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Dimitris Kalles
Dimitris Kalles
Professor of Artificial Intelligence, Hellenic Open University
Potvrđena adresa e-pošte na eap.gr - Početna stranica
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Citirano
Citirano
Godina
Breeding decision trees using evolutionary techniques
A Papagelis, D Kalles
ICML 1, 393-400, 2001
1522001
Efficient incremental induction of decision trees
D Kalles, T Morris
Machine Learning 24, 231-242, 1996
1041996
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
792000
Analyzing student performance in distance learning with genetic algorithms and decision trees
D Kalles, C Pierrakeas
Applied Artificial Intelligence 20 (8), 655-674, 2006
712006
GA Tree: genetically evolved decision trees
A Papagelis, D Kalles
Proceedings 12th IEEE Internationals Conference on Tools with Artificial …, 2000
692000
A learning analytics methodology for student profiling
E Lotsari, VS Verykios, C Panagiotakopoulos, D Kalles
Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014
472014
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
462001
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
412018
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
382020
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
J Mantas
Public Health Dur. Pandemic 272, 13, 2020
352020
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
311999
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
302020
Lossless fitness inheritance in genetic algorithms for decision trees
D Kalles, A Papagelis
Soft Computing 14, 973-993, 2010
262010
A minimax tutor for learning to play a board game
D Kalles, P Kanellopoulos
Proceedings of the AI in Games Workshop, 18th European Conference on …, 2008
242008
Stable decision trees: Using local anarchy for efficient incremental learning
D Kalles, A PAPAGELIS
International Journal on Artificial Intelligence Tools 9 (01), 79-95, 2000
232000
Player co-modelling in a strategy board game: discovering how to play fast
D Kalles
Cybernetics and Systems 39 (1), 1-17, 2007
222007
Interactive verification of game design and playing strategies
D Kalles, E Ntoutsi
14th IEEE International Conference on Tools with Artificial Intelligence …, 2002
222002
Short-term trend prediction of foreign exchange rates with a Neural-Network based ensemble of financial technical indicators
T Zafeiriou, D Kalles
International Journal on Artificial Intelligence Tools 22 (03), 1350016, 2013
202013
Assessing the impact of virtualizing physical labs
E Paxinou, V Zafeiropoulos, A Sypsas, C Kiourt, D Kalles
EDEN Conference Proceedings, 151-158, 2018
192018
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
192014
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