Finding the right decision tree's induction strategy for a hard real world problem M Zorman, V Podgorelec, P Kokol, M Peterson, M Šprogar, M Ojsteršek International journal of medical informatics 63 (1-2), 109-121, 2001 | 37 | 2001 |
Evolution in medical decision making M Šprogar, M Lenič, S Alayon Journal of Medical Systems 26, 479-489, 2002 | 28 | 2002 |
The art of building decision trees Š Hleb Babič, P Kokol, V Podgorelec, M Zorman, M Šprogar, ... Journal of medical systems 24, 43-52, 2000 | 25 | 2000 |
Vector decision trees M Šprogar, P Kokol, ŠH Babič, V Podgorelec, M Zorman Intelligent data analysis 4 (3-4), 305-321, 2000 | 24 | 2000 |
Advanced tool for building decision trees MtDecit 2.0 M Zorman, ŠH Babič, M Šprogar | 21 | 1999 |
Evolutionary design of decision trees V Podgorelec, M Šprogar, S Pohorec Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (2 …, 2013 | 17 | 2013 |
Autonomous evolutionary algorithm in medical data analysis M Šprogar, M Šprogar, M Colnarič Computer methods and programs in biomedicine 80, S29-S38, 2005 | 11 | 2005 |
Prudent alignment and crossover of decision trees in genetic programming M Šprogar Genetic Programming and Evolvable Machines 16, 499-530, 2015 | 7 | 2015 |
An analysis of software correctness prediction methods P Kokol, V Podgorelec, M Zorman, M Progar, M Pighin Proceedings Second Asia-Pacific Conference on Quality Software, 33-39, 2001 | 7 | 2001 |
Supporting medical decisions with vector decision trees M Šprogar, P Kokol, M Zorman, V Podgorelec, R Yamamoto, G Masuda, ... MEDINFO 2001, 552-556, 2001 | 6 | 2001 |
Evaluating breastfeeding advantages using decision trees SH Babic, M Sprogar, M Zorman, P Kokol, DM Turk Proceedings 12th IEEE Symposium on Computer-Based Medical Systems (Cat. No …, 1999 | 6 | 1999 |
A ladder to human-comparable intelligence: an empirical metric M Šprogar Journal of Experimental & Theoretical Artificial Intelligence 30 (6), 1037-1050, 2018 | 5 | 2018 |
Evolving groups of basic decision trees M Sprogar, P Kokol, M Zorman, V Podgorelec, L Lhotska, J Klema Proceedings 14th IEEE Symposium on Computer-Based Medical Systems. CBMS 2001 …, 2001 | 4 | 2001 |
A study of GP's division operators for symbolic regression M Šprogar 2008 Seventh International Conference on Machine Learning and Applications …, 2008 | 3 | 2008 |
Excluding fitness helps improve robustness of evolutionary algorithms M Šprogar International Conference on Knowledge-Based and Intelligent Information and …, 2005 | 3 | 2005 |
Incremental approach to structurally difficult problems in genetic programming M Sprogar, V Podgorelec Elektronika ir Elektrotechnika 20 (5), 154-157, 2014 | 2 | 2014 |
Implementation of non-intrusive fault detection in embedded control systems D Verber, M Sprogar, M Colnaric INFORMACIJE MIDEM-LJUBLJANA- 37 (1), 23, 2007 | 2 | 2007 |
On data windows for fault detection with neural networks M Šprogar, M Colnarič, D Verber IFAC-PapersOnLine 54 (4), 38-43, 2021 | 1 | 2021 |
Autonomous Evolutionary Algorithm M Šprogar Products and Services from R & D to Final Solutions. Sciyo, 2010 | 1 | 2010 |
Agent-oriented framework for decision tree evolution M Sprogar, M Colnaric IEEE/WIC International Conference on Intelligent Agent Technology, 2003. IAT …, 2003 | 1 | 2003 |