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2018

Stepanov E. A., Lathuiliere S., Chowdhury S. A., Ghosh A., Vieriu R., Sebe N.and Riccardi G.

Depression Severity Estimation from Multiple Modalities (Conference)

2018.

(Links | BibTeX | Tags: Affective Computing, Health Analytics)

Mayor Torres, J.M., Libsack, E.J., Clarkson, T., Keifer, C.M., Riccardi, G., Lerner, M.D.

EEG-based Single trial Classification Emotion Recognition: A Comparative Analysis in Individuals with and without Autism Spectrum Disorder (Conference)

2018.

(Links | BibTeX | Tags: Health Analytics)

Stepanov E. A., Lathuilierev S., Chowdhury S. A., Ghosh A., Vieriu R.D., Sebe N. and Riccardi G.

Depression Severity Estimation from Multiple Modalities (Article)

2018, (EXCELLENT Paper AWARD).

(Links | BibTeX | Tags: Health Analytics, Machine Learning)

Ghosh A., Stepanov E. A., Mayor Torres, J.M., Danieli M. and Riccardi G.

HEAL: A Health Analytics Intelligent Agent Platform for the acquisition and analysis of physiological signals (Conference)

2018.

(Links | BibTeX | Tags: Health Analytics)

2017

Ghosh A., Stepanov E. A., Danieli M., and Riccardi G.

Are You Stressed? Detecting High Stress from User Diaries (Proceeding)

8th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2017) • September 11-14, 2017 • Debrecen, Hungary, 2017.

(Abstract | Links | BibTeX | Tags: Health Analytics, Interactive Systems)

2016

Mayor J. M., Ghosh A., Stepanov A. E. and Riccardi G.

HEAL-T: An Efficient PPG-based Heart-Rate And IBI Estimation Method During Physical Exercise (Proceeding)

Proc. EUSIPCO, Budapest, 2016, 2016.

(Abstract | Links | BibTeX | Tags: Health Analytics, Signal Annotation and Interpretation)

Mayor J. M., Stepanov A. E. and Riccardi G.

EEG Semantic Decoding Using Deep Neural Networks (Conference)

Workshop on Concepts, Actions and Objects, Rovereto, 2016., 2016.

(Links | BibTeX | Tags: Health Analytics, Signal Annotation and Interpretation)

Danieli M., Ghosh A., Berra E., Fulcheri C., Rabbia F., Testa E., Veglio F., Riccardi G.

Automatically classifying essential arterial hypertension from physiological and daily life stress responses. (Conference)

ESH 2016 – The 26th European Meeting on Hypertension and Cardiovascular Protection, Paris, France, June 10 -13 2016., 2016.

(BibTeX | Tags: Health Analytics)

2015

Danieli M., Ghosh A, Berra E., Testa E., Rabbia F., Veglio F. and Riccardi G.

Comprendere l’Ipertensione Arteriosa Essenziale A Partire da Costrutti Psicologici e Segnali Fisiologici (Conference)

2015.

(Links | BibTeX | Tags: Affective Computing, Health Analytics)

Ghosh A, Danieli M. and Riccardi G.

Annotation and Prediction of Stress and Workload from Physiological and Inertial Signals (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Health Analytics, Machine Learning, Signal Annotation and Interpretation)

Ghosh A, Mayor Torres J.M., Danieli M. and Riccardi G.

Detection of Essential Hypertension with Physiological Signals from Wearable Devices (Conference)

2015.

(Abstract | Links | BibTeX | Tags: Health Analytics, Machine Learning, Signal Annotation and Interpretation)