ICS Publications - CBML

Conferences (16)

    Papers in Proceedings (full-paper reviewed)

  1. Giannakakis, G., Manousos, D., & Tsiknakis, M.N. (2018). Evaluation of head pose features for stress detection and classification. IEEE Conference on Biomedical and Health Informatics (BHI)., Las Vegas, Nevada, USA, 4-7 March 2018. IEEE.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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..
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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 (1)

                                  Chapters (in book)

                                1. 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 (4)

                                        Journal Articles

                                      1. 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.
                                      2. 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.
                                      3. 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.
                                      4. 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: 22 publications
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