Dimitris Kalles

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Georgios FeretzakisAdjunct Faculty & Researcher at School of Science and Technology, Hellenic Open UniversityVerified email at ac.eap.gr
Vassilios VerykiosHellenic Open University, GREECEVerified email at eap.gr
Athanasios PapangelisEpignosisVerified email at epignosishq.com
Aikaterini SakagianniMD, MSc, PhD, Anesthesiologist-intensivist, ICU Director, Sismanogleio General Hospital of AthensVerified email at sismanoglio.gr
Evgenia PaxinouAdjunct Faculty & Postdoctoral Researcher (School of Science and Technology-Hellenic Open UniversityVerified email at ac.eap.gr
Chairi KiourtATHENA Research CentreVerified email at athenarc.gr
Vasilis ZafeiropoulosHellenic Open UniversityVerified email at eap.gr
Athanasios SypsasPhD, Adjunct Faculty at School of Science and Technology, Hellenic Open UniversityVerified email at ac.eap.gr
Thanasis HadzilacosThe Cyprus InstituteVerified email at cyi.ac.cy
Vasileios KaldisEmergency Department Head Director KAT General Hospital of Attika Athens GreeceVerified email at kat-hosp.gr
Christos T. PanagiotakopoulosProfessor Emeritus - University of Patras - GreeceVerified email at upatras.gr
Argyro SgourouVerified email at eap.gr
George PavlidisAthena Research Center - Institute for Language and Speech ProcessingVerified email at athenarc.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Panagiotis KanellopoulosCSEE, University of EssexVerified email at essex.ac.uk
andreas skolarikosProfessor of Urology National and Kapodistrian University of AthensVerified email at med.uoa.gr
Anestis KoutsoudisResearch Director - Athena Research and Innovation Center - Institute for Language and SpeechVerified email at athenarc.gr
D T MorrisComputer Science and University of ManchesterVerified email at manchester.ac.uk
Theodoros ZafeiriouHellenic Open UniversityVerified email at ac.eap.gr
Dr. Athanasios AnastasiouSenior ResearcherVerified email at biomed.ntua.gr

Dimitris Kalles

Professor of Artificial Intelligence, Hellenic Open University

Verified email at eap.gr - Homepage

Artificial Intelligence Machine Learning Education


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Breeding decision trees using evolutionary techniques A Papagelis, D Kalles ICML 1, 393-400, 2001	158	2001
Efficient incremental induction of decision trees D Kalles, T Morris Machine Learning 24, 231-242, 1996	106	1996
UtilNets: a water mains rehabilitation decision-support system T Hadzilacos, D Kalles, N Preston, P Melbourne, L Camarinopoulos, ... Computers, environment and urban systems 24 (3), 215-232, 2000	84	2000
Using machine learning techniques to aid empirical antibiotic therapy decisions in the intensive care unit of a general hospital in Greece G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Martsoukou, M Lada, ... Antibiotics 9 (2), 50, 2020	82	2020
Virtual laboratories in biology, biotechnology and chemistry education: a literature review A Sypsas, D Kalles Proceedings of the 22nd Pan-Hellenic Conference on Informatics, 70-75, 2018	79	2018
GA Tree: genetically evolved decision trees A Papagelis, D Kalles Proceedings 12th IEEE Internationals Conference on Tools with Artificial …, 2000	75	2000
Analyzing student performance in distance learning with genetic algorithms and decision trees D Kalles, C Pierrakeas Applied Artificial Intelligence 20 (8), 655-674, 2006	73	2006
A learning analytics methodology for student profiling E Lotsari, VS Verykios, C Panagiotakopoulos, D Kalles Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014	54	2014
Setting up an easy-to-use machine learning pipeline for medical decision support: a case study for COVID-19 diagnosis based on deep learning with CT scans A Sakagianni, G Feretzakis, D Kalles, C Koufopoulou, V Kaldis The Importance of Health Informatics in Public Health during a Pandemic, 13-16, 2020	52	2020
Machine learning for antibiotic resistance prediction: A prototype using off-the-shelf techniques and entry-level data to guide empiric antimicrobial therapy G Feretzakis, A Sakagianni, E Loupelis, D Kalles, N Skarmoutsou, ... Healthcare informatics research 27 (3), 214-221, 2021	50	2021
On verifying game designs and playing strategies using reinforcement learning D Kalles, P Kanellopoulos Proceedings of the 2001 ACM symposium on Applied computing, 6-11, 2001	48	2001
Implementation and evaluation of a three‐dimensional virtual reality biology lab versus conventional didactic practices in lab experimenting with the photonic microscope E Paxinou, CT Panagiotakopoulos, A Karatrantou, D Kalles, A Sgourou Biochemistry and Molecular Biology Education 48 (1), 21-27, 2020	43	2020
Using machine learning to predict antimicrobial resistance―a literature review A Sakagianni, C Koufopoulou, G Feretzakis, D Kalles, VS Verykios, ... Antibiotics 12 (3), 452, 2023	42	2023
Achieving educational goals in microscopy education by adopting virtual reality labs on top of face-to-face tutorials E Paxinou, M Georgiou, V Kakkos, D Kalles, L Galani Research in Science & Technological Education 40 (3), 320-339, 2022	38	2022
Assessing the impact of virtualizing physical labs E Paxinou, V Zafeiropoulos, A Sypsas, C Kiourt, D Kalles EDEN Conference Proceedings, 151-158, 2018	32	2018
Decision trees and NLP: A case study in POS tagging G Orphanos, D Kalles, A Papagelis, D Christodoulakis Proceedings of annual conference on artificial intelligence (ACAI), 1999	32	1999
Lossless fitness inheritance in genetic algorithms for decision trees D Kalles, A Papagelis Soft Computing 14, 973-993, 2010	27	2010
A minimax tutor for learning to play a board game D Kalles, P Kanellopoulos 18th European Conference on Artificial Intelligence, workshop on Artificial …, 2008	26	2008
Using machine learning to predict antimicrobial resistance of Acinetobacter baumannii, Klebsiella pneumoniae and Pseudomonas aeruginosa strains G Feretzakis, A Sakagianni, E Loupelis, D Kalles, M Martsoukou, ... Public Health and Informatics, 43-47, 2021	25	2021
Adventure-style game-based learning for a biology lab V Zafeiropoulos, D Kalles, A Sgourou 2014 IEEE 14th International Conference on Advanced Learning Technologies …, 2014	25	2014

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