Hesam Sagha
Hesam Sagha
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Collecting complex activity datasets in highly rich networked sensor environments
D Roggen, A Calatroni, M Rossi, T Holleczek, K Förster, G Tröster, ...
Networked Sensing Systems (INSS), 2010 Seventh International Conference on …, 2010
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition
R Chavarriaga, H Sagha, A Calatroni, ST Digumarti, G Tröster, JR Millán, ...
Pattern Recognition Letters 34 (15), 2033-2042, 2013
A hybrid brain–computer interface based on the fusion of electroencephalographic and electromyographic activities
R Leeb, H Sagha, R Chavarriaga, J del R Millán
Journal of neural engineering 8 (2), 025011, 2011
Benchmarking classification techniques using the Opportunity human activity dataset
H Sagha, ST Digumarti, J del R Millan, R Chavarriaga, A Calatroni, ...
IEEE International Conference on Systems, Man, and Cybernetics, 36-40, 2011
Multimodal fusion of muscle and brain signals for a hybrid-BCI
R Leeb, H Sagha, R Chavarriaga, JR Millán
Annual International Conference of the IEEE Engineering in Medicine and …, 2010
The opportunity framework and data processing ecosystem for opportunistic activity and context recognition
M Kurz, G Hölzl, A Ferscha, A Calatroni, D Roggen, G Tröster, H Sagha, ...
International Journal of Sensors, Wireless Communications and Control …, 2011
Enhancing speech-based depression detection through gender dependent vowel-level formant
N Cummins, B Vlasenko, H Sagha, B Schuller
Conference on Artificial Intelligence in Medicine, 5, 2017
Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace
H Sagha, J Deng, M Gavryukova, J Han, B Schuller
41st IEEE International Conference on Acoustics, Speech and Signal …, 2016
On-line anomaly detection and resilience in classifier ensembles
H Sagha, H Bayati, JR Millán, R Chavarriaga
Pattern Recognition Letters 34 (15), 1916-1927, 2013
MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis
P Buitelaar, ID Wood, S Negi, M Arcan, JP McCrae, A Abele, C Robin, ...
IEEE Transactions on Multimedia 20 (9), 2454-2465, 2018
Stacked Denoising Autoencoders for Sentiment Analysis: A review
H Sagha, N Cummins, B Schuller
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2017
Enhancing multilingual recognition of emotion in speech by language identification
H Sagha, P Matejka, M Gavryukova, F Povolny, B Schuller
17th Annual Conference of the International Speech Communication Association …, 2016
Kinect= IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities
O Bańos, A Calatroni, M Damas, H Pomares, I Rojas, H Sagha, ...
16th International Symposium on Wearable Computers (ISWC), 92-99, 2012
Ensemble creation and reconfiguration for activity recognition: An information theoretic approach
R Chavarriaga, H Sagha, JR Millán
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2761-2766, 2011
Detecting and rectifying anomalies in body sensor networks
H Sagha, J del R. Millán, R Chavarriaga
International Conference on Body Sensor Networks (BSN), 162-167, 2011
A probabilistic approach to handle missing data for multi-sensory activity recognition
H Sagha, JR Millán, R Chavarriaga
Workshop on Context Awareness and Information Processing in Opportunistic …, 2010
Implementing gender-dependent vowel-level analysis for boosting speech-based depression recognition
B Vlasenko, H Sagha, N Cummins, B Schuller
18th Annual Conference of the International Speech Communication Association …, 2017
Genetic Ink Drop Spread
H Sagha, SB Shouraki, H Beigy, H Khasteh, E Enayati
2nd International Symposium on Intelligent Information Technology …, 2008
Detecting anomalies to improve classification performance in opportunistic sensor networks
H Sagha, JR Millán, R Chavarriaga
IEEE International Conference on Pervasive Computing and Communications …, 2011
Emotional Speech of Mentally and Physically Disabled Individuals: Introducing The EmotAsS Database and First Findings
S Hantke, H Sagha, N Cummins, B Schuller
18th Annual Conference of the International Speech Communication Association …, 2017
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