Blaz Zupan

	2009
50		Lan Umek, Blaz Zupan, Marko Toplak, Annie Morin, Jean-Hugues Chauchat, Gregor Makovec, Dragica Smrke: Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology. AIME 2009: 265-274
49		Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan: On Quality of Different Annotation Sources for Gene Expression Analysis. AIME 2009: 421-425
48		Petra Fey, Pascale Gaudet, Tomaz Curk, Blaz Zupan, Eric M. Just, Siddhartha Basu, Sohel N. Merchant, Yulia A. Bushmanova, Gad Shaulsky, Warren A. Kibbe, Rex L. Chisholm: dictyBase - a Dictyostelium bioinformatics resource update. Nucleic Acids Research 37(Database-Issue): 515-519 (2009)
	2008
47		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)
46		Riccardo Bellazzi, Blaz Zupan: Predictive data mining in clinical medicine: Current issues and guidelines. I. J. Medical Informatics 77(2): 81-97 (2008)
	2007
45		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
44		Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Visualization-based cancer microarray data classification analysis. Bioinformatics 23(16): 2147-2154 (2007)
43		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)
42		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)
41		Riccardo Bellazzi, Blaz Zupan: Towards knowledge-based gene expression data mining. Journal of Biomedical Informatics 40(6): 787-802 (2007)
	2006
40		Andrej Bratko, Bogdan Filipic, Blaz Zupan: Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC 2006
39		Blaz Zupan, John H. Holmes, Riccardo Bellazzi: Knowledge-based data analysis and interpretation. Artificial Intelligence in Medicine 37(3): 163-165 (2006)
38		Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko: VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006)
37		Martin Znidarsic, Marko Bohanec, Blaz Zupan: proDEX - A DSS tool for environmental decision-making. Environmental Modelling and Software 21(10): 1514-1516 (2006)
36		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
35		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
34		Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
33		Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan: Simple and effective visual models for gene expression cancer diagnostics. KDD 2005: 167-176
32		Nada Lavrac, Blaz Zupan: Data Mining in Medicine. The Data Mining and Knowledge Discovery Handbook 2005: 1107-1138
31		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)
30		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)
29		Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan: TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions. I. J. Medical Informatics 74(7-8): 505-517 (2005)
28		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
27		Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan: Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348
26		Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk: Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539
25		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
24		Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
23		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)
22		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
21		Marjan Krisper, Blaz Zupan: Construction and application of hierarchical socioeconomic decision models. Informatica (Slovenia) 26(1): (2002)
	2001
20		Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
19		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
18		Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
17		Janez Demsar, Blaz Zupan, Noriaki Aoki, Matthew J. Wall, Thomas H. Granchi, J. Robert Beck: Feature mining and predictive model construction from severe trauma patient's data. I. J. Medical Informatics 63(1-2): 41-50 (2001)
	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		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		Nada Lavrac, Peter A. Flach, Blaz Zupan: Rule Evaluation Measures: A Unifying View. ILP 1999: 174-185
12		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		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		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	Noriaki Aoki	[17]
2	Siddhartha Basu	[48]
3	J. Robert Beck	[14] [15] [17] [20] [23]
4	Riccardo Bellazzi	[29] [39] [41] [46] [49]
5	Marko Bohanec	[2] [3] [4] [5] [7] [9] [12] [16] [18] [25] [37] [47]
6	Urban Borstnik	[23]
7	Andrej Bratko	[36] [40]
8	Ivan Bratko	[2] [3] [4] [9] [12] [14] [15] [16] [18] [19] [20] [22] [23] [24] [30] [31] [33] [34] [38] [45]
9	Yulia A. Bushmanova	[48]
10	Bojan Cestnik	[2]
11	Jean-Hugues Chauchat	[50]
12	Albert Mo Kim Cheng (Albert M. K. Cheng)	[8]
13	Rex L. Chisholm	[48]
14	Gordon V. Cormack	[36]
15	J. Cullum	[43]
16	Tomaz Curk	[23] [26] [29] [30] [31] [43] [48] [49]
17	Janez Demsar	[3] [4] [9] [12] [14] [15] [16] [17] [18] [19] [20] [22] [23] [24] [26] [27] [28] [31] [34] [35] [42] [44] [45]
18	Saso Dzeroski	[6] [10]
19	Petra Fey	[48]
20	Bogdan Filipic	[36] [40]
21	Peter A. Flach	[13]
22	Pascale Gaudet	[48]
23	Thomas H. Granchi	[17]
24	John A. Halter	[1] [19] [22] [23] [45]
25	John H. Holmes	[39]
26	D. Hranueli	[43]
27	Aleks Jakulin	[24] [34]
28	Eric M. Just	[48]
29	Peter Juvan	[19] [22] [23] [28] [45]
30	Michael W. Kattan	[14] [15] [27]
31	Elpida T. Keravnou	[11]
32	R. H. Kessin	[43]
33	Warren A. Kibbe	[48]
34	Igor Kononenko	[11]
35	Marjan Krisper	[21]
36	Matjaz Kukar	[11]
37	Adam Kuspa	[19] [20] [22] [23] [45]
38	Cristiana Larizza	[29]
39	Nada Lavrac	[11] [13] [32]
40	Gregor Leban	[26] [30] [31] [33] [35] [38] [42] [44]
41	P. F. Long	[43]
42	Thomas R. Lynam	[36]
43	Paolo Magni	[29]
44	Gregor Makovec	[50]
45	Sohel N. Merchant	[48]
46	Annie Morin	[50]
47	Martin Mozina	[27] [34]
48	Minca Mramor	[33] [35] [44]
49	Francesca Mulas	[49]
50	Uros Petrovic	[29] [30] [31]
51	Michael M. Priebe	[5]
52	Lucia Sacchi	[29]
53	Gad Shaulsky	[19] [20] [22] [23] [28] [31] [45] [48]
54	Arthur M. Sherwood	[5]
55	N. Skunca	[43]
56	Dragica Smrke	[24] [50]
57	Dobrivoje S. Stokic	[5]
58	Marko Toplak	[50]
59	Lan Umek	[50]
60	Gaj Vidmar	[38]
61	Matthew J. Wall	[17]
62	Qikai Xu	[31]
63	Martin Znidarsic	[37] [47]
64	J. Zucko	[43]

Colors in the list of coauthors