Sofia Balula Dias

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Leontios J. HadjileontiadisProf./Chair of BME-Khalifa University (UAE); Prof. of ECE-Aristotle University of ThessalonikiVerified email at ku.ac.ae
José Alves DinizFaculdade de Motricidade Humana - Universidade de LisboaVerified email at fmh.ulisboa.pt
Sofia J. HadjileontiadouDepartment of Primary Education, Democritus University of Thrace, GreeceVerified email at eled.duth.gr
Stelios HadjidimitriouElectrical and Computer Engineer, Ph.D., Aristotle University of ThessalonikiVerified email at ece.auth.gr
Vasileios S. CharisisElectrical & Computer Engineer, Aristotle University of ThessalonikiVerified email at ee.auth.gr
Dimitrios Iakovakis, PhD@Koios Care, @Aristotle University of Thessaloniki,Verified email at ece.auth.gr
Kosmas DimitropoulosCentre for Research and Technology Hellas/Information Technologies InstituteVerified email at iti.gr
Panagiotis BamidisProf Medical Physics, Medical Informatics, Medical Education, Aristotle University of ThessalonikiVerified email at auth.gr
K Ray ChaudhuriProfessor of Neurology, King's College Hospiatl and King's College, LondonVerified email at nhs.net
Kathryn HartUniversity of SurreyVerified email at surrey.ac.uk
Nikos GrammalidisCERTH/ITI/VCLVerified email at iti.gr
Evdokimos KonstantinidisLab of Medical Physics and Digital Innovation, Medical School, Aristotle University of ThessalonikiVerified email at auth.gr
Ioannis IoakeimidisSenior Researcher, Karolinska Institute, Stockholm, SwedenVerified email at ki.se
Ahsan KhandokerProfessor of Biomedical Engineering, Khalifa University of Science and TechnologyVerified email at ku.ac.ae
Theodore SavvidisVerified email at auth.gr
Dr. Vasiliki (Vicky) ZilidouPostdoctoral Research Associate, Lab of Medical Physics and Digital Innovation of AUTHVerified email at auth.gr
Filomena CarnideUniversidade de Lisboa, Faculdade de Motricidade Humana, CIPER, Lab Biomecânica e MorfologiaVerified email at fmh.ulisboa.pt
João BarrosoINESC TEC and Universidade de Trás-os-Montes e Alto DouroVerified email at utad.pt
Julien MercierUniversité du Québec à MontréalVerified email at uqam.ca

Sofia Balula Dias

Research Assistant, Universidade de Lisboa

Verified email at fmh.ulisboa.pt

Blended/Collaborative-learning analysis Learning Management Systems Intelligent modelling of learning processes Serious Games


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Towards an enhanced learning management system for blended learning in higher education incorporating distinct learners’ profiles SB Dias, JA Diniz Journal of Educational Technology & Society 17 (1), 307-319, 2014	237	2014
Towards an Intelligent Learning Management System Under Blended Learning: Trends, Profiles and Modelling Perspectives SB Dias, JA Diniz, LJ Hadjileontiadis Berlin/Heidelberg: Springer-Verlag 59, 235, 2014	114	2014
DeepLMS: a deep learning predictive model for supporting online learning in the Covid-19 era SB Dias, SJ Hadjileontiadou, J Diniz, LJ Hadjileontiadis Scientific reports 10 (1), 19888, 2020	108	2020
FuzzyQoI model: A fuzzy logic-based modelling of users' quality of interaction with a learning management system under blended learning SB Dias, JA Diniz Computers & Education 69, 38-59, 2013	85	2013
Fuzzy Cognitive Mapping of LMS Users’ Quality of Interaction within Higher Education Blended-Learning Environment SB Dias, SJ Hadjileontiadou, LJ Hadjileontiadis, JA Diniz Expert Systems with Applications 42 (21), 7399–7423, 2015	76	2015
Computer-based concept mapping combined with learning management system use: An explorative study under the self-and collaborative-mode SB Dias, SJ Hadjileontiadou, JA Diniz, LJ Hadjileontiadis Computers & Education 107, 127-146, 2017	62	2017
Sentiment analysis techniques and applications in education: A survey FS Dolianiti, D Iakovakis, SB Dias, S Hadjileontiadou, JA Diniz, ... International conference on technology and innovation in learning, teaching …, 2018	54	2018
Parkinson’s disease detection based on running speech data from phone calls C Laganas, D Iakovakis, S Hadjidimitriou, V Charisis, SB Dias, ... IEEE Transactions on Biomedical Engineering 69 (5), 1573-1584, 2021	48	2021
Blended learning in higher education: Different needs, different profiles SB Dias, JA Diniz Procedia Computer Science 14, 438-446, 2012	44	2012
Diagnostic accuracy of keystroke dynamics as digital biomarkers for fine motor decline in neuropsychiatric disorders: a systematic review and meta-analysis H Alfalahi, AH Khandoker, N Chowdhury, D Iakovakis, SB Dias, ... Scientific reports 12 (1), 7690, 2022	41	2022
Motor impairment estimates via touchscreen typing dynamics toward Parkinson's disease detection from data harvested in-the-wild D Iakovakis, S Hadjidimitriou, V Charisis, S Bostantjopoulou, Z Katsarou, ... Frontiers in ICT 5, 28, 2018	41	2018
The convergence of traditional and digital biomarkers through AI-assisted biosensing: A new era in translational diagnostics? SS Arya, SB Dias, HF Jelinek, LJ Hadjileontiadis, AM Pappa Biosensors and Bioelectronics 235, 115387, 2023	29	2023
Early Parkinson’s disease detection via touchscreen typing analysis using convolutional neural networks D Iakovakis, S Hadjidimitriou, V Charisis, S Bostanjopoulou, Z Katsarou, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019	29	2019
Fuzzy Logic-Based Modeling in Collaborative and Blended Learning SJ Hadjileontiadou, SB Dias, JA Diniz, LJ Hadjileontiadis IGI Global, 2015	28	2015
PROTEIN AI advisor: a knowledge-based recommendation framework using expert-validated meals for healthy diets K Stefanidis, D Tsatsou, D Konstantinidis, L Gymnopoulos, P Daras, ... Nutrients 14 (20), 4435, 2022	23	2022
A scoping review of neurodegenerative manifestations in explainable digital phenotyping H Alfalahi, SB Dias, AH Khandoker, KR Chaudhuri, LJ Hadjileontiadis npj Parkinson's Disease 9 (1), 49, 2023	22	2023
Assistive HCI-Serious Games Co-Design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinson's Disease SB Dias, JA Diniz, E Konstantinidis, T Savvidis, VIV Zilidou, PD Bamidis, ... Frontiers in Psychology 11, 4017, 2021	21	2021
E-learning exequibility in the information and knowledge society SB Dias, JA Diniz, LJ Hadjileontiadis, SB Dias, JA Diniz, ... Towards an Intelligent Learning Management System Under Blended Learning …, 2014	21	2014
Serious games as a means for holistically supporting Parkinson's Disease patients: the i-PROGNOSIS personalized game suite framework SB Dias, E Konstantinidis, JA Diniz, P Bamidis, V Charisis, ... 2017 9th international conference on virtual worlds and games for serious …, 2017	19	2017
PeRsOnalised nutriTion for hEalthy livINg: The PROTEIN project S Wilson‐Barnes, LP Gymnopoulos, K Dimitropoulos, V Solachidis, ... Nutrition bulletin 46 (1), 77-87, 2021	18	2021

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