of nodes more densely interconnected relatively to the rest of the network…
An Empirical Study of the Relation Between Community Structure and Transitivity
Günce Keziban Orman, Vincent Labatut, Hocine Cherifi
One of the most prominent properties in real-world networks is the presence of a community structure, i.e. dense and loosely interconnected groups of nodes called communities. In a…
Comparative Evaluation of Community Detection Algorithms: A Topological Approach
Günce Orman, Vincent Labatut, Hocine Cherifi
Community detection is one of the most active fields in complex networks analysis, due to its potential value in practical applications. Many works inspired by different paradigms…