2008 | ||
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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 |