FORTH - INSTITUTE OF COMPUTER SCIENCE
FORTH - INSTITUTE OF COMPUTER SCIENCE
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Publications

ICS Publications

Conferences (32)

Papers in Proceedings (full-paper reviewed)

  1. Papadakis Z., G., Shekhar, K., Irizarry‐Caro, J., Giannakakis, G., Karantanas, A., Gahl, W. A., Estrada‐Veras, J., & Hannah‐Shmouni, F. (2021). Increased metabolic activity of the adrenal glands assessed by 18f‐fdg pet/ct in patients with erdheim‐chester disease associated with the braf v600e disease causing variant. In Journal of Nuclear Medicine 62 (supplement 1).
  2. Simou, N., Stefanakis, N., & Giannakakis, G. (2021). Investigation and ordinal modelling of vocal features for stress detection in speech. 
  3. Stefanakis, N., Giannakakis, G., & George,  (2021). Investigation and ordinal modelling of vocal features for stress detection in speech. 
  4. Papadakis Z., G., Giannakakis, G., Karantanas, A., Marias, K., Collins T., M., Boyce M., & A. (2020). 18FNaF uptake by fibrous dysplasia lesions in the skull is significantly higher in patients with optic neuropathy. In 33rd Annual Congress of the European Association of Nuclear Medicine.
  5. Giannakaki, K., Giannakakis, G., Vorgia, P., & Zervakis, M.  (2020). Absence seizure detection classifying matching pursuit features of EEG signals. 10/2020. EAI Endorsed Transactions on Bioengineering and Bioinformatics.
  6. Vorgia, P., Giannakaki, K., Tsekos, N., Giannakakis, G., & Zervakis, M.  (2020). Automatic focal epileptic seizures detection using common spatial patterns (CSP) methodology. In 14th European Congress on Epileptology (ECE), Geneva, Switzerland, 05-09/07/2020.
  7. Giannakakis, G., Koujan, M.R, Roussos, A., & Marias, K. (2020). Automatic Stress Detection Evaluating Models of Facial Action Units. IEEE International Conference on Automatic Face and Gesture Recognition (FG), 1st Workshop on Faces and Gestures in E-health and Welfare (FaGEW).
  8. Koujan, M.R, Alharbawee, L., Giannakakis, G., Pugeault, N., & Roussos, A. (2020). Real-time Facial Expression Recognition ``In The Wild'' by Disentangling 3D Expression from Identity. IEEE International Conference on Automatic Face and Gesture Recognition (FG).
  9. Koujan, M.R, Alharbawee, L., Giannakakis, G., Pugeault, N., & Roussos, A. (2020). Real‐time facial expression recognition “In The Wild” by disentangling 3D expression from identity. In 13th IEEE Conference on Automatic Face and Gesture Recognition (FG2020), 18-22/05/2020.
  10. Giannakakis, G., Trivizakis, E., Tsiknakis, M.N., & Marias, K. (2019). A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. In 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW),, 09/2019 (pp. 1-4).
  11. Giannakakis, G., Marias, K., & Tsiknakis, M.N. (2019). A stress recognition system using HRV parameters and machine learning techniques. In 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019), Cambridge, UK, 03-06/09/2019.
  12. Giannakaki, K., Giannakakis, G., Vorgia, P., Klados, M., & Zervakis, M.  (2019). Automatic absence seizure detection evaluating matching pursuit features of EEG signals. In 19th IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 28-30/10/2019.
  13. Giannakakis, G., Stefanakis, N., Ilias, A., & Simos, P.G. (2019). Evaluation of social and cognitive load stress detection using speech‐derived features.. In 8th International Conference on Computational Bioengineering (ICCB2019), 04-06/09/2019.
  14. Giannakakis, G., Tsekos, N., Giannakaki, K., Michalopoulos, K., Vorgia, P., & Zervakis, M.  (2019). Seizure detection using common spatial patterns and classification techniques. In 19th IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 28-30/10/2019.
  15. Melhart, D., Sfikas, K., Giannakakis, G., Yannakakis, G., & Liapis, A. (2018). A study on affect model validity: Nominal vs ordinal labels. In 2018 IJCAI workshop on AI and Affective Computing, Stockholm, 16-19/07/2018.
  16. Giannakakis, G., Manousos, D., Tsiknakis, M.N., & Chaniotakis, V (2018). Evaluation of head pose features for stress detection and classification. IEEE Conference on Biomedical and Health Informatics (BHI)., Las Vegas, Nevada, USA, 04-07/2018. IEEE.
  17. Vorgia, P., Giannakakis, G., Voutoufianakis, S., Champsas, D., Dimitriou, E., & Tsiknakis, M.N. (2018). Focal epileptic seizures anticipation based on heart rate variability features. 13th European Congress on Epileptology (ECE), Vienna, 236-30/08/2018 (pp. 269). In Epilepsia,59 (Suppl.3).
  18. Giannakakis, G., Manousos, D., Simos, P.G., & Tsiknakis, M.N. (2018). Head movements in context of speech during stress induction. 13th IEEE Conference on Automatic Face and Gesture Recognition., Xi’an, China, 15-19 May 2018. IEEE.
  19. Giannakaki, K., Giannakakis, G., Farmaki, C., & Sakkalis, V. (2017). Emotional state recognition using advanced machine learning techniques on EEG data. 30th IEEE International Symposium on Computer-Based Medical Systems, Thessaloniki, Greece, 22-24 June 2017.
  20. Simantiraki, O., Giannakakis, G., Pampouchidou, A., & Tsiknakis, M.N. (2016). Stress Detection from Speech Using Spectral Slope Measurements. 6th EAI International Symposium on Pervasive Computing Paradigms for Mental Health , Barcelona, Spain, November 28, 2016. EAI.
  21. Giannakakis, G., Pediaditis, M., Stavrinidis, G., Konstantinidis, G., Kritsotakis, V., Tsakanikas, V., Ligerakis, M., Sakkalis, V., Vorgia, P., & Tsiknakis, M.N. (2016). Α computational platform for continuous seizure anticipitation monitoring and clinical evaluation. 13th International Conference on Wearable, Micro and Nano Technologies for Personalized Health.
  22. Giannakakis, G., Grigoriadis, D., & Tsiknakis, M.N. (2015). Detection of stress/anxiety state from EEG features during video watching. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology, Milano, Italy, 25-29 August 2015.
  23. Pediaditis, M., Giannakakis, G., Chiarugi, F., Manousos, D., Pampouchidou, A., Christinaki, E., Iatraki, G., Kazantzaki, E., Simos, P.G., Marias, K., & Tsiknakis, M.N. (2015). Extraction of facial features as indicators of stress and anxiety. 37th Annual International Conference of the IEEE EMBS, Milan, Italy, August 2015..
  24. Giannakakis, G., Vorgia, P., Voutoufianakis, S., Pediaditis, M., Champsas, D., & Tsiknakis, M.N. (2015). Low frequency preictal EEG waves preceding epileptic seizures originating from right frontal lobe. 31st International Epilepsy Congress (IEC), Istanbul, 5-9 September 2015.
  25. Andreu, Y., Castellano, P., Colantonio, S., Coppini, G., Favilla, R., Germanese, D., Giannakakis, G., Giorgi, D., Larsson, M., & Marraccini, P. (2015). Mirror mirror on the wall... an inteligent multisensory mirror for welbeing self-assesment. In Proceedings of the IEEE International Conference on Multimedia and Expo, Torino, Italy, 29 June-3 July 2015.
  26. Christinaki, E., Giannakakis, G., Chiarugi, F., Pediaditis, M., Iatraki, G., Manousos, D., Marias, K., & Tsiknakis, M.N. (2014). Comparison of blind source separation algorithms for optical heart rate monitoring . 4th International Conference on Wireless Mobile Communication and Healthcare, Athens, Greece, November 3-5, 2014.
  27. Chiarugi, F., Iatraki, G., Christinaki, E., Manousos, D., Giannakakis, G., Pediaditis, M., Pampouchidou, A., Marias, K., & Tsiknakis, M.N. (2014). Facial signs and psycho-physical status estimation for well-being assessment. 7th IEEE International Conference on Health Informatics.
  28. Antonakakis, M., Giannakakis, G., Tsiknakis, M.N., Micheloyannis, S., & Zervakis, M.E. (2013). Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties13th IEEE International Conference on Bioinformatics and Bioengineering, Chania, Greece, 10-13 November 2013.
  29. Sakkalis, V., Giannakakis, G., Farmaki, C., Mousas, A., Pediaditis, M., Vorgia, P., & Tsiknakis, M.N. (2013). Absence seizure epilepsy detection using linear and nonlinear EEG analysis methods. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology.
  30. Giannakakis, G., Sakkalis, V., Pediaditis, M., Farmaki, C., Vorgia, P., & Tsiknakis, M.N. (2013). An approach to absence epileptic seizures detection using approximate entropy. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology.
  31. Vorgia, P., Giannakakis, G., Sakkalis, V., Pediaditis, M., Farmaki, C., Voutoufianakis, S., & Tsiknakis, M.N. (2013). Ανίχνευση αφαιρέσεων με χρήση προσεγγιστικής εντροπίας. του 8ου Πανελλήνιου Συνεδρίου Επιληψίας.

Poster presentations (abstract reviewed)

  1. Vorgia, P., Voutoufianakis, S., Champsas, D., Kritsotakis, M., Pediaditis, M., Giannakakis, G., Dimitriou, E., Mantzourani, E., & Tsiknakis, M.N. (2014). Presentation study for the development of non invasive epileptic seizure prediction device and electronic health medical record of epileptic patients. In Proceedings of the 9th Panhellenic Congress of Epilepsy, Athens, Greece, 17-19 October 2014.

Workshops (1)

Papers in Proceedings (full-paper reviewed)

  1. Pampouchidou, A., Simantiraki, O., Fazlollahi, A., Pediaditis, M., Manousos, D., Roniotis, A., Giannakakis, G., Meriaudeau, F., Simos, P.G., Marias, K., Yang, Q., & Tsiknakis, M.N. (2016). Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text . The 6th Audio/Visual Emotion Challenge and Workshop, ACM-Multimedia , Amsterdam, The Netherlands, October 16th, 2016 (pp. 27-34). ACM Press (http://doi.acm.org/10.1145/2988257.2988266).

Books (2)

Chapters (in book)

  1. doi: 10.3233/978-1-61499-653-8-108
    Giannakakis, G., Pediaditis, M., Stavrinidis, G., Konstantinidis, G., Kritsotakis, V., Tsakanikas, V., Ligerakis, M., Sakkalis, V., Vorgia, P., & Tsiknakis, M.N. (2016). A computational platform for continuous seizure anticipitation, monitoring and clinical evaluation.  Vol. 224 (pp. 108 - 113), IOS press, (ISBN 0926-963/1879-8365/https://doi.org/10.3233/978-1-61499-653-8-108 ), doi: 10.3233/978-1-61499-653-8-108.
  2. Giannakakis, G., Sakkalis, V., Pediaditis, M., & Tsiknakis, M.N. (2015). Methods for Seizure Detection and Prediction: An Overview. NeuromethodsVol. 91 (pp. 131 - 157), Springer New York.

Periodicals (10)

Journal Articles

  1. Giannakakis, G., Koujan, M.R, Roussos, A., & Marias, K. (2022). Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Analysis and Applications25, 521-535.
  2. Giannakakis, G., Koujan, M.R, Roussos, A., & Marias, K. (2022). Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Analysis and Applications, Springer London25, 487-488, https://doi.org/10.1007/s10044-022-01060-9.
  3. Koumarela, C., Kokkinaki, T., Giannakakis, G., & Koutra , K. (2021). Autonomic nervous system maturation and emotional coordination in interactions of preterm and full‐term infants with their parents: Protocol for a multimethod study. , 10(4),  e28089.
  4. Kobas, B., Koth, S.C., Nkurikiyeyezu, K., Giannakakis, G., & Auer, T. (2021). Effect of exposure time on thermal behaviour: A psychophysiological approach. , 2(4), 863-885.
  5. Korda, A., Giannakakis, G., Ventouras, E., Asvestas, P., Smyrnis, N., Marias, K., & Matsopoulos, G. (2021). Recognition of blinks activity patterns during stress conditions using CNN and Markovian analysis. , 2(1), 55-71, Signals https://doi.org/10.3390/signals2010006.
  6. Skaramagkas, V., Giannakakis, G., Ktistakis , E, Manousos, D., Karatzanis, I., Tachos, N., Tripoliti, E.E., Marias, K., Fotiadis, D.I., & Tsiknakis, M.N. (2021). Review of eye tracking metrics involved in emotional and cognitive processes. ,  DOI: 10.1109/rbme.2021.3066072 .
  7. Henriquez, P., Matuszewski, B., Andreu, Y., Bastiani, L., Colantonio, S., Coppini, G., Acunto, M., Favilla, R., Germanese, D., Giorgi, D., Marraccini, P., Martinelli, M., Morales, M.A., Pascali, M.A., Righi, M., Salvetti, O., Larsson, M., Stromberg, T., Randeberg, L., Bjorgan, A., Giannakakis, G., Pediaditis, M., Chiarugi, F., Christinaki, E., Marias, K., & Tsiknakis, M.N. (2017). Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status self-assessment and visualization. IEEE Transaction on Multimedia19(7), 1467-1481, doi: https://doi.org/10.1109/tmm.2017.2666545.
  8. Giannakakis, G., Pediaditis, M., Manousos, D., Kazantzaki, E., Chiarugi, F., Simos, P.G., Marias, K., & Tsiknakis, M.N. (2016). Stress and anxiety detection using facial cues from videos. Biomedical Signal Processing and Control31, 89-101, ELSEVIER doi: http://dx.doi.org/10.1016/j.bspc.2016.06.020.
  9. Stavrinidis, G., Michelakis, K., Kontomitrou, V., Giannakakis, G., Sevrisarianos, M., Sevrisarianos, G., Chaniotakis, N., Alifragis, Y., & Konstantinidis, G. (2016). Su-8 microneedles based dry electrodes for electroencephalogram. Microelectronic Engineering159, 114-120.
  10. Andreu, Y., Chiarugi, F., Colantonio, S., Giannakakis, G., Giorgi, D., Henriquez, P., Kazantzaki, E., Manousos, D., Marias, K., Matuszewski, B., Pascali, M.A., Pediaditis, M., Raccichini, G., & Tsiknakis, M.N. (2016). Wize mirror - a smart, multisensory cardio-metabolic risk monitoring system. Computer Vision and Image Understanding148, 3-22.
Found: 45 publications