Ivan Bratko

	2012
116		Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan: ILP turns 20 - Biography and future challenges. Machine Learning 86(1): 3-23 (2012)
115		Mitja Lustrek, Ivan Bratko, Matjaz Gams: Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. 422: 59-77 (2012)
	2011
114		Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko: Elicitation of Neurological Knowledge with ABML. AIME 2011: 14-23
113		Ivan Bratko: Autonomous Discovery of Abstract Concepts by a Robot. ICANNGA (1) 2011: 1-11
112		Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar: Learning qualitative models from numerical data. Artif. Intell. 175(9-10): 1604-1619 (2011)
111		Aljaz Kosmerlj, Ivan Bratko, Jure Zabkar: Embodied Concept Discovery through Qualitative Action Models. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 19(3): 453-475 (2011)
	2010
110		Ivan Bratko: Discovery of Abstract Concepts by a Robot. ALT 2010: 32
109		Ivan Bratko: Discovery of Abstract Concepts by a Robot. Discovery Science 2010: 372-379
108		Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko: Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. EDM 2010: 309-310
107		Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko: Learning to Explain with ABML. ExaCt 2010: 37-48
106		Andrej Oblak, Ivan Bratko: Learning from Noisy Data Using a Non-covering ILP Algorithm. ILP 2010: 190-197
105		Ivan Bratko: Comparison of Machine Learning for Autonomous Robot Discovery. Advances in Machine Learning I 2010: 441-456
104		Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Bratko, Matjaz Gams: When is it better not to look ahead? Artif. Intell. 174(16-17): 1323-1338 (2010)
	2009
103		Matej Guid, Martin Mozina, Aleksander Sadikov, Ivan Bratko: Deriving Concepts and Strategies from Chess Tablebases. ACG 2009: 195-207
102		Martin Mozina, Claudio Giuliano, Ivan Bratko: Argument Based Machine Learning from Examples and Text. ACIIDS 2009: 18-23
	2008
101		Matej Guid, Martin Mozina, Jana Krivec, Aleksander Sadikov, Ivan Bratko: Learning Positional Features for Annotating Chess Games: A Case Study. Computers and Games 2008: 192-204
100		Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko: Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. ECAI 2008: 234-238
99		Aleksander Sadikov, Ivan Bratko: LRTA. ECAI 2008: 897-898
98		Gregor Leban, Jure Zabkar, Ivan Bratko: An Experiment in Robot Discovery with ILP. ILP 2008: 77-90
97		Ivan Bratko: An Assessment of Machine Learning Methods for Robotic Discovery. CIT 16(4): 247-254 (2008)
96		Matej Guid, Aritz Perez, Ivan Bratko: How Trustworthy is Crafty's Analysis of Chess Champions? ICGA Journal 31(3): 131-144 (2008)
	2007
95		Ivan Stajduhar, Ivan Bratko: Likelihood based classification in bayesian networks. Artificial Intelligence and Applications 2007: 367-372
94		Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky: Discovery of Genetic Networks Through Abduction and Qualitative Simulation. Computational Discovery of Scientific Knowledge 2007: 228-247
93		Martin Mozina, Jure Zabkar, Ivan Bratko: Argument based machine learning. Artif. Intell. 171(10-15): 922-937 (2007)
92		Alira Srdoc, Ivan Bratko, Alojzij Sluga: Machine learning applied to quality management - A study in ship repair domain. Computers in Industry 58(5): 464-473 (2007)
91		Matej Guid, Ivan Bratko: Factors Affecting Diminishing Returns for Searching Deeper. ICGA Journal 30(2): 75-84 (2007)
	2006
90		Andraz Bezek, Matjaz Gams, Ivan Bratko: Multi-agent strategic modeling in a robotic soccer domain. AAMAS 2006: 457-464
89		Jure Zabkar, Martin Mozina, Jerneja Videcnik, Ivan Bratko: Argument Based Machine Learning in a Medical Domain. COMMA 2006: 59-70
88		Matej Guid, Ivan Bratko: Computer Analysis of Chess Champions. Computers and Games 2006: 1-12
87		Aleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko: Automated Chess Tutor. Computers and Games 2006: 13-25
86		Aleksander Sadikov, Ivan Bratko: Search Versus Knowledge Revisited Again. Computers and Games 2006: 172-180
85		Aleksander Sadikov, Ivan Bratko: Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search. ECAI 2006: 148-152
84		Martin Mozina, Jure Zabkar, Ivan Bratko: Argument Based Rule Learning. ECAI 2006: 504-508
83		Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko: Why Is Rule Learning Optimistic and How to Correct It. ECML 2006: 330-340
82		Ivan Bratko, Martin Mozina, Jure Zabkar: Argument-Based Machine Learning. ISMIS 2006: 11-17
81		Daniel Vladusic, Dorian Suc, Ivan Bratko, W. Rulka: Q2 Learning and Its Application to Car Modelling. Applied Artificial Intelligence 20(8): 675-701 (2006)
80		Mitja Lustrek, Matjaz Gams, Ivan Bratko: Is real-valued minimax pathological? Artif. Intell. 170(6-7): 620-642 (2006)
79		Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko: VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006)
78		Matej Guid, Ivan Bratko: Computer Analysis of World Chess Champions. ICGA Journal 29(2): 65-73 (2006)
77		Aleksander Sadikov, Ivan Bratko: Learning long-term chess strategies from databases. Machine Learning 63(3): 329-340 (2006)
	2005
76		Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko: Application of Argument Based Machine Learning to Law. ICAIL 2005: 248-249
75		Mitja Lustrek, Matjaz Gams, Ivan Bratko: Why Minimax Works: An Alternative Explanation. IJCAI 2005: 212-217
74		Dorian Suc, Ivan Bratko: Combining Learning Constraints and Numerical Regression. IJCAI 2005: 596-602
73		Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
72		Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan: Simple and effective visual models for gene expression cancer diagnostics. KDD 2005: 167-176
71		Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko: Argument Based Machine Learning Applied to Law. Artif. Intell. Law 13(1): 53-73 (2005)
70		Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan: Microarray data mining with visual programming. Bioinformatics 21(3): 396-398 (2005)
69		Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan: VizRank: finding informative data projections in functional genomics by machine learning. Bioinformatics 21(3): 413-414 (2005)
68		Aleksander Sadikov, Ivan Bratko, Igor Kononenko: Bias and pathology in minimax search. Theor. Comput. Sci. 349(2): 268-281 (2005)
	2004
67		Dorian Suc, Ivan Bratko, Claude Sammut: Learning to Fly Simple and Robust. ECML 2004: 407-418
66		Aleks Jakulin, Ivan Bratko: Testing the significance of attribute interactions. ICML 2004
65		Ivan Bratko, Dorian Suc: Learning Qualitative Models. AI Magazine 24(4): 107-119 (2004)
64		Dorian Suc, Daniel Vladusic, Ivan Bratko: Qualitatively faithful quantitative prediction. Artif. Intell. 158(2): 189-214 (2004)
	2003
63		Aleksander Sadikov, Ivan Bratko, Igor Kononenko: Search versus Knowledge: An Empirical Study of Minimax on KRK. ACG 2003: 33-44
62		Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
61		Dorian Suc, Ivan Bratko: Improving Numerical Prediction with Qualitative Constraints. ECML 2003: 385-396
60		Dorian Suc, Daniel Vladusic, Ivan Bratko: Qualitatively Faithful Quantitative Prediction. IJCAI 2003: 1052-1060
59		Aleks Jakulin, Ivan Bratko: Analyzing Attribute Dependencies. PKDD 2003: 229-240
58		Blaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. Halter, Adam Kuspa, Gad Shaulsky: GenePath: a system for inference of genetic networks and proposal of genetic experiments. Artificial Intelligence in Medicine 29(1-2): 107-130 (2003)
57		Blaz Zupan, Janez Demsar, Ivan Bratko, Peter Juvan, John A. Halter, Adam Kuspa, Gad Shaulsky: GenePath: a system for automated construction of genetic networks from mutant data. Bioinformatics 19(3): 383-389 (2003)
56		Aleks Jakulin, Ivan Bratko: Quantifying and Visualizing Attribute Interactions CoRR cs.AI/0308002: (2003)
55		Mitja Lustrek, Matjaz Gams, Ivan Bratko: A Program for Playing Tarok. ICGA Journal 26(3): 190-197 (2003)
54		Martin Znidarsic, Marko Bohanec, Ivan Bratko: Categorization of Numerical Values for DEX Hierarchical Models. Informatica (Slovenia) 27(4): 405-409 (2003)
	2002
53		Dorian Suc, Ivan Bratko: Qualitative reverse engineering. ICML 2002: 610-617
52		Ivan Bratko, Dorian Suc: Using Machine Learning to Understand Operator's Skill. IEA/AIE 2002: 812-823
	2001
51		Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
50		Dorian Suc, Ivan Bratko: Induction of Qualitative Trees. ECML 2001: 442-453
49		Peter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky: Web-Enabled Knowledge-Based Analysis of Genetic Data. ISMDA 2001: 113-119
48		Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
	2000
47		Dorian Suc, Ivan Bratko: Problem Decomposition for Behavioural Cloning. ECML 2000: 382-391
46		Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
45		Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko: Machine learning for survival analysis: a case study on recurrence of prostate cancer. Artificial Intelligence in Medicine 20(1): 59-75 (2000)
44		Dorian Suc, Ivan Bratko: Qualitative Trees Applied to Bicycle Riding. Electron. Trans. Artif. Intell. 4(B): 125-140 (2000)
43		Dorian Suc, Ivan Bratko: Skill modeling through symbolic reconstruction of operator's trajectories. IEEE Transactions on Systems, Man, and Cybernetics, Part A 30(6): 617-624 (2000)
	1999
42		Ivan Bratko, Saso Dzeroski: Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 Morgan Kaufmann 1999
41		Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko: Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. AIMDM 1999: 346-355
40		Ivan Bratko: Refining Complete Hypotheses in ILP. ILP 1999: 44-55
39		Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999)
38		Dorian Suc, Ivan Bratko: Symbolic and qualitative reconstruction of control skill. Electron. Trans. Artif. Intell. 3(B): 1-22 (1999)
	1998
37		Bojan Dolsak, Ivan Bratko, Anton Jezernik: Knowledge base for finite-element mesh design learned by inductive logic programming. AI EDAM 12(2): 95-106 (1998)
36		Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13(2): 38-43 (1998)
	1997
35		Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko: Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107
34		Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar: Machine Learning by Function Decomposition. ICML 1997: 421-429
33		Dorian Suc, Ivan Bratko: Skill Reconstruction as Induction of LQ Controllers with Subgoals. IJCAI (2) 1997: 914-919
32		Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik: A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD 1997: 299-302
31		Aram Karalic, Ivan Bratko: First Order Regression. Machine Learning 26(2-3): 147-176 (1997)
	1996
30		Ivan Bratko, Bojan Cestnik, Igor Kononenko: Attribute-Based Learning. AI Commun. 9(1): 27-32 (1996)
29		Matjaz Gams, Ivan Bratko: AI in Eastern and Central Europe. Informatica (Slovenia) 20(2): (1996)
	1995
28		Ivan Bratko, Tanja Urbancic: Control Skill, Machine Learning and Hand-crafting in Controller Design. Machine Intelligence 15 1995: 130-153
27		Ivan Bratko, Stephen Muggleton: Applications of Inductive Logic Programming. Commun. ACM 38(11): 65-70 (1995)
26		Ivan Bratko, Saso Dzeroski: Engineering Applications of ILP. New Generation Comput. 13(3&4): 313-333 (1995)
	1994
25		Tanja Urbancic, Ivan Bratko: Reconstructing Human Skill with Machine Learning. ECAI 1994: 498-502
24		Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik: Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. ECML 1994: 399-402
23		Bojan Dolsak, Anton Jezernik, Ivan Bratko: A knowledge base for finite element mesh design. AI in Engineering 9(1): 19-27 (1994)
22		Ivan Bratko: Machine Learning and Qualitative Reasoning. Machine Learning 14(1): 305-312 (1994)
21		Marko Bohanec, Ivan Bratko: Trading Accuracy for Simplicity in Decision Trees. Machine Learning 15(3): 223-250 (1994)
20		Ivan Bratko, Ross D. King: Applications of Inductive Logic Programming. SIGART Bulletin 5(1): 43-49 (1994)
	1993
19		Ivan Bratko: Deriving qualitative control for dynamic systems. Machine Intelligence 14 1993: 373-394
18		Ivan Bratko: Machine learning in artificial intelligence. AI in Engineering 8(3): 159-164 (1993)
17		Ivan Bratko: Applications of Machine Learning: Towards Knowledge Synthesis. New Generation Comput. 11(3): 343-360 (1993)
	1992
16		Ivan Bratko, Marko Grobelnik: Inductive Learning Applied to Program Construction and Verification. AIFIPP 1992: 169-182
15		Ivan Bratko: Dynamic System Simulation with Qualitative Differential Equations. Advanced Topics in Artificial Intelligence 1992: 431-439
14		Ivan Bratko: Applications of Machine Learning: Towards Knowledge Synthesis. FGCS 1992: 1207-1218
	1991
13		Bojan Cestnik, Ivan Bratko: On Estimating Probabilities in Tree Pruning. EWSL 1991: 138-150
12		Ivan Bratko, Stephen Muggleton, Alen Varsek: Learning Qualitative Models of Dynamic Systems. ML 1991: 385-388
11		Igor Kononenko, Ivan Bratko: Information-Based Evaluation Criterion for Classifier's Performance. Machine Learning 6: 67-80 (1991)
	1990
10		Ivan Bratko: PROLOG Programming for Artificial Intelligence, Second Edition Addison-Wesley 1990
	1989
9		Ivan Bratko, Igor Mozetic, Nada Lavrac: KARDIO - a study in deep and qualitative knowledge for expert systems. MIT Press 1989: I-XIV, 1-260
	1988
8		Bojan Cestnik, Ivan Bratko: Learning Redundant Rules in Noisy Domains. ECAI 1988: 348-350
	1987
7		Bojan Cestnik, Igor Kononenko, Ivan Bratko: ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users. EWSL 1987: 31-45
	1982
6		Ivan Bratko: Symbolic Derivation of Chess Patterns. ECAI 1982: 185-189
	1981
5		Zdenek Zdráhal, Ivan Bratko, Alen Shapiro: Recognition of Complex Patterns Using Cellular Arrays. Comput. J. 24(3): 263-270 (1981)
	1980
4		Ivan Bratko, Donald Michie: An Advice Program for a Complex Chess Programming Task. Comput. J. 23(4): 353-359 (1980)
	1978
3		Donald Michie, Ivan Bratko: Advice Table Representations of Chess End-Game Knowledge. AISB/GI (ECAI) 1978: 194-200
2		Ivan Bratko, Danny Kopec, Donald Michie: Pattern-Based Representation of Chess End-Game Knowledge. Comput. J. 21(2): 149-153 (1978)
1		Ivan Bratko: Proving Correctness of Strategies in the AL1 Assertional Language. Inf. Process. Lett. 7(5): 223-230 (1978)

Coauthor Index

1	J. Robert Beck	[41] [45] [51] [58]
2	Trevor J. M. Bench-Capon	[71] [76]
3	Andraz Bezek	[90]
4	Marko Bohanec	[21] [32] [34] [35] [36] [39] [46] [48] [54]
5	Urban Borstnik	[58]
6	Bojan Cestnik	[7] [8] [13] [30] [32]
7	Tomaz Curk	[58] [69] [70]
8	Janez Demsar	[34] [35] [36] [39] [41] [45] [46] [48] [49] [51] [57] [58] [62] [70] [73] [83] [94] [112]
9	Bojan Dolsak	[23] [37]
10	Saso Dzeroski	[26] [42]
11	Peter A. Flach	[116]
12	Matjaz Gams	[29] [55] [75] [80] [90] [104] [115]
13	Dejan Georgiev	[114]
14	Claudio Giuliano	[102]
15	Marko Grobelnik	[16] [24]
16	Vida Groznik	[108] [114]
17	Matej Guid	[78] [87] [88] [91] [96] [100] [101] [103] [107] [108] [114]
18	John A. Halter	[49] [57] [58] [94]
19	Katsumi Inoue	[116]
20	Aleks Jakulin	[56] [59] [62] [66] [73]
21	Anton Jezernik	[23] [37]
22	Peter Juvan	[49] [57] [58] [94]
23	Aram Karalic	[31]
24	Michael W. Kattan	[41] [45]
25	Ross D. King	[20]
26	Igor Kononenko	[7] [11] [30] [63] [68]
27	Danny Kopec	[2]
28	Aljaz Kosmerlj	[111]
29	Veronika Kragelj	[114]
30	Jana Krivec	[87] [100] [101] [107] [108]
31	Adam Kuspa	[49] [51] [57] [58] [94]
32	Nada Lavrac	[9]
33	Gregor Leban	[69] [70] [72] [79] [98]
34	Mitja Lustrek	[55] [75] [80] [104] [115]
35	Donald Michie	[2] [3] [4]
36	Dunja Mladenic	[24]
37	Igor Mozetic	[9]
38	Martin Mozina	[71] [73] [76] [82] [83] [84] [87] [89] [93] [100] [101] [102] [103] [107] [108] [112] [114]
39	Minca Mramor	[72]
40	Stephen Muggleton	[12] [27] [116]
41	Dana S. Nau	[104]
42	Andrej Oblak	[106]
43	Austin Parker	[104]
44	Ray J. Paul	[24]
45	Aritz Perez	[96]
46	Uros Petrovic	[69] [70]
47	Zvezdan Pirtosek	[114]
48	David Poole	[116]
49	Luc De Raedt	[116]
50	Samo Ribaric	[114]
51	W. Rulka	[81]
52	Aleksander Sadikov	[63] [68] [77] [85] [86] [87] [99] [100] [101] [103] [107] [108] [114]
53	Claude Sammut	[67]
54	Alen Shapiro	[5]
55	Gad Shaulsky	[49] [51] [57] [58] [70] [94]
56	Alojzij Sluga	[92]
57	Dragica Smrke	[62]
58	Alira Srdoc	[92]
59	Ashwin Srinivasan	[116]
60	Ivan Stajduhar	[95]
61	Dorian Suc	[33] [38] [43] [44] [47] [50] [52] [53] [60] [61] [64] [65] [67] [74] [81]
62	Tanja Urbancic	[25] [28]
63	Alen Varsek	[12]
64	Jerneja Videcnik	[89]
65	Gaj Vidmar	[79]
66	Daniel Vladusic	[60] [64] [81]
67	Qikai Xu	[70]
68	Jure Zabkar	[71] [76] [82] [83] [84] [89] [93] [98] [111] [112]
69	Zdenek Zdráhal	[5]
70	Martin Znidarsic	[54]
71	Blaz Zupan	[32] [34] [35] [36] [39] [41] [45] [46] [48] [49] [51] [57] [58] [62] [69] [70] [72] [73] [79] [94]

Colors in the list of coauthors

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