This page contains the source codes of what I developed or I'm developing during my research ! We also encourage you to let us know if you use any of the following codes.
MUNA: a MUltiplex Network Analysis library that I've developed in R on top of igraph network analysis package. In its current version, MUNA provides primitives to build, edit and modify multiplex networks. It also provides a bunch of functions that allow to provide basic metrics about multiplex networks. However, the most interesting functionality provided by MUNA is probably the wide variety of available community detection algorithms. Actually, the library implements different approaches for community detection including: partition aggregation approaches, layer aggregation approaches and direct multiplex approaches such as the MuxLicod algorithm. It also offer an extended list of multiplex community evaluation indexes.
If you are using this code, please cite the following paper:
@INPROCEEDINGS{Falih:2015:MMN:2808797.2808804, author = {Falih, Issam and Kanawati, Rushed}, title = {MUNA: A Multiplex Network Analysis Library}, booktitle = {Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015}, series = {ASONAM '15}, year = {2015}, isbn = {978-1-4503-3854-7}, location = {Paris, France}, pages = {757--760}, numpages = {4}, acmid = {2808804}, publisher = {ACM}, address = {New York, NY, USA}, url = {http://doi.acm.org/10.1145/2808797.2808804}, doi = {10.1145/2808797.2808804}}
If you are using this code, please cite the following papers:
@INPROCEEDINGS{10.1007/978-3-319-72150-7_20, author="Falih, Issam and Grozavu, Nistor and Kanawati, Rushed and Bennani, Youn{\`e}s", title="ANCA : Attributed Network Clustering Algorithm", booktitle="Complex Networks {\&} Their Applications VI", year="2018", publisher="Springer International Publishing", address="Cham", pages="241--252",isbn="978-3-319-72150-7"}
@INPROCEEDINGS{8489183, author={I. {Falih} and N. {Grozavu} and R. {Kanawati} and Y. {Bennani} and B. {Matei}}, booktitle={2018 International Joint Conference on Neural Networks (IJCNN)}, title={Collaborative Multi-View Attributed Networks Mining}, year={2018}, pages={1-8}, doi={10.1109/IJCNN.2018.8489183}, ISSN={2161-4407}, month={July}}
