GA-NET is Genetic Algorithm to find communities in complex networks:
C. Pizzuti, " GA-NET: a Genetic Algorithm for Community Detection in Social Networks, Proc. of the 10th Intenational Conference on Parallel Problem Solving from Nature PPSN 2008, September 13-17, Dortmund, Germany, pp. 1081-1090, LNCS 5189, Springer Verlag.an extended version of the paper, appeared in World Wide Web Journal 16(5-6), pp. 545-565, 2013:
Clara Pizzuti, " Mesoscopic Analysis of Networks with Genetic Algorithm
GA-NET+ is an algorithm to find overlapped communities by using the line graph:
C. Pizzuti, Overlapped Community Detection in Complex Network", Proc. of the Genetic and Evolutionary Computation Conference GECCO 2009, pp. 859-866, July 8-12, 2009, Montreal, Quebec, Canada.
MOGA-NET (for MATLAB 2012) MOGA-NET (new version for MATLAB 2015b)
MOGA-NET is a multiobjective Genetic Algorithm to find communities in complex networks:
Clara Pizzuti, A Multiobjective Genetic Algorithm to Find Communities in Complex Networks,
IEEE Transactions on Evolutionay Computation, vol 16, Issue 3, pp. 418-430, 2012.
RanCoc is an algorithm to detect dense groups of proteins in protein-protein interaction networks:
Clara Pizzuti, Simona Rombo, A co-clustering approach for mining large protein-protein interaction networks, IEEE/ACM Transactions on Computational Biology and Bioinformatics , Vol 9, Issue 3, pp. 717-730, 2012.
is a new distance measure between images:
Alessia Amelio, Clara Pizzuti, " Average Common Submatrix: A New Image Distance Measure", 17th international Conference on Image Analysis and Processing, ICIAP, Naples, Italy, September 9-13, 2013.
C-GeNCut is a genetic algorithm to segment color images based on normalized cut:
Alessia Amelio, Clara Pizzuti, " A Genetic Algorithm for Color Image Segmentation",
Proc. of 16th European Conference of Applications of Evolutionary Computation, EvoApplications 2013, Vienna, Austria, April 3-5, 2013.
DYNMOGA (for MATLAB 2012) DYNMOGA (new version for MATLAB 2015b)
DYNMOGA is a multiobjective Genetic Algorithm to find communities in dynamic complex networks. The benchmark networks can be found here:
Synthetic data set #2.
Synthetic data set #3.
Cell Phone Calls.
Francesco Folino, Clara Pizzuti, An Evolutionary Multiobjective Approach for Community Discovery in Dynamic Networks,
IEEE Transactions on Knowledge and Data Engineering, Vol. 26, N. 8, pp.1838-1852, 2014
GA-PPI is a Genetic Algorithms based method to extract clusters in PPI networks by using different topology-based fitness functions.
Clara Pizzuti, Simona Rombo Algorithms and tools for protein-protein interaction networks clustering, with a special focus on population-based stochastic methodsÓ, Bioinformatics , 30(10) pp. 1343-1352, 2014