Wavelet entropy differentiations of event related potentials in dyslexia. - Giorgos A. Giannakakis; Nikolaos N. Tsiaparas; Monika-Filitsa S. Xenikou; Charalabos C. Papageorgiou; Konstantina S. Nikita (BIBE, 2008)

ECG signal recording, processing and transmission using a mobile phone. - Giorgos A. Giannakakis; Ivan Buliev (PETRA, 2008)

Spectral entropy of dyslexic ERP signal by means of Adaptive Optimal Kernel. - Giorgos A. Giannakakis; Nikolaos N. Tsiaparas; Charalabos C. Papageorgiou; Konstantina S. Nikita (DPS, 2009)

Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. - Marios Antonakakis; Giorgos A. Giannakakis; Manolis Tsiknakis; Sifis Micheloyannis; Michalis E. Zervakis (BIBE, 2013)

An approach to absence epileptic seizures detection using Approximate Entropy. - Giorgos A. Giannakakis; Vangelis Sakkalis; Matthew Pediaditis; Christina Farmaki; Pelagia Vorgia; Manolis Tsiknakis (EMBC, 2013)

Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. - Vangelis Sakkalis; Giorgos A. Giannakakis; Christina Farmaki; Abdou Mousas; Matthew Pediaditis; Pelagia Vorgia; Manolis Tsiknakis (EMBC, 2013)

Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. - Franco Chiarugi; Galateia Iatraki; Eirini Christinaki; Dimitris Manousos; Giorgos A. Giannakakis; Matthew Pediaditis; Anastasia Pampouchidou; Kostas Marias; Manolis Tsiknakis (HEALTHINF, 2014)

Comparison of blind source separation algorithms for optical heart rate monitoring. - Eirini Christinaki; Giorgos A. Giannakakis; Franco Chiarugi; Matthew Pediaditis; Galateia Iatraki; Dimitris Manousos; Kostas Marias; Manolis Tsiknakis (MobiHealth, 2014)

Detection of stress/anxiety state from EEG features during video watching. - Giorgos A. Giannakakis; Dimitris Grigoriadis; Manolis Tsiknakis (EMBC, 2015)

Extraction of facial features as indicators of stress and anxiety. - Matthew Pediaditis; Giorgos A. Giannakakis; Franco Chiarugi; Dimitris Manousos; Anastasia Pampouchidou; Eirini Christinaki; Galateia Iatraki; Eleni Kazantzaki; Panagiotis G. Simos; Kostas Marias; Manolis Tsiknakis (EMBC, 2015)

Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. - 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; et al. (ICME, 2015)

Stress Detection from Speech Using Spectral Slope Measurements. - Olympia Simantiraki; Giorgos A. Giannakakis; Anastasia Pampouchidou; Manolis Tsiknakis (MindCare/Fabulous, 2016)

Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. - Anastasia Pampouchidou; Olympia Simantiraki; Amir Fazlollahi; Matthew Pediaditis; Dimitris Manousos; Alexandros Roniotis; Giorgos A. Giannakakis; Fabrice Mériaudeau; Panagiotis G. Simos; Kostas Marias; Fan Yang 019; Manolis Tsiknakis (AVEC@ACM Multimedia, 2016)

A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. - Giorgos A. Giannakakis; Matthew Pediaditis; George Stavrinidis; George Konstantinidis 002; Vangelis Kritsotakis; Vassilios D. Tsakanikas; Michael Ligerakis; Vangelis Sakkalis; Pelagia Vorgia; Manolis Tsiknakis (pHealth, 2016)

Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. - 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; et al. (Comput. Vis. Image Underst., 2016)

Emotional State Recognition Using Advanced Machine Learning Techniques on EEG Data. - Katerina Giannakaki; Giorgos A. Giannakakis; Christina Farmaki; Vangelis Sakkalis (CBMS, 2017)

Stress and anxiety detection using facial cues from videos. - Giorgos A. Giannakakis; Matthew Pediaditis; Dimitris Manousos; Eleni Kazantzaki; Franco Chiarugi; Panagiotis G. Simos; Kostas Marias; Manolis Tsiknakis (Biomed. Signal Process. Control., 2017)

Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. - 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; et al. (IEEE Trans. Multim., 2017)

Evaluation of head pose features for stress detection and classification. - Giorgos A. Giannakakis; Dimitris Manousos; Vaggelis Chaniotakis; Manolis Tsiknakis (BHI, 2018)

Head Movements in Context of Speech during Stress Induction. - Giorgos A. Giannakakis; Dimitris Manousos; Panagiotis G. Simos; Manolis Tsiknakis (FG, 2018)

A Study on Affect Model Validity: Nominal vs Ordinal Labels. - David Melhart; Konstantinos Sfikas; Giorgos A. Giannakakis; Georgios N. Yannakakis; Antonios Liapis (AffComp@IJCAI, 2018)

A stress recognition system using HRV parameters and machine learning techniques. - Giorgos A. Giannakakis; Kostas Marias; Manolis Tsiknakis (ACII Workshops, 2019)

A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. - Giorgos A. Giannakakis; Eleftherios Trivizakis; Manolis Tsiknakis; Kostas Marias (ACII Workshops, 2019)

Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. - Katerina Giannakaki; Giorgos A. Giannakakis; Pelagia Vorgia; Manousos A. Klados; Michalis E. Zervakis (BIBE, 2019)

Seizure Detection using Common Spatial Patterns and Classification Techniques. - Giorgos A. Giannakakis; Nikolaos Tsekos; Katerina Giannakaki; Kostas Michalopoulos; Pelagia Vorgia; Michalis E. Zervakis (BIBE, 2019)

Focal epileptic seizures anticipation based on patterns of heart rate variability parameters. - Giorgos A. Giannakakis; Manolis Tsiknakis; Pelagia Vorgia (Comput. Methods Programs Biomed., 2019)

Automatic stress detection evaluating models of facial action units. - Giorgos A. Giannakakis; Mohammad Rami Koujan; Anastasios Roussos; Kostas Marias (FG, 2020)

Real-time Facial Expression Recognition "In The Wild" by Disentangling 3D Expression from Identity. - Mohammad Rami Koujan; Luma Alharbawee; Giorgos A. Giannakakis; Nicolas Pugeault; Anastasios Roussos (FG, 2020)

Investigation and ordinal modelling of vocal features for stress detection in speech. - George-Marios Kalatzantonakis-Jullien; Nikolaos Stefanakis; Giorgos A. Giannakakis (ACII, 2021)

Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. - Giorgos A. Giannakakis; Mohammad Rami Koujan; Anastasios Roussos; Kostas Marias (Pattern Anal. Appl., 2022)

Automatic stress analysis from facial videos based on deep facial action units recognition. - Giorgos A. Giannakakis; Mohammad Rami Koujan; Anastasios Roussos; Kostas Marias (Pattern Anal. Appl., 2022)

Review on Psychological Stress Detection Using Biosignals. - Giorgos A. Giannakakis; Dimitris Grigoriadis; Katerina Giannakaki; Olympia Simantiraki; Alexandros Roniotis; Manolis Tsiknakis (IEEE Trans. Affect. Comput., 2022)

Emotion Recognition Based on EEG Signals and Deep Neural Networks Architectures. - Giorgos A. Giannakakis; Apostolos Karasmanoglou; Marios Antonakakis; Pelagia Vorgia; Michalis E. Zervakis (ACII (Workshops and Demos), 2024)

Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data. - Nele Sophie Brügge; Alexandra I. Korda; Stefan J. Borgwardt; Christina Andreou; Giorgos A. Giannakakis; Heinz Handels (BIOSTEC (2): HEALTHINF, 2025)

Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data. - Apostolos Karasmanoglou; Giorgos A. Giannakakis; Pelagia Vorgia; Marios Antonakakis; Michalis E. Zervakis (Biomed. Signal Process. Control., 2025)

Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning. - Giorgos A. Giannakakis; Anastasios Roussos; Christina Andreou; Stefan J. Borgwardt; Alexandra I. Korda (Comput. Methods Programs Biomed., 2025)

Reflections on Diversity: A Real-time Virtual Mirror for Inclusive 3D Face Transformations. - Paraskevi Valergaki; Antonis A. Argyros; Giorgos A. Giannakakis; Anastasios Roussos (CoRR, 2025)