default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBlaz Zupan
Person information
- affiliation: University of Ljubljana, Slovenia
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j60]Pavlin G. Policar
, Martin Strazar, Blaz Zupan:
openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding. J. Stat. Softw. 109(3) (2024)- [i8]Pavlin G. Policar, Blaz Zupan:
Visualizing High-Dimensional Temporal Data Using Direction-Aware t-SNE. CoRR abs/2403.19040 (2024) - [i7]Pavlin G. Policar, Blaz Zupan:
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation. CoRR abs/2406.04808 (2024) - 2023
- [j59]Pavlin G. Policar, Martin Strazar, Blaz Zupan:
Embedding to reference t-SNE space addresses batch effects in single-cell classification. Mach. Learn. 112(2): 721-740 (2023) - [c48]Pavlin G. Policar, Dalibor Stanimirovic, Blaz Zupan:
Nation-Wide ePrescription Data Reveals Landscape of Physicians and Their Drug Prescribing Patterns in Slovenia. AIME 2023: 283-292 - [c47]Martin Spendl, Jaka Kokosar, Ela Praznik, Luka Ausec, Blaz Zupan:
Ranking of Survival-Related Gene Sets Through Integration of Single-Sample Gene Set Enrichment and Survival Analysis. AIME 2023: 328-337 - [c46]Pavlin G. Policar, Blaz Zupan:
Refining Temporal Visualizations Using the Directional Coherence Loss. DS 2023: 204-215 - [c45]Jaka Kokosar, Martin Spendl, Blaz Zupan:
Gene Interactions in Survival Data Analysis: A Data-Driven Approach Using Restricted Mean Survival Time and Literature Mining. DS 2023: 293-307 - 2022
- [c44]Primoz Godec, Blaz Zupan, Vesna Tanko, Martin Strazar:
Efficient Matching of Single Cells and Cell Types. ICHI 2022: 633-638 - 2021
- [j58]Tomaz Hocevar, Blaz Zupan, Jonna C. Stålring:
Conformal Prediction with Orange. J. Stat. Softw. 98(1) (2021) - [j57]Janez Demsar, Blaz Zupan:
Hands-on training about overfitting. PLoS Comput. Biol. 17(3) (2021) - [c43]Tomaz Hocevar, Blaz Zupan:
Conformal prediction and its integration within visual analytics toolbox. COPA 2021: 286-293 - [i6]Primoz Godec, Nikola Ðukic, Ajda Pretnar, Vesna Tanko, Lan Zagar, Blaz Zupan:
Explainable Point-Based Document Visualizations. CoRR abs/2110.00462 (2021) - [i5]Karsten Klein, Georgeta Elisabeta Marai, Kay Katja Nieselt, Blaz Zupan:
Visualization of Biological Data - From Analysis to Communication (Dagstuhl Seminar 21401). Dagstuhl Reports 11(9): 1-27 (2021) - 2020
- [j56]Veljko Pejovic, Ivan Majhen, Miha Janez, Blaz Zupan:
RICERCANDO: Data mining toolkit for mobile broadband measurements. Comput. Networks 177: 107294 (2020)
2010 – 2019
- 2019
- [j55]Martin Strazar, Lan Zagar, Jaka Kokosar, Vesna Tanko, Ales Erjavec, Pavlin G. Policar, Anze Staric, Janez Demsar, Gad Shaulsky, Vilas Menon, Andrew Lemire, Anup Parikh, Blaz Zupan:
scOrange - a tool for hands-on training of concepts from single-cell data analytics. Bioinform. 35(14): i4-i12 (2019) - [c42]Pavlin G. Policar, Martin Strazar, Blaz Zupan:
Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification. DS 2019: 246-260 - [i4]Veljko Pejovic, Ivan Majhen, Miha Janez, Blaz Zupan:
RICERCANDO: Data Mining Toolkit for Mobile Broadband Measurements. CoRR abs/1901.07287 (2019) - 2018
- [i3]Marinka Zitnik, Blaz Zupan:
NIMFA: A Python Library for Nonnegative Matrix Factorization. CoRR abs/1808.01743 (2018) - 2017
- [j54]Andrej Copar, Marinka Zitnik, Blaz Zupan:
Scalable non-negative matrix tri-factorization. BioData Min. 10(1): 41:1-41:16 (2017) - [j53]Miha Stajdohar, Rafael D. Rosengarten, Janez Kokosar, Luka Jeran, Domen Blenkus, Gad Shaulsky, Blaz Zupan:
dictyExpress: a web-based platform for sequence data management and analytics in Dictyostelium and beyond. BMC Bioinform. 18(1): 291 (2017) - [i2]Marinka Zitnik, Blaz Zupan:
Jumping across biomedical contexts using compressive data fusion. CoRR abs/1708.03392 (2017) - 2016
- [j52]Martin Strazar, Marinka Zitnik, Blaz Zupan, Jernej Ule, Tomaz Curk:
Orthogonal matrix factorization enables integrative analysis of multiple RNA binding proteins. Bioinform. 32(10): 1527-1535 (2016) - [j51]Marinka Zitnik, Blaz Zupan:
Jumping across biomedical contexts using compressive data fusion. Bioinform. 32(12): 90-100 (2016) - [c41]Marinka Zitnik, Blaz Zupan:
Collective Pairwise Classification for Multi-Way Analysis of Disease and Drug Data. PSB 2016: 81-92 - 2015
- [j50]Marinka Zitnik, Blaz Zupan:
Gene network inference by fusing data from diverse distributions. Bioinform. 31(12): 230-239 (2015) - [j49]Slavko Zitnik, Marinka Zitnik, Blaz Zupan, Marko Bajec:
Sieve-based relation extraction of gene regulatory networks from biological literature. BMC Bioinform. 16(S16): S1 (2015) - [j48]Marinka Zitnik, Blaz Zupan:
Data Imputation in Epistatic MAPs by Network-Guided Matrix Completion. J. Comput. Biol. 22(6): 595-608 (2015) - [j47]Marinka Zitnik, Blaz Zupan:
Data Fusion by Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 41-53 (2015) - [j46]Marinka Zitnik, Edward A. Nam, Christopher Dinh, Adam Kuspa, Gad Shaulsky, Blaz Zupan:
Gene Prioritization by Compressive Data Fusion and Chaining. PLoS Comput. Biol. 11(10) (2015) - [j45]Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan:
Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data. IEEE J. Biomed. Health Informatics 19(2): 698-708 (2015) - [j44]Anze Staric, Janez Demsar, Blaz Zupan:
Concurrent software architectures for exploratory data analysis. WIREs Data Mining Knowl. Discov. 5(4): 165-180 (2015) - 2014
- [j43]Marinka Zitnik, Blaz Zupan:
Gene network inference by probabilistic scoring of relationships from a factorized model of interactions. Bioinform. 30(12): 246-254 (2014) - [j42]Davor Sluga, Tomaz Curk, Blaz Zupan, Uros Lotric:
Heterogeneous computing architecture for fast detection of SNP-SNP interactions. BMC Bioinform. 15: 216 (2014) - [j41]Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring:
Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models. J. Chem. Inf. Model. 54(2): 431-441 (2014) - [c40]Marinka Zitnik, Blaz Zupan:
Matrix Factorization-Based Data Fusion for Gene Function Prediction in Baker's Yeast and Slime Mold. Pacific Symposium on Biocomputing 2014: 400-411 - [c39]Marinka Zitnik, Blaz Zupan:
Imputation of Quantitative Genetic Interactions in Epistatic MAPs by Interaction Propagation Matrix Completion. RECOMB 2014: 448-462 - 2013
- [j40]Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan:
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling. Informatica (Slovenia) 37(1): 49-54 (2013) - [j39]Janez Demsar, Blaz Zupan:
Orange: Data Mining Fruitful and Fun - A Historical Perspective. Informatica (Slovenia) 37(1): 55-60 (2013) - [j38]Janez Demsar, Tomaz Curk, Ales Erjavec, Crtomir Gorup, Tomaz Hocevar, Mitar Milutinovic, Martin Mozina, Matija Polajnar, Marko Toplak, Anze Staric, Miha Stajdohar, Lan Umek, Lan Zagar, Jure Zbontar, Marinka Zitnik, Blaz Zupan:
Orange: data mining toolbox in python. J. Mach. Learn. Res. 14(1): 2349-2353 (2013) - [c38]Slavko Zitnik, Marinka Zitnik, Blaz Zupan, Marko Bajec:
Extracting Gene Regulation Networks Using Linear-Chain Conditional Random Fields and Rules. BioNLP@ACL (Shared Task) 2013: 178-187 - [c37]Francesca Mulas, Elisa Del Fabbro, Blaz Zupan, Riccardo Bellazzi:
Interest Propagation for Knowledge Extraction and Representation. EFMI-STC 2013: 182-186 - [i1]Marinka Zitnik, Blaz Zupan:
Data Fusion by Matrix Factorization. CoRR abs/1307.0803 (2013) - 2012
- [j37]Marinka Zitnik, Blaz Zupan:
NIMFA: A Python Library for Nonnegative Matrix Factorization. J. Mach. Learn. Res. 13: 849-853 (2012) - [c36]Jure Zbontar, Marinka Zitnik, Miha Zidar, Gregor Majcen, Matic Potocnik, Blaz Zupan:
Team ULjubljana's Solution to the JRS 2012 Data Mining Competition. RSCTC 2012: 471-478 - 2011
- [j36]Lan Zagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaz Zupan:
Stage prediction of embryonic stem cell differentiation from genome-wide expression data. Bioinform. 27(18): 2546-2553 (2011) - [j35]Lan Umek, Blaz Zupan:
Subgroup discovery in data sets with multi-dimensional responses. Intell. Data Anal. 15(4): 533-549 (2011) - [j34]Tomaz Curk, Gregor Rot, Blaz Zupan:
SNPsyn: detection and exploration of SNP-SNP interactions. Nucleic Acids Res. 39(Web-Server-Issue): 444-449 (2011) - [c35]Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi:
A Data Mining Library for miRNA Annotation and Analysis. AIME 2011: 80-84 - [c34]Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan:
Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles. AIME 2011: 85-89 - [c33]Marko Toplak, Tomaz Curk, Blaz Zupan:
Similarity of Transcription Profiles for Genes in Gene Sets. ICANNGA (2) 2011: 393-399 - 2010
- [j33]Anup Parikh, Eryong Huang, Christopher Dinh, Blaz Zupan, Adam Kuspa, Devika Subramanian, Gad Shaulsky:
New components of the Dictyostelium PKA pathway revealed by Bayesian analysis of expression data. BMC Bioinform. 11: 163 (2010) - [j32]Miha Stajdohar, Minca Mramor, Blaz Zupan, Janez Demsar:
FragViz: visualization of fragmented networks. BMC Bioinform. 11: 475 (2010) - [c32]Angelo Nuzzo, Francesca Mulas, Matteo Gabetta, Eloisa Arbustini, Blaz Zupan, Cristiana Larizza, Riccardo Bellazzi:
Text Mining approaches for Automated Literature Knowledge Extraction and Representation. MedInfo 2010: 954-958 - [c31]Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan:
On utility of gene set signatures in gene expression-based cancer class prediction. MLSB 2010: 55-64 - [c30]Lan Umek, Petra Kaferle, Mojca Mattiazzi, Ales Erjavec, Crtomir Gorup, Tomaz Curk, Uros Petrovic, Blaz Zupan:
A Subgroup Discovery Approach for Relating Chemical Structure and Phenotype Data in Chemical Genomics. MLSB 2010: 136-144 - [p4]Nada Lavrac, Blaz Zupan:
Data Mining in Medicine. Data Mining and Knowledge Discovery Handbook 2010: 1111-1136
2000 – 2009
- 2009
- [j31]Gregor Rot, Anup Parikh, Tomaz Curk, Adam Kuspa, Gad Shaulsky, Blaz Zupan:
dictyExpress: a Dictyostelium discoideum gene expression database with an explorative data analysis web-based interface. BMC Bioinform. 10: 265 (2009) - [j30]Sasa Petrovic, Bojana Dalbelo Basic, Annie Morin, Blaz Zupan, Jean-Hugues Chauchat:
Textual features for corpus visualization using correspondence analysis. Intell. Data Anal. 13(5): 795-813 (2009) - [j29]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 Res. 37(Database-Issue): 515-519 (2009) - [c29]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 - [c28]Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan:
On Quality of Different Annotation Sources for Gene Expression Analysis. AIME 2009: 421-425 - [r1]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
Data-Driven Revision of Decision Models. Encyclopedia of Data Warehousing and Mining 2009: 617-623 - 2008
- [j28]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
Modelling impacts of cropping systems: Demands and solutions for DEX methodology. Eur. J. Oper. Res. 189(3): 594-608 (2008) - [j27]Riccardo Bellazzi, Blaz Zupan:
Predictive data mining in clinical medicine: Current issues and guidelines. Int. J. Medical Informatics 77(2): 81-97 (2008) - 2007
- [j26]Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan:
Visualization-based cancer microarray data classification analysis. Bioinform. 23(16): 2147-2154 (2007) - [j25]Jurica Zucko, N. Skunca, Tomaz Curk, Blaz Zupan, Paul F. Long, John Cullum, R. H. Kessin, Daslav Hranueli:
Polyketide synthase genes and the natural products potential of Dictyostelium discoideum. Bioinform. 23(19): 2543-2549 (2007) - [j24]Janez Demsar, Gregor Leban, Blaz Zupan:
FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data. J. Biomed. Informatics 40(6): 661-671 (2007) - [j23]Riccardo Bellazzi, Blaz Zupan:
Towards knowledge-based gene expression data mining. J. Biomed. Informatics 40(6): 787-802 (2007) - [p3]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 - 2006
- [j22]Blaz Zupan, John H. Holmes, Riccardo Bellazzi:
Knowledge-based data analysis and interpretation. Artif. Intell. Medicine 37(3): 163-165 (2006) - [j21]Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko:
VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006) - [j20]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
proDEX - A DSS tool for environmental decision-making. Environ. Model. Softw. 21(10): 1514-1516 (2006) - [j19]Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan:
Spam Filtering Using Statistical Data Compression Models. J. Mach. Learn. Res. 7: 2673-2698 (2006) - [c27]Andrej Bratko, Bogdan Filipic, Blaz Zupan:
Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC 2006 - 2005
- [j18]Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan:
Microarray data mining with visual programming. Bioinform. 21(3): 396-398 (2005) - [j17]Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan:
VizRank: finding informative data projections in functional genomics by machine learning. Bioinform. 21(3): 413-414 (2005) - [j16]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. Int. J. Medical Informatics 74(7-8): 505-517 (2005) - [j15]Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan:
GenePath: from mutations to genetic networks and back. Nucleic Acids Res. 33(Web-Server-Issue): 749-752 (2005) - [c26]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 - [c25]Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan:
Nomograms for visualizing support vector machines. KDD 2005: 108-117 - [c24]Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan:
Simple and effective visual models for gene expression cancer diagnostics. KDD 2005: 167-176 - [p2]Nada Lavrac, Blaz Zupan:
Data Mining in Medicine. The Data Mining and Knowledge Discovery Handbook 2005: 1107-1138 - 2004
- [j14]Marko Bohanec, Blaz Zupan:
A function-decomposition method for development of hierarchical multi-attribute decision models. Decis. Support Syst. 36(3): 215-233 (2004) - [c23]Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan:
Clustering gene expression data with Temporal Abstractions. MedInfo 2004: 798-802 - [c22]Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan:
Nomograms for Visualization of Naive Bayesian Classifier. PKDD 2004: 337-348 - [c21]Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk:
Orange: From Experimental Machine Learning to Interactive Data Mining. PKDD 2004: 537-539 - 2003
- [j13]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. Artif. Intell. Medicine 29(1-2): 107-130 (2003) - [j12]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. Bioinform. 19(3): 383-389 (2003) - [c20]Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan:
Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238 - 2002
- [j11]Marjan Krisper, Blaz Zupan:
Construction and application of hierarchical socioeconomic decision models. Informatica (Slovenia) 26(1) (2002) - [c19]Kenji Hira, Noriaki Aoki, Akitoshi Hayashi, Janez Demsar, Blaz Zupan, Kim Dunn, William Jack Schull, Tsuguya Fukui:
Prognostic Model for Terminally Ill Cancer Patients on Laboratory Data. AMIA 2002 - 2001
- [j10]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. Int. J. Medical Informatics 63(1-2): 41-50 (2001) - [c18]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar:
Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101 - [c17]Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky:
Abductive Inference of Genetic Networks. AIME 2001: 304-313 - [c16]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 - [c15]Blaz Zupan, Ales Porenta, Gaj Vidmar, Noriaki Aoki, Ivan Bratko, J. Robert Beck:
Decisions at Hand: A Decision Support System on Handhelds. MedInfo 2001: 566-570 - [c14]Janez Demsar, Blaz Zupan, Ivan Bratko, Adam Kuspa, John A. Halter, Robert J. Beck, Gad Shaulsky:
GenePath: A Computer Program for Genetic Pathway Discovery from Mutant Data. MedInfo 2001: 956-959 - [c13]Riccardo Bellazzi, Blaz Zupan:
A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001). MedInfo 2001: 1549 - [p1]Janez Demsar, Blaz Zupan, Ivan Bratko:
Transformation of attribute space by function decomposition. Data Fusion and Perception 2001: 237-247 - 2000
- [j9]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. Artif. Intell. Medicine 20(1): 59-75 (2000) - [j8]Marko Bohanec, Blaz Zupan, Vladislav Rajkovic:
Applications of qualitative multi-attribute decision models in health care. Int. J. Medical Informatics 58: 191-205 (2000) - [c12]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar:
Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
1990 – 1999
- 1999
- [j7]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko:
Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999) - [c11]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 - [c10]Nada Lavrac, Peter A. Flach, Blaz Zupan:
Rule Evaluation Measures: A Unifying View. ILP 1999: 174-185 - [c9]T. Kalin, Gorazd Kandus, Denis Trcek, Blaz Zupan:
Slovenian national health insurance card: The next step. MIE 1999: 156-160 - [c8]Janez Demsar, Blaz Zupan, Michael W. Kattan, J. Robert Beck, Ivan Bratko:
Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence. MIE 1999: 436-441 - [c7]Marko Bohanec, Blaz Zupan, Vladislav Rajkovic:
Hierarchical Multi-Attribute Decision Models and Their Application in Health Care. MIE 1999: 670-675 - [e1]Peter Kokol, Blaz Zupan, Janez Stare, Marjan Premik, Rolf Engelbrecht:
Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia. Studies in Health Technology and Informatics 68, IOS Press 1999, ISBN 978-0-9673355-1-3 [contents] - 1998
- [j6]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) - [j5]Blaz Zupan, Saso Dzeroski:
Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology. Artif. Intell. Medicine 14(1-2): 101-117 (1998) - [j4]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko:
Feature Transformation by Function Decomposition. IEEE Intell. Syst. 13(2): 38-43 (1998) - [j3]Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood:
Relating clinical and neurophysiological assessment of spasticity by machine learning. Int. J. Medical Informatics 49(2): 243-251 (1998) - [j2]Blaz Zupan, Marko Bohanec:
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition. Informatica (Slovenia) 22(2) (1998) - [j1]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) - 1997
- [c6]Blaz Zupan, Saso Dzeroski:
Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition. AIME 1997: 86-97 - [c5]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 - [c4]Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko:
Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107 - [c3]Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar:
Machine Learning by Function Decomposition. ICML 1997: 421-429 - [c2]Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik:
A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD 1997: 299-302 - 1995
- [c1]Blaz Zupan, John A. Halter:
A Simulation and Optimization Environment for Models in Computational Neurobiology. EUROSIM 1995: 963-968
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
