Dimitris Kalles
Dimitris Kalles
Professor of Artificial Intelligence, Hellenic Open University
Verified email at - Homepage
Cited by
Cited by
Breeding decision trees using evolutionary techniques
A Papagelis, D Kalles
ICML 1, 393-400, 2001
Efficient incremental induction of decision trees
D Kalles, T Morris
Machine Learning 24, 231-242, 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
GA Tree: genetically evolved decision trees
A Papagelis, D Kalles
Proceedings 12th IEEE Internationals Conference on Tools with Artificial …, 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
Analyzing student performance in distance learning with genetic algorithms and decision trees
D Kalles, C Pierrakeas
Applied Artificial Intelligence 20 (8), 655-674, 2006
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
A learning analytics methodology for student profiling
E Lotsari, VS Verykios, C Panagiotakopoulos, D Kalles
Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 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
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
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, 2021
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
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
Decision trees and NLP: A case study in POS tagging
O Giorgos, K Dimitris, P Thanasis, C Dimitris
Proceedings of annual conference on artificial intelligence (ACAI), 1999
Assessing the impact of virtualizing physical labs
E Paxinou, V Zafeiropoulos, A Sypsas, C Kiourt, D Kalles
EDEN Conference Proceedings, 151-158, 2018
Lossless fitness inheritance in genetic algorithms for decision trees
D Kalles, A Papagelis
Soft Computing 14, 973-993, 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
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
Interactive verification of game design and playing strategies
D Kalles, E Ntoutsi
14th IEEE International Conference on Tools with Artificial Intelligence …, 2002
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
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