Blaz Zupan

2008
44	EE	Martin Znidarsic, Marko Bohanec, Blaz Zupan: Modelling impacts of cropping systems: Demands and solutions for DEX methodology. European Journal of Operational Research 189(3): 594-608 (2008)
2007
43	EE	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
42	EE	Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Visualization-based cancer microarray data classification analysis. Bioinformatics 23(16): 2147-2154 (2007)
41	EE	J. Zucko, N. Skunca, Tomaz Curk, Blaz Zupan, P. F. Long, J. Cullum, R. H. Kessin, D. Hranueli: Polyketide synthase genes and the natural products potential of Dictyostelium discoideum. Bioinformatics 23(19): 2543-2549 (2007)
40	EE	Janez Demsar, Gregor Leban, Blaz Zupan: FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data. Journal of Biomedical Informatics 40(6): 661-671 (2007)
39	EE	Riccardo Bellazzi, Blaz Zupan: Towards knowledge-based gene expression data mining. Journal of Biomedical Informatics 40(6): 787-802 (2007)
2006
38	EE	Andrej Bratko, Bogdan Filipic, Blaz Zupan: Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC 2006
37	EE	Blaz Zupan, John H. Holmes, Riccardo Bellazzi: Knowledge-based data analysis and interpretation. Artificial Intelligence in Medicine 37(3): 163-165 (2006)
36	EE	Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko: VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006)
35	EE	Martin Znidarsic, Marko Bohanec, Blaz Zupan: proDEX - A DSS tool for environmental decision-making. Environmental Modelling and Software 21(10): 1514-1516 (2006)
34	EE	Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan: Spam Filtering Using Statistical Data Compression Models. Journal of Machine Learning Research 6: 2673-2698 (2006)
2005
33	EE	Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models. AIME 2005: 514-523
32	EE	Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
31	EE	Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan: Simple and effective visual models for gene expression cancer diagnostics. KDD 2005: 167-176
30		Nada Lavrac, Blaz Zupan: Data Mining in Medicine. The Data Mining and Knowledge Discovery Handbook 2005: 1107-1138
29	EE	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)
28	EE	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)
27	EE	Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan: GenePath: from mutations to genetic networks and back. Nucleic Acids Research 33(Web-Server-Issue): 749-752 (2005)
2004
26	EE	Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan: Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348
25	EE	Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk: Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539
24	EE	Marko Bohanec, Blaz Zupan: A function-decomposition method for development of hierarchical multi-attribute decision models. Decision Support Systems 36(3): 215-233 (2004)
2003
23	EE	Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
22	EE	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)
21		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)
2002
20		Marjan Krisper, Blaz Zupan: Construction and application of hierarchical socioeconomic decision models. Informatica (Slovenia) 26(1): (2002)
2001
19	EE	Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
18	EE	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
17	EE	Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
2000
16		Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
15		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)
1999
14	EE	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
13	EE	Nada Lavrac, Peter A. Flach, Blaz Zupan: Rule Evaluation Measures: A Unifying View. ILP 1999: 174-185
12	EE	Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999)
1998
11		Nada Lavrac, Blaz Zupan, Igor Kononenko, Matjaz Kukar, Elpida T. Keravnou: Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction. AI Commun. 11(3-4): 191-218 (1998)
10		Blaz Zupan, Saso Dzeroski: Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology. Artificial Intelligence in Medicine 14(1-2): 101-117 (1998)
9		Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13(2): 38-43 (1998)
8	EE	Blaz Zupan, Albert Mo Kim Cheng: Optimization of Rule-Based Systems Using State Space Graphs. IEEE Trans. Knowl. Data Eng. 10(2): 238-254 (1998)
7		Blaz Zupan, Marko Bohanec: Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition. Informatica (Slovenia) 22(2): (1998)
1997
6		Blaz Zupan, Saso Dzeroski: Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition. AIME 1997: 86-97
5	EE	Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood: Relating clinical and neurophysiological assessment of spasticity by machine learning. CBMS 1997: 190-194
4		Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko: Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107
3		Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar: Machine Learning by Function Decomposition. ICML 1997: 421-429
2		Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik: A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD 1997: 299-302
1995
1		Blaz Zupan, John A. Halter: A Simulation and Optimization Environment for Models in Computational Neurobiology. EUROSIM 1995: 963-968

Coauthor Index

1	J. Robert Beck	[14] [15] [19] [22]
2	Riccardo Bellazzi	[37] [39]
3	Marko Bohanec	[2] [3] [4] [5] [7] [9] [12] [16] [17] [24] [35] [44]
4	Urban Borstnik	[22]
5	Andrej Bratko	[34] [38]
6	Ivan Bratko	[2] [3] [4] [9] [12] [14] [15] [16] [17] [18] [19] [21] [22] [23] [28] [29] [31] [32] [36] [43]
7	Bojan Cestnik	[2]
8	Albert Mo Kim Cheng (Albert M. K. Cheng)	[8]
9	Gordon V. Cormack	[34]
10	J. Cullum	[41]
11	Tomaz Curk	[22] [25] [28] [29] [41]
12	Janez Demsar	[3] [4] [9] [12] [14] [15] [16] [17] [18] [19] [21] [22] [23] [25] [26] [27] [29] [32] [33] [40] [42] [43]
13	Saso Dzeroski	[6] [10]
14	Bogdan Filipic	[34] [38]
15	Peter A. Flach	[13]
16	John A. Halter	[1] [18] [21] [22] [43]
17	John H. Holmes	[37]
18	D. Hranueli	[41]
19	Aleks Jakulin	[23] [32]
20	Peter Juvan	[18] [21] [22] [27] [43]
21	Michael W. Kattan	[14] [15] [26]
22	Elpida T. Keravnou	[11]
23	R. H. Kessin	[41]
24	Igor Kononenko	[11]
25	Marjan Krisper	[20]
26	Matjaz Kukar	[11]
27	Adam Kuspa	[18] [19] [21] [22] [43]
28	Nada Lavrac	[11] [13] [30]
29	Gregor Leban	[25] [28] [29] [31] [33] [36] [40] [42]
30	P. F. Long	[41]
31	Thomas R. Lynam	[34]
32	Martin Mozina	[26] [32]
33	Minca Mramor	[31] [33] [42]
34	Uros Petrovic	[28] [29]
35	Michael M. Priebe	[5]
36	Gad Shaulsky	[18] [19] [21] [22] [27] [29] [43]
37	Arthur M. Sherwood	[5]
38	N. Skunca	[41]
39	Dragica Smrke	[23]
40	Dobrivoje S. Stokic	[5]
41	Gaj Vidmar	[36]
42	Qikai Xu	[29]
43	Martin Znidarsic	[35] [44]
44	J. Zucko	[41]

Colors in the list of coauthors