@inproceedings{a9c95206542d4de7a5c0606cfbf7888c,
title = "Enumerating Isolated Cliques in Temporal Networks",
abstract = "Isolation is a concept from the world of clique enumeration that is mostly used to model communities that do not have much contact to the outside world. Herein, a clique is considered isolated if it has few edges connecting it to the rest Motivated by recent work on enumerating cliques in temporal networks, we bring the isolation concept to this setting. We discover that the addition of the time dimension leads to six distinct natural isolation concepts. Our main contribution is the development of fixed-parameter enumeration algorithms for five of these six clique types employing the parameter “degree of isolation”. On the empirical side, we implement and test these algorithms on (temporal) social network data, obtaining encouraging preliminary results.",
keywords = "Community detection, Dense subgraphs, Fixed-parameter tractability, Social network analysis, Time-evolving data",
author = "Hendrik Molter and Rolf Niedermeier and Malte Renken",
note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 8th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2019 ; Conference date: 10-12-2019 Through 12-12-2019",
year = "2020",
month = jan,
day = "1",
doi = "10.1007/978-3-030-36683-4\_42",
language = "English",
isbn = "9783030366827",
series = "Studies in Computational Intelligence",
publisher = "Springer",
pages = "519--531",
editor = "Hocine Cherifi and Sabrina Gaito and Mendes, \{Jos{\'e} Fernendo\} and Esteban Moro and Rocha, \{Luis Mateus\}",
booktitle = "Complex Networks and Their Applications VIII - Volume 2 Proceedings of the 8th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019",
address = "Germany",
}