Real-Time Mental Arithmetic Task Recognition From EEG Signals
Wang, Qiang, Sourina, Olga
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2013)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2013)
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Journal Article
Real-time EEG-based emotion recognition for music therapy
Sourina, Olga, Liu, Yisi, Nguyen, Minh Khoa
Published in Journal on multimodal user interfaces (01.03.2012)
Published in Journal on multimodal user interfaces (01.03.2012)
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Journal Article
Real-Time EEG-Based Human Emotion Recognition and Visualization
Yisi Liu, Sourina, O, Minh Khoa Nguyen
Published in 2010 International Conference on Cyberworlds (01.10.2010)
Published in 2010 International Conference on Cyberworlds (01.10.2010)
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Conference Proceeding
A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG
Cui, Jian, Lan, Zirui, Liu, Yisi, Li, Ruilin, Li, Fan, Sourina, Olga, Müller-Wittig, Wolfgang
Published in Methods (San Diego, Calif.) (01.06.2022)
Published in Methods (San Diego, Calif.) (01.06.2022)
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Journal Article
Inter-subject transfer learning for EEG-based mental fatigue recognition
Liu, Yisi, Lan, Zirui, Cui, Jian, Sourina, Olga, Müller-Wittig, Wolfgang
Published in Advanced engineering informatics (01.10.2020)
Published in Advanced engineering informatics (01.10.2020)
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Journal Article
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics
Li, Ruilin, Wang, Lipo, Suganthan, P. N., Sourina, Olga
Published in IEEE journal of biomedical and health informatics (01.10.2022)
Published in IEEE journal of biomedical and health informatics (01.10.2022)
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Journal Article
Machine learning methods for bio-medical image and signal processing: Recent advances
Wang, Lipo, Sourina, Olga, Erdt, Marius, Wang, Yaoli, Chang, Qing
Published in Methods (San Diego, Calif.) (01.06.2022)
Published in Methods (San Diego, Calif.) (01.06.2022)
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Journal Article
Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets
Lan, Zirui, Sourina, Olga, Wang, Lipo, Scherer, Reinhold, Muller-Putz, Gernot R.
Published in IEEE transactions on cognitive and developmental systems (01.03.2019)
Published in IEEE transactions on cognitive and developmental systems (01.03.2019)
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Journal Article