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Blaz Zupan Vis

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*2009
50EELan 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
49EEFrancesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan: On Quality of Different Annotation Sources for Gene Expression Analysis. AIME 2009: 421-425
48EEPetra 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
47EEMartin 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)
46EERiccardo Bellazzi, Blaz Zupan: Predictive data mining in clinical medicine: Current issues and guidelines. I. J. Medical Informatics 77(2): 81-97 (2008)
2007
45EEBlaz 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
44EEMinca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan: Visualization-based cancer microarray data classification analysis. Bioinformatics 23(16): 2147-2154 (2007)
43EEJ. 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)
42EEJanez 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)
41EERiccardo Bellazzi, Blaz Zupan: Towards knowledge-based gene expression data mining. Journal of Biomedical Informatics 40(6): 787-802 (2007)
2006
40EEAndrej Bratko, Bogdan Filipic, Blaz Zupan: Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC 2006
39EEBlaz Zupan, John H. Holmes, Riccardo Bellazzi: Knowledge-based data analysis and interpretation. Artificial Intelligence in Medicine 37(3): 163-165 (2006)
38EEGregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko: VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006)
37EEMartin Znidarsic, Marko Bohanec, Blaz Zupan: proDEX - A DSS tool for environmental decision-making. Environmental Modelling and Software 21(10): 1514-1516 (2006)
36EEAndrej 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
35EEMinca 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
34EEAleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
33EEGregor 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
31EETomaz 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)
30EEGregor 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)
29EELucia 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)
28EEPeter 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
27EEMartin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan: Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348
26EEJanez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk: Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539
25EEMarko Bohanec, Blaz Zupan: A function-decomposition method for development of hierarchical multi-attribute decision models. Decision Support Systems 36(3): 215-233 (2004)
2003
24EEAleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
23EEBlaz 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
20EEBlaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
19EEPeter 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
18EEBlaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
17EEJanez 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
14EEBlaz 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
13EENada Lavrac, Peter A. Flach, Blaz Zupan: Rule Evaluation Measures: A Unifying View. ILP 1999: 174-185
12EEBlaz 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)
8EEBlaz 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
5EEBlaz 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
4EEJanez 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

1Noriaki Aoki [17]
2Siddhartha Basu [48]
3J. Robert Beck [14] [15] [17] [20] [23]
4Riccardo Bellazzi [29] [39] [41] [46] [49]
5Marko Bohanec [2] [3] [4] [5] [7] [9] [12] [16] [18] [25] [37] [47]
6Urban Borstnik [23]
7Andrej Bratko [36] [40]
8Ivan Bratko [2] [3] [4] [9] [12] [14] [15] [16] [18] [19] [20] [22] [23] [24] [30] [31] [33] [34] [38] [45]
9Yulia A. Bushmanova [48]
10Bojan Cestnik [2]
11Jean-Hugues Chauchat [50]
12Albert Mo Kim Cheng (Albert M. K. Cheng) [8]
13Rex L. Chisholm [48]
14Gordon V. Cormack [36]
15J. Cullum [43]
16Tomaz Curk [23] [26] [29] [30] [31] [43] [48] [49]
17Janez Demsar [3] [4] [9] [12] [14] [15] [16] [17] [18] [19] [20] [22] [23] [24] [26] [27] [28] [31] [34] [35] [42] [44] [45]
18Saso Dzeroski [6] [10]
19Petra Fey [48]
20Bogdan Filipic [36] [40]
21Peter A. Flach [13]
22Pascale Gaudet [48]
23Thomas H. Granchi [17]
24John A. Halter [1] [19] [22] [23] [45]
25John H. Holmes [39]
26D. Hranueli [43]
27Aleks Jakulin [24] [34]
28Eric M. Just [48]
29Peter Juvan [19] [22] [23] [28] [45]
30Michael W. Kattan [14] [15] [27]
31Elpida T. Keravnou [11]
32R. H. Kessin [43]
33Warren A. Kibbe [48]
34Igor Kononenko [11]
35Marjan Krisper [21]
36Matjaz Kukar [11]
37Adam Kuspa [19] [20] [22] [23] [45]
38Cristiana Larizza [29]
39Nada Lavrac [11] [13] [32]
40Gregor Leban [26] [30] [31] [33] [35] [38] [42] [44]
41P. F. Long [43]
42Thomas R. Lynam [36]
43Paolo Magni [29]
44Gregor Makovec [50]
45Sohel N. Merchant [48]
46Annie Morin [50]
47Martin Mozina [27] [34]
48Minca Mramor [33] [35] [44]
49Francesca Mulas [49]
50Uros Petrovic [29] [30] [31]
51Michael M. Priebe [5]
52Lucia Sacchi [29]
53Gad Shaulsky [19] [20] [22] [23] [28] [31] [45] [48]
54Arthur M. Sherwood [5]
55N. Skunca [43]
56Dragica Smrke [24] [50]
57Dobrivoje S. Stokic [5]
58Marko Toplak [50]
59Lan Umek [50]
60Gaj Vidmar [38]
61Matthew J. Wall [17]
62Qikai Xu [31]
63Martin Znidarsic [37] [47]
64J. Zucko [43]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)