Vasileios Skaramagkas

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 15

Top Topics

Wearable Sensors

Human Activities

Top Venues

Publications

Vassilis D. Tsakanikas, Adamantios Ntanis, George Rigas, Christos Androutsos, Dimitrios Boucharas, Nikolaos S. Tachos, Vasileios Skaramagkas, Chariklia Chatzaki, Zinovia Kefalopoulou, Manolis Tsiknakis, Dimitrios I. Fotiadis
Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data. Sensors 23 (8) (2023)
Anastasia Pentari, Petros K. Iosifidis, Giannis Kyprakis, Chrysoula Tzermia, Michael Froudas, Vasileios Skaramagkas, Manolis Tsiknakis
Multi-channel CNN-based emotion recognition using recurrence plot representations of speech. BIBM (2023)
Vasileios Skaramagkas, Iro Boura, Cleanthi Spanaki, Emilia Michou, Georgios Karamanis, Zinovia Kefalopoulou, Manolis Tsiknakis
Detecting Minor Symptoms of Parkinson's Disease in the Wild Using Bi-LSTM with Attention Mechanism. Sensors 23 (18) (2023)
Vasileios Skaramagkas, Anastasia Pentari, Dimitrios I. Fotiadis, Manolis Tsiknakis
Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment. EMBC (2023)
Dimitrios Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. BHI (2022)
Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos S. Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis
Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach. Sensors 22 (24) (2022)
Emmanouil Ktistakis, Vasileios Skaramagkas, Dimitris Manousos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
COLET: A dataset for COgnitive workLoad estimation based on eye-tracking. Comput. Methods Programs Biomed. 224 (2022)
Dimitrios Boucharas, Christos Androutsos, George Gkois, Vassilis D. Tsakanikas, Vasileios Pezoulas, Dimitrios Manousos, Vasileios Skaramagkas, Chariklia Chatzaki, Stathis Kontogiannis, Christos Spandonidis, Alexandros K. Pantazis, Nikolaos S. Tachos, Manolis Tsiknakis, Dimitrios I. Fotiadis
Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles. CoRR (2022)
Vassilis D. Tsakanikas, Dimitrios Dimopoulos, Nikolaos S. Tachos, Chariklia Chatzaki, Vasileios Skaramagkas, Georgios Christodoulakis, Manolis Tsiknakis, Dimitrios I. Fotiadis
Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data. EMBC (2021)
Chariklia Chatzaki, Vasileios Skaramagkas, Nikolaos S. Tachos, Georgios Christodoulakis, Evangelia Maniadi, Zinovia Kefalopoulou, Dimitrios I. Fotiadis, Manolis Tsiknakis
The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients. Sensors 21 (8) (2021)
Vasileios Skaramagkas, Emmanouil Ktistakis, Dimitris Manousos, Nikolaos S. Tachos, Eleni Kazantzaki, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
Cognitive workload level estimation based on eye tracking: A machine learning approach. BIBE (2021)
Vasileios Skaramagkas, Emmanouil Ktistakis, Dimitris Manousos, Nikolaos S. Tachos, Eleni Kazantzaki, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
A machine learning approach to predict emotional arousal and valence from gaze extracted features. BIBE (2021)
Dimitrios Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Manolis Tsiknakis, Dimitrios I. Fotiadis
Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors. BIBE (2021)
Vasileios Skaramagkas, George Andrikopoulos, Zinovia Kefalopoulou, Panagiotis Polychronopoulos
Towards Differential Diagnosis of Essential and Parkinson's Tremor via Machine Learning. MED (2020)
Vasileios Skaramagkas, George Andrikopoulos, Stamatis Manesis
An Experimental Investigation of Essential Hand Tremor Suppression via a Soft Exoskeletal Glove. ECC (2020)