Polyxeni T. Gkivogkli

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 4

Top Topics

Exploratory Analysis

Supervised Machine Learning Algorithms

Data Visualization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Emmanouil K. Papanastassiou, Chrysoula Kourtidou-Papadeli, Panagiotis D. Bamidis
SmartHypnos: Developing a Toolbox for Polysomnographic Data Visualization and Analysis. EMBC (2019)
Christos A. Frantzidis, Christiane M. Nday, Panteleimon Chriskos, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Advanced network neuroscience approaches in sleep neurobiology on extreme environments. EMBC (2019)
Panteleimon Chriskos, Dimitra S. Kaitalidou, Georgios Karakasis, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Automatic Sleep Stage Classification Applying Machine Learning Algorithms on EEG Recordings. CBMS (2017)