| Review on psychological stress detection using biosignals G Giannakakis, D Grigoriadis, K Giannakaki, O Simantiraki, A Roniotis, ... IEEE transactions on affective computing 13 (1), 440-460, 2019 | 674 | 2019 |
| Stress and anxiety detection using facial cues from videos G Giannakakis, M Pediaditis, D Manousos, E Kazantzaki, F Chiarugi, ... Biomedical Signal Processing and Control 31, 89-101, 2017 | 390 | 2017 |
| Review of eye tracking metrics involved in emotional and cognitive processes V Skaramagkas, G Giannakakis, E Ktistakis, D Manousos, I Karatzanis, ... IEEE Reviews in Biomedical Engineering 16, 260-277, 2021 | 212 | 2021 |
| Depression assessment by fusing high and low level features from audio, video, and text A Pampouchidou, O Simantiraki, A Fazlollahi, M Pediaditis, D Manousos, ... Proceedings of the 6th International Workshop on Audio/Visual Emotion …, 2016 | 130 | 2016 |
| Wize Mirror-a smart, multisensory cardio-metabolic risk monitoring system Y Andreu, F Chiarugi, S Colantonio, G Giannakakis, D Giorgi, ... Computer Vision and Image Understanding 148, 3-22, 2016 | 105 | 2016 |
| Detection of stress/anxiety state from EEG features during video watching G Giannakakis, D Grigoriadis, M Tsiknakis 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 94 | 2015 |
| A stress recognition system using HRV parameters and machine learning techniques G Giannakakis, K Marias, M Tsiknakis 2019 8th International Conference on Affective Computing and Intelligent …, 2019 | 77 | 2019 |
| Methods for seizure detection and prediction: an overview G Giannakakis, V Sakkalis, M Pediaditis, M Tsiknakis Modern Electroencephalographic Assessment Techniques: Theory and …, 2015 | 74 | 2015 |
| Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status self-assessment and visualization P Henriquez, BJ Matuszewski, Y Andreu-Cabedo, L Bastiani, ... IEEE transactions on multimedia 19 (7), 1467-1481, 2017 | 48 | 2017 |
| SU-8 microneedles based dry electrodes for Electroencephalogram G Stavrinidis, K Michelakis, V Kontomitrou, G Giannakakis, ... Microelectronic Engineering 159, 114-120, 2016 | 48 | 2016 |
| Stress Detection from Speech Using Spectral Slope Measurements O Simantiraki, G Giannakakis, A Pampouchidou, M Tsiknakis Pervasive Computing Paradigms for Mental Health: Selected Papers from …, 2018 | 47 | 2018 |
| A novel multi-kernel 1D convolutional neural network for stress recognition from ECG G Giannakakis, E Trivizakis, M Tsiknakis, K Marias 8th International Conference on Affective Computing and Intelligence …, 2019 | 46 | 2019 |
| Wavelet entropy differentiations of event related potentials in dyslexia GA Giannakakis, NN Tsiaparas, MFS Xenikou, C Papageorgiou, KS Nikita 2008 8th IEEE International Conference on BioInformatics and BioEngineering, 1-6, 2008 | 42 | 2008 |
| Comparison of blind source separation algorithms for optical heart rate monitoring E Christinaki, G Giannakakis, F Chiarugi, M Pediaditis, G Iatraki, ... 2014 4th International Conference on Wireless Mobile Communication and …, 2014 | 41 | 2014 |
| Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from Identity MR Koujan, L Alharbawee, G Giannakakis, N Pugeault, A Roussos 15th IEEE International Conference on Automatic Face and Gesture Recognition …, 2020 | 39 | 2020 |
| Emotional state recognition using advanced machine learning techniques on EEG data K Giannakaki, G Giannakakis, C Farmaki, V Sakkalis 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 39 | 2017 |
| Extraction of facial features as indicators of stress and anxiety M Pediaditis, G Giannakakis, F Chiarugi, D Manousos, A Pampouchidou, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 39 | 2015 |
| Absence seizure epilepsy detection using linear and nonlinear EEG analysis methods V Sakkalis, G Giannakakis, C Farmaki, A Mousas, M Pediaditis, P Vorgia, ... 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 38 | 2013 |
| Automatic stress detection evaluating models of facial action units G Giannakakis, MR Koujan, A Roussos, K Marias 15th IEEE International Conference on Automatic Face and Gesture Recognition …, 2020 | 33 | 2020 |
| Evaluation of head pose features for stress detection and classification G Giannakakis, D Manousos, V Chaniotakis, M Tsiknakis 2018 IEEE EMBS international conference on biomedical & health informatics …, 2018 | 33 | 2018 |
Kostas MariasProfessor, Dept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
