Publications

Peer Reviewed Journal Papers

Accepted

• Appriou A., Cichocki A., and Lotte. F., (2020) « Modern machine learning algorithms to classify cognitive and affective states from electroencephalography signals. » IEEE Systems, Man and Cybernetics Magazine pdf

• Frey J., Appriou A., Lotte F., Hachet M., (2015) « Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual comfort », Computational Intelligence and Neuroscience pdf

Submitted

• Appriou A., Pillette L., Dutartre D., Cichocki A., Lotte F., « BioPyC, an open-source python platform for offline electroencephalographic and physiological signals classification » - Submitted at Neuroinformatics

Peer Reviewed Conference Papers

Accepted

• Sadatnejad K., Roc A., Pillette L., Appriou A., Monseigne T., Lotte F., (2020) « Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications », IEEE Iternational Conference on Acoustics, Speech and Processing pdf

• Appriou A., Cela J., Law, E., Oudeyer P.-Y., Lotte F., (2019) « Towars Measuring states of curiosity through Electroencephalography and body sensors », CORTICO, Lille, France

• Pillette, L., Appriou, A., Cichocki, A., N’Kaoua, B., & Lotte, F., (2018) « Classification of attention types in EEG signals » , International BCI Meeting, Asilomar, United States pdf

• Appriou, A., Pillette, L. , Cichocki, A., & Lotte, F., (2018) « BCPy, an open-source python platform for offline EEG signals decoding & analysis », International BCI Meeting, Asilomar, US pdf

• Appriou A., Cichocki, A., Lotte, F., (2018) « Towards Robust Neuroadaptative HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals », ACM CHI Conference on Human Factors in Computing Systems - Late Breaking Work - Montreal, Canada pdf

• Appriou A., Lotte F. (2018) « Analysis and classification of learning-related mental states in EEG signals », CORTICO, Toulouse, France pdf

• Frey J., Appriou A., Lotte F., Hachet M., (2015) « Estimating Visual Comfort Stereoscopic Displays Using Electroencephalography: A proof-of-concept », Interact pdf

• Trott S., Appriou A., Feldman J., Janin A., (2015) « Natural Language Understanding and Communication for Multi-Agent Systems », AAAI, Orlando, Florida

Submitted

• Appriou A., Ceha J., Pramij S., Dutartre D., Law E., Oudeyer P.-Y., Lotte F., « Towards measuring states of epistemic curiosity through electroencephalographic signals » - Submitted at IEEE SMC Conference