Discovering routines from large-scale human locations using probabilistic topic models K Farrahi, D Gatica-Perez ACM Transactions on Intelligent Systems and Technology (TIST) 2 (1), 1-27, 2011 | 334 | 2011 |
Sensing the'Health State'of our Society A Madan, M Cebrian, S Moturu, K Farrahi, AS Pentland Institute of Electrical and Electronics Engineers, 2011 | 306* | 2011 |
What did you do today? Discovering daily routines from large-scale mobile data K Farrahi, D Gatica-Perez Proceedings of the 16th ACM international conference on Multimedia, 849-852, 2008 | 171 | 2008 |
Epidemic contact tracing via communication traces K Farrahi, R Emonet, M Cebrian PloS one 9 (5), e95133, 2014 | 123 | 2014 |
Probabilistic mining of socio-geographic routines from mobile phone data K Farrahi, D Gatica-Perez IEEE Journal of Selected Topics in Signal Processing 4 (4), 746-755, 2010 | 108 | 2010 |
Pervasive sensing to model political opinions in face-to-face networks A Madan, K Farrahi, D Gatica-Perez, A Pentland Pervasive Computing: 9th International Conference, Pervasive 2011, San …, 2011 | 79 | 2011 |
Discovering human routines from cell phone data with topic models K Farrahi, D Gatica-Perez 2008 12th IEEE International Symposium on Wearable Computers, 29-32, 2008 | 57 | 2008 |
A probabilistic approach to mining mobile phone data sequences K Farrahi, D Gatica-Perez Personal and ubiquitous computing 18, 223-238, 2014 | 47 | 2014 |
Daily routine classification from mobile phone data K Farrahi, D Gatica-Perez International Workshop on Machine Learning for Multimodal Interaction, 173-184, 2008 | 42 | 2008 |
Passive mobile sensing and psychological traits for large scale mood prediction D Spathis, S Servia-Rodriguez, K Farrahi, C Mascolo, J Rentfrow Proceedings of the 13th EAI international conference on pervasive computing …, 2019 | 41 | 2019 |
An agent-based parallel geo-simulation of urban mobility during city-scale evacuation K Zia, K Farrahi, A Riener, A Ferscha Simulation 89 (10), 1184-1214, 2013 | 41 | 2013 |
Extracting mobile behavioral patterns with the distant n-gram topic model K Farrahi, D Gatica-Perez 2012 16th International Symposium on Wearable Computers, 1-8, 2012 | 41 | 2012 |
Transfer learning across human activities using a cascade neural network architecture X Du, K Farrahi, M Niranjan Proceedings of the 2019 ACM International Symposium on Wearable Computers, 35-44, 2019 | 36 | 2019 |
Impact of listening behavior on music recommendation K Farrahi, M Schedl, A Vall, D Hauger, M Tkalcic | 35 | 2014 |
User geospatial context for music recommendation in microblogs M Schedl, A Vall, K Farrahi Proceedings of the 37th international ACM SIGIR conference on Research …, 2014 | 34 | 2014 |
Learning and predicting multimodal daily life patterns from cell phones K Farrahi, D Gatica-Perez Proceedings of the 2009 international conference on Multimodal interfaces …, 2009 | 34 | 2009 |
On the influence of user characteristics on music recommendation algorithms M Schedl, D Hauger, K Farrahi, M Tkalčič Advances in Information Retrieval: 37th European Conference on IR Research …, 2015 | 31 | 2015 |
Sequence multi-task learning to forecast mental wellbeing from sparse self-reported data D Spathis, S Servia-Rodriguez, K Farrahi, C Mascolo, J Rentfrow Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 27 | 2019 |
Transfer learning efficiently maps bone marrow cell types from mouse to human using single-cell RNA sequencing PS Stumpf, X Du, H Imanishi, Y Kunisaki, Y Semba, T Noble, RCG Smith, ... Communications biology 3 (1), 736, 2020 | 26 | 2020 |
Socio-inspired ICT: Towards a socially grounded society-ICT symbiosis A Ferscha, K Farrahi, J van den Hoven, D Hales, A Nowak, P Lukowicz, ... The European Physical Journal Special Topics 214, 401-434, 2012 | 20 | 2012 |