Giorgos A. Giannakakis

39 papers A 1B 5C 4Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessing the impact of cinematic virtual reality simulations on young drivers: behavior and physiological responses. Virtual Real. Vito De Giglio, Alessandro Evangelista, Giorgos A. Giannakakis, Antonios Konstantaras, Zacharias Kamarianakis, Antonio E. Uva, Vito M. Manghisi
2025	—	`conf`	Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data. BIOSTEC (2): HEALTHINF Nele Sophie Brügge, Alexandra I. Korda, Stefan J. Borgwardt, Christina Andreou, Giorgos A. Giannakakis, Heinz Handels
2025	J	`jnl`	Reflections on Diversity: A Real-time Virtual Mirror for Inclusive 3D Face Transformations. CoRR Paraskevi Valergaki, Antonis A. Argyros, Giorgos A. Giannakakis, Anastasios Roussos
2025	J	`jnl`	Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data. Biomed. Signal Process. Control. Apostolos Karasmanoglou, Giorgos A. Giannakakis, Pelagia Vorgia, Marios Antonakakis, Michalis E. Zervakis
2025	J	`jnl`	Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning. Comput. Methods Programs Biomed. Giorgos A. Giannakakis, Anastasios Roussos, Christina Andreou, Stefan J. Borgwardt, Alexandra I. Korda
2024	—	`conf`	Emotion Recognition Based on EEG Signals and Deep Neural Networks Architectures. ACII (Workshops and Demos) Giorgos A. Giannakakis, Apostolos Karasmanoglou, Marios Antonakakis, Pelagia Vorgia, Michalis E. Zervakis
2022	J	`jnl`	Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2022	J	`jnl`	Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2022	J	`jnl`	Review on Psychological Stress Detection Using Biosignals. IEEE Trans. Affect. Comput. Giorgos A. Giannakakis, Dimitris Grigoriadis, Katerina Giannakaki, Olympia Simantiraki, Alexandros Roniotis, Manolis Tsiknakis
2021	B	`conf`	Investigation and ordinal modelling of vocal features for stress detection in speech. ACII George-Marios Kalatzantonakis-Jullien, Nikolaos Stefanakis, Giorgos A. Giannakakis
2020	B	`conf`	Automatic stress detection evaluating models of facial action units. FG Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2020	B	`conf`	Real-time Facial Expression Recognition "In The Wild" by Disentangling 3D Expression from Identity. FG Mohammad Rami Koujan, Luma Alharbawee, Giorgos A. Giannakakis, Nicolas Pugeault, Anastasios Roussos
2020	J	`jnl`	Real-time Facial Expression Recognition "In The Wild" by Disentangling 3D Expression from Identity. CoRR Mohammad Rami Koujan, Luma Alharbawee, Giorgos A. Giannakakis, Nicolas Pugeault, Anastasios Roussos
2019	—	`conf`	A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. ACII Workshops Giorgos A. Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Kostas Marias
2019	—	`conf`	A stress recognition system using HRV parameters and machine learning techniques. ACII Workshops Giorgos A. Giannakakis, Kostas Marias, Manolis Tsiknakis
2019	C	`conf`	Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. BIBE Katerina Giannakaki, Giorgos A. Giannakakis, Pelagia Vorgia, Manousos A. Klados, Michalis E. Zervakis
2019	J	`jnl`	Focal epileptic seizures anticipation based on patterns of heart rate variability parameters. Comput. Methods Programs Biomed. Giorgos A. Giannakakis, Manolis Tsiknakis, Pelagia Vorgia
2019	C	`conf`	Seizure Detection using Common Spatial Patterns and Classification Techniques. BIBE Giorgos A. Giannakakis, Nikolaos V. Tsekos, Katerina Giannakaki, Kostas Michalopoulos, Pelagia Vorgia, Michalis E. Zervakis
2018	—	`conf`	A Study on Affect Model Validity: Nominal vs Ordinal Labels. AffComp@IJCAI David Melhart, Konstantinos Sfikas, Giorgos A. Giannakakis, Georgios N. Yannakakis, Antonios Liapis
2018	—	`conf`	Evaluation of head pose features for stress detection and classification. BHI Giorgos A. Giannakakis, Dimitris Manousos, Vaggelis Chaniotakis, Manolis Tsiknakis
2018	B	`conf`	Head Movements in Context of Speech during Stress Induction. FG Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis
2017	B	`conf`	Emotional State Recognition Using Advanced Machine Learning Techniques on EEG Data. CBMS Katerina Giannakaki, Giorgos A. Giannakakis, Christina Farmaki, Vangelis Sakkalis
2017	J	`jnl`	Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 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
2017	J	`jnl`	Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
2016	—	`conf`	A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. pHealth Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis
2016	—	`conf`	Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia 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
2016	—	`conf`	Stress Detection from Speech Using Spectral Slope Measurements. MindCare/Fabulous Olympia Simantiraki, Giorgos A. Giannakakis, Anastasia Pampouchidou, Manolis Tsiknakis
2016	J	`jnl`	Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 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
2015	—	`conf`	Detection of stress/anxiety state from EEG features during video watching. EMBC Giorgos A. Giannakakis, Dimitris Grigoriadis, Manolis Tsiknakis
2015	—	`conf`	Extraction of facial features as indicators of stress and anxiety. EMBC Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
2015	A	`conf`	Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME 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
2014	—	`conf`	Comparison of blind source separation algorithms for optical heart rate monitoring. MobiHealth Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis
2014	—	`conf`	Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
2013	—	`conf`	Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. EMBC Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis
2013	—	`conf`	An approach to absence epileptic seizures detection using Approximate Entropy. EMBC Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis
2013	C	`conf`	Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis
2009	—	`conf`	Spectral entropy of dyslexic ERP signal by means of Adaptive Optimal Kernel. DPS Giorgos A. Giannakakis, Nikolaos N. Tsiaparas, Charalabos C. Papageorgiou, Konstantina S. Nikita
2008	—	`conf`	ECG signal recording, processing and transmission using a mobile phone. PETRA Giorgos A. Giannakakis, Ivan Buliev
2008	C	`conf`	Wavelet entropy differentiations of event related potentials in dyslexia. BIBE Giorgos A. Giannakakis, Nikolaos N. Tsiaparas, Monika-Filitsa S. Xenikou, Charalabos C. Papageorgiou, Konstantina S. Nikita