753 citations · 3k across the 55 of their papers we have counts for
4 papers · 1 filter
Building pattern recognition applications with the SPARE library
Lorenzo Livi, Guido Del Vescovo, Antonello Rizzi +1
This paper presents the SPARE C++ library, an open source software tool conceived to build pattern recognition and soft computing systems. The library follows the requirement of th…
Designing labeled graph classifiers by exploiting the Rényi entropy of the dissimilarity representation
Lorenzo Livi
Representing patterns as labeled graphs is becoming increasingly common in the broad field of computational intelligence. Accordingly, a wide repertoire of pattern recognition tool…
Classifying sequences by the optimized dissimilarity space embedding approach: a case study on the solubility analysis of the E. coli proteome
Lorenzo Livi, Antonello Rizzi, Alireza Sadeghian
We evaluate a version of the recently-proposed classification system named Optimized Dissimilarity Space Embedding (ODSE) that operates in the input space of sequences of generic o…
Entropic one-class classifiers
Lorenzo Livi, Alireza Sadeghian, Witold Pedrycz
The one-class classification problem is a well-known research endeavor in pattern recognition. The problem is also known under different names, such as outlier and novelty/anomaly…