| Item cold-start recommendations: learning local collective embeddings M Saveski, A Mantrach Proceedings of the 8th ACM Conference on Recommender systems, 89-96, 2014 | 248 | 2014 |
| A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances L Yen, M Saerens, A Mantrach, M Shimbo Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 126 | 2008 |
| Dynamic matrix factorization with priors on unknown values R Devooght, N Kourtellis, A Mantrach Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 120 | 2015 |
| A time-based collective factorization for topic discovery and monitoring in news CK Vaca, A Mantrach, A Jaimes, M Saerens Proceedings of the 23rd international conference on World wide web, 527-538, 2014 | 95 | 2014 |
| Evolution of conversations in the age of email overload F Kooti, LM Aiello, M Grbovic, K Lerman, A Mantrach Proceedings of the 24th international conference on world wide web, 603-613, 2015 | 89 | 2015 |
| The sum-over-paths covariance kernel: A novel covariance measure between nodes of a directed graph A Mantrach, L Yen, J Callut, K Francoisse, M Shimbo, M Saerens IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (6), 1112-1126, 2009 | 85 | 2009 |
| Leveraging social context for modeling topic evolution J Kalyanam, A Mantrach, D Saez-Trumper, H Vahabi, G Lanckriet Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 67 | 2015 |
| Heads: Headline generation as sequence prediction using an abstract feature-rich space CA Colmenares, M Litvak, A Mantrach, F Silvestri Proceedings of the 2015 conference of the North American chapter of the …, 2015 | 63 | 2015 |
| A bag-of-paths framework for network data analysis K Françoisse, I Kivimäki, A Mantrach, F Rossi, M Saerens Neural Networks 90 90, 90-111, 2017 | 60 | 2017 |
| Exploiting search history of users for news personalization X Bai, BB Cambazoglu, F Gullo, A Mantrach, F Silvestri Information Sciences 385, 125-137, 2017 | 52 | 2017 |
| Semi-supervised classification and betweenness computation on large, sparse, directed graphs A Mantrach, N Van Zeebroeck, P Francq, M Shimbo, H Bersini, M Saerens Pattern recognition 44 (6), 1212-1224, 2011 | 51 | 2011 |
| Deep Character-Level Click-Through Rate Prediction for Sponsored Search B Edizel, A Mantrach, X Bai Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 44 | 2017 |
| Random walks based modularity: application to semi-supervised learning R Devooght, A Mantrach, I Kivimäki, H Bersini, A Jaimes, M Saerens Proceedings of the 23rd international conference on World wide web, 213-224, 2014 | 33 | 2014 |
| How to compete online for news audience: Modeling words that attract clicks JH Kim, A Mantrach, A Jaimes, A Oh Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 30 | 2016 |
| The ARCOMEM architecture for social-and semantic-driven web archiving T Risse, E Demidova, S Dietze, W Peters, N Papailiou, K Doka, ... Future Internet 6 (4), 688-716, 2014 | 27 | 2014 |
| Relevant persons identification leveraging both textual data and social context JM Renders, A Mantrach US Patent 8,812,496, 2014 | 22 | 2014 |
| The role of relevance in sponsored search L Aiello, I Arapakis, R Baeza-Yates, X Bai, N Barbieri, A Mantrach, ... Proceedings of the 25th ACM International on conference on information and …, 2016 | 18 | 2016 |
| The sum-over-forests density index: Identifying dense regions in a graph M Senelle, S Garcia-Diez, A Mantrach, M Shimbo, M Saerens, F Fouss IEEE transactions on pattern analysis and machine intelligence 36 (6), 1268-1274, 2013 | 15 | 2013 |
| Systems and methods for suggesting headlines A Mantrach, A Jaimes US Patent 9,881,059, 2018 | 13 | 2018 |
| Mailbox search engine using query multi-modal expansion and community-based smoothing JM Renders, A Mantrach US Patent 9,280,587, 2016 | 13 | 2016 |
