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Hesam Sagha, Ph.D. - Publications

Affiliations: 
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland 
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Sagha H, Cummins N, Schuller B. Stacked denoising autoencoders for sentiment analysis: a review Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 7: e1212. DOI: 10.1002/Widm.1212  0.305
2016 Sagha H, Li F, Variani E, Millán JdR, Chavarriaga R, Schuller B. Stream fusion for multi-stream automatic speech recognition International Journal of Speech Technology. 19: 669-675. DOI: 10.1007/S10772-016-9357-1  0.655
2015 Sagha H, Perdikis S, Millán Jdel R, Chavarriaga R. Quantifying electrode reliability during brain-computer interface operation. Ieee Transactions On Bio-Medical Engineering. 62: 858-64. PMID 25376032 DOI: 10.1109/Tbme.2014.2366554  0.548
2013 Sagha H, Calatroni A, Millán JDR, Roggen D, Tröster G, Chavarriaga R. Robust activity recognition combining anomaly detection and classifier retraining 2013 Ieee International Conference On Body Sensor Networks, Bsn 2013. DOI: 10.1109/BSN.2013.6575491  0.679
2013 Sagha H, Bayati H, Millán JDR, Chavarriaga R. On-line anomaly detection and resilience in classifier ensembles Pattern Recognition Letters. 34: 1916-1927. DOI: 10.1016/J.Patrec.2013.02.014  0.717
2013 Chavarriaga R, Sagha H, Calatroni A, Digumarti ST, Tröster G, Millán JDR, Roggen D. The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition Pattern Recognition Letters. 34: 2033-2042. DOI: 10.1016/J.Patrec.2012.12.014  0.729
2012 Baños O, Calatroni A, Damas M, Pomares H, Rojas I, Sagha H, Millán JDR, Tröster G, Chavarriaga R, Roggen D. Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities Proceedings - International Symposium On Wearable Computers, Iswc. 92-99. DOI: 10.1109/ISWC.2012.17  0.685
2011 Leeb R, Sagha H, Chavarriaga R, Millán Jdel R. A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities. Journal of Neural Engineering. 8: 025011. PMID 21436524 DOI: 10.1088/1741-2560/8/2/025011  0.579
2011 Kurz M, Hölzl G, Ferscha A, Sagha H, Del R. Millán J, Chavarriaga R. Dynamic quantification of activity recognition capabilities in opportunistic systems Ieee Vehicular Technology Conference. DOI: 10.1109/VETECS.2011.5956356  0.553
2011 Sagha H, Millán JDR, Chavarriaga R. Detecting anomalies to improve classification performance in opportunistic sensor networks 2011 Ieee International Conference On Pervasive Computing and Communications Workshops, Percom Workshops 2011. 154-159. DOI: 10.1109/PERCOMW.2011.5766860  0.695
2011 Chavarriaga R, Sagha H, Del R. Millán J. Ensemble creation and reconfiguration for activity recognition: An information theoretic approach Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 2761-2766. DOI: 10.1109/ICSMC.2011.6084090  0.549
2011 Sagha H, Digumarti ST, Millán JDR, Chavarriaga R, Calatroni A, Roggen D, Tröster G. Benchmarking classification techniques using the opportunity human activity dataset Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 36-40. DOI: 10.1109/ICSMC.2011.6083628  0.654
2011 Sagha H, Del R. Millan J, Chavarriaga R. Detecting and rectifying anomalies in body sensor networks Proceedings - 2011 International Conference On Body Sensor Networks, Bsn 2011. 162-167. DOI: 10.1109/BSN.2011.34  0.602
2011 Roggen D, Calatroni A, Förster K, Tröster G, Lukowicz P, Bannach D, Ferscha A, Kurz M, Hölzl G, Sagha H, Bayati H, Millán JDR, Chavarriaga R. Activity recognition in opportunistic sensor environments Procedia Computer Science. 7: 173-174. DOI: 10.1016/J.Procs.2011.09.003  0.707
2010 Leeb R, Sagha H, Chavarriaga R, Del R Millan J. Multimodal fusion of muscle and brain signals for a hybrid-BCI. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4343-6. PMID 21096001 DOI: 10.1109/IEMBS.2010.5626233  0.543
2010 Roggen D, Calatroni A, Rossi M, Holleczek T, Förster K, Tröster G, Lukowicz P, Bannach D, Pirkl G, Ferscha A, Doppler J, Holzmann C, Kurz M, Holl G, Chavarriaga R, ... Sagha H, et al. Collecting complex activity datasets in highly rich networked sensor environments Inss 2010 - 7th International Conference On Networked Sensing Systems. 233-240. DOI: 10.1109/INSS.2010.5573462  0.613
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