Publications of project HAI
2017
| Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification, , , , and , in: IEEE Winter Conference on Applications of Computer Vision (WACV), Washington, 2017 |
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2014
| Temporal Analysis of Motif Mixtures using Dirichlet Processes, , and , in: IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 36(1), 2014 |
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2013
| A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs, , and , in: International Journal of Computer Vision, 103(1):100-126, 2013 |
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| Analyse non supervisée d'activités en vidéo surveillance pour l'analyse de scène et la détection d'événements anormaux, and , Idiap-RR-20-2013 |
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| Revisiting the Generality of the Rank-based Human Mobility Model, and , in: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, Zurich, Switzerland, pages 1209-1218, ACM, 2013 |
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| Speaking Swiss: Languages and Venues in Foursquare, and , in: Proceedings of the 21st ACM International Conference on Multimedia, Barcelona, Spain, pages 501-504, ACM, 2013 |
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| Unsupervised Methods for Activity Analysis and Detection of Abnormal Events, and , Idiap-RR-21-2013 |
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| Unsupervised methods for activity analysis and detection of abnormal events, and , in: Intelligent Video Surveillance Systems (ISTE), Wiley, 2013 |
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2012
| A Probabilistic Approach to Mining Mobile Phone Data Sequences, and , in: Personal and Ubiquitous Computing, 2012 |
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| Extracting Mobile Behavioral Patterns with the Distant N-Gram Topic Model, and , in: Proceedings of the IEEE International Symposium on Wearable Computers, Newcastle, 2012 |
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| Sparsity in Topic Models, , and , in: Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond, MIT Press, 2012 |
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| Unsupervised Activity Analysis and Monitoring algorithms for Effective Surveillance Systems, , , , , , , and , in: European Conference on Computer Vision, 2012 |
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2011
| Modeling and understanding communities in online social media using probabilistic methods, , Ecole polytechnique fédérale de Lausanne, 2011 |
[DOI] [URL] |
| Multi-camera Open Space Human Activity Discovery for Anomaly Detection, , and , in: 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011 |
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| Pervasive Sensing to Model Political Opinions in Face-to-Face Networks, , , and , in: Pervasive, San Francisco, 2011 |
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2010
| Extracting Motifs from Time Series Generated by Concurrent Activities., , and , in: NIPS workshop on Learning and Planning from Batch Time Series Data, 2010 |
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