Giorgos A. Giannakakis

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 17

Top Topics

Epileptic Seizures

Top Venues

Pattern Anal. Appl.

Publications

Giorgos A. Giannakakis, Dimitris Grigoriadis, Katerina Giannakaki, Olympia Simantiraki, Alexandros Roniotis, Manolis Tsiknakis
Review on Psychological Stress Detection Using Biosignals. IEEE Trans. Affect. Comput. 13 (1) (2022)
Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. 25 (3) (2022)
Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. 25 (2) (2022)
Giorgos A. Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Kostas Marias
A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. ACII Workshops (2019)
Giorgos A. Giannakakis, Manolis Tsiknakis, Pelagia Vorgia
Focal epileptic seizures anticipation based on patterns of heart rate variability parameters. Comput. Methods Programs Biomed. 178 (2019)
Giorgos A. Giannakakis, Nikolaos Tsekos, Katerina Giannakaki, Kostas Michalopoulos, Pelagia Vorgia, Michalis E. Zervakis
Seizure Detection using Common Spatial Patterns and Classification Techniques. BIBE (2019)
Giorgos A. Giannakakis, Kostas Marias, Manolis Tsiknakis
A stress recognition system using HRV parameters and machine learning techniques. ACII Workshops (2019)
Katerina Giannakaki, Giorgos A. Giannakakis, Pelagia Vorgia, Manousos A. Klados, Michalis E. Zervakis
Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. BIBE (2019)
Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis
Head Movements in Context of Speech during Stress Induction. FG (2018)
Giorgos A. Giannakakis, Dimitris Manousos, Vaggelis Chaniotakis, Manolis Tsiknakis
Evaluation of head pose features for stress detection and classification. BHI (2018)
Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 19 (7) (2017)
Katerina Giannakaki, Giorgos A. Giannakakis, Christina Farmaki, Vangelis Sakkalis
Emotional State Recognition Using Advanced Machine Learning Techniques on EEG Data. CBMS (2017)
Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. 31 (2017)
Olympia Simantiraki, Giorgos A. Giannakakis, Anastasia Pampouchidou, Manolis Tsiknakis
Stress Detection from Speech Using Spectral Slope Measurements. MindCare/Fabulous (2016)
Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis
A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. pHealth (2016)
Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia (2016)
Yasmina Andreu, Franco Chiarugi, Sara Colantonio, Giorgos A. Giannakakis, Daniela Giorgi, Pedro Henríquez, Eleni Kazantzaki, Dimitris Manousos, Kostas Marias, Bogdan J. Matuszewski, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Manolis Tsiknakis
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 148 (2016)
Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME (2015)
Giorgos A. Giannakakis, Dimitris Grigoriadis, Manolis Tsiknakis
Detection of stress/anxiety state from EEG features during video watching. EMBC (2015)
Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Extraction of facial features as indicators of stress and anxiety. EMBC (2015)
Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF (2014)
Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis
Comparison of blind source separation algorithms for optical heart rate monitoring. MobiHealth (2014)
Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis
Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE (2013)
Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis
An approach to absence epileptic seizures detection using Approximate Entropy. EMBC (2013)
Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis
Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. EMBC (2013)
Giorgos A. Giannakakis, Nikolaos N. Tsiaparas, Charalabos C. Papageorgiou, Konstantina S. Nikita
Spectral entropy of dyslexic ERP signal by means of Adaptive Optimal Kernel. DPS (2009)
Giorgos A. Giannakakis, Nikolaos N. Tsiaparas, Monika-Filitsa S. Xenikou, Charalabos C. Papageorgiou, Konstantina S. Nikita
Wavelet entropy differentiations of event related potentials in dyslexia. BIBE (2008)
Giorgos A. Giannakakis, Ivan Buliev
ECG signal recording, processing and transmission using a mobile phone. PETRA (2008)