Search results for "Blaz Zupan"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Marinka Zitnik, Blaz Zupan	NIMFA: A Python Library for Nonnegative Matrix Factorization.	Journal of Machine Learning Research	2012	DBLP BibTeX RDF
1	Lan Zagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaz Zupan	Stage prediction of embryonic stem cell differentiation from genome-wide expression data.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Lan Umek, Blaz Zupan	Subgroup discovery in data sets with multi-dimensional responses.	Intell. Data Anal.	2011	DBLP DOI BibTeX RDF
1	Tomaz Curk, Gregor Rot, Blaz Zupan	SNPsyn: detection and exploration of SNP-SNP interactions.	Nucleic Acids Research	2011	DBLP DOI BibTeX RDF
1	Marko Toplak, Tomaz Curk, Blaz Zupan	Similarity of Transcription Profiles for Genes in Gene Sets.	ICANNGA	2011	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan	Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles.	AIME	2011	DBLP DOI BibTeX RDF
1	Miha Stajdohar, Minca Mramor, Blaz Zupan, Janez Demsar	FragViz: visualization of fragmented networks.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	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 Bioinformatics	2010	DBLP DOI BibTeX RDF
1	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.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	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.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Nada Lavrac, Blaz Zupan	Data Mining in Medicine.	Data Mining and Knowledge Discovery Handbook	2010	DBLP DOI BibTeX RDF
1	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 Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Sasa Petrovic, Bojana Dalbelo Basic, Annie Morin, Blaz Zupan, Jean-Hugues Chauchat	Textual features for corpus visualization using correspondence analysis.	Intell. Data Anal.	2009	DBLP DOI BibTeX RDF
1	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	2009	DBLP DOI BibTeX RDF
1	Martin Znidarsic, Marko Bohanec, Blaz Zupan	Data-Driven Revision of Decision Models.	Encyclopedia of Data Warehousing and Mining	2009	DBLP BibTeX RDF
1	Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan	On Quality of Different Annotation Sources for Gene Expression Analysis.	AIME	2009	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF	multi-label prediction, k-medoids clustering, ? 2 statistics, femoral neck fracture, subgroup discovery
1	Riccardo Bellazzi, Blaz Zupan	Predictive data mining in clinical medicine: Current issues and guidelines.	I. J. Medical Informatics	2008	DBLP DOI BibTeX RDF
1	Martin Znidarsic, Marko Bohanec, Blaz Zupan	Modelling impacts of cropping systems: Demands and solutions for DEX methodology.	European Journal of Operational Research	2008	DBLP DOI BibTeX RDF
1	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.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan	Visualization-based cancer microarray data classification analysis.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Riccardo Bellazzi, Blaz Zupan	Towards knowledge-based gene expression data mining.	Journal of Biomedical Informatics	2007	DBLP DOI BibTeX RDF
1	Janez Demsar, Gregor Leban, Blaz Zupan	FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data.	Journal of Biomedical Informatics	2007	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Blaz Zupan, John H. Holmes, Riccardo Bellazzi	Knowledge-based data analysis and interpretation.	Artificial Intelligence in Medicine	2006	DBLP DOI BibTeX RDF
1	Martin Znidarsic, Marko Bohanec, Blaz Zupan	proDEX - A DSS tool for environmental decision-making.	Environmental Modelling and Software	2006	DBLP DOI BibTeX RDF
1	Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan	Spam Filtering Using Statistical Data Compression Models.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko	VizRank: Data Visualization Guided by Machine Learning.	Data Min. Knowl. Discov.	2006	DBLP DOI BibTeX RDF	data mining, machine learning, data visualization, visual data mining, exploratory data analysis
1	Andrej Bratko, Bogdan Filipic, Blaz Zupan	Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track.	TREC	2006	DBLP BibTeX RDF
1	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	2005	DBLP DOI BibTeX RDF
1	Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan	Microarray data mining with visual programming.	Bioinformatics	2005	DBLP DOI BibTeX RDF
1	Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan	VizRank: finding informative data projections in functional genomics by machine learning.	Bioinformatics	2005	DBLP DOI BibTeX RDF
1	Peter Juvan, Janez Demsar, Gad Shaulsky, Blaz Zupan	GenePath: from mutations to genetic networks and back.	Nucleic Acids Research	2005	DBLP DOI BibTeX RDF
1	Nada Lavrac, Blaz Zupan	Data Mining in Medicine.	The Data Mining and Knowledge Discovery Handbook	2005	DBLP BibTeX RDF
1	Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan	Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models.	AIME	2005	DBLP DOI BibTeX RDF
1	Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan	Simple and effective visual models for gene expression cancer diagnostics.	KDD	2005	DBLP DOI BibTeX RDF	cancer diagnosis, data mining, machine learning, data visualization, gene expression analysis
1	Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan	Nomograms for visualizing support vector machines.	KDD	2005	DBLP DOI BibTeX RDF	nomogram, machine learning, visualization, support vector machines
1	Marko Bohanec, Blaz Zupan	A function-decomposition method for development of hierarchical multi-attribute decision models.	Decision Support Systems	2004	DBLP DOI BibTeX RDF
1	Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk	Orange: From Experimental Machine Learning to Interactive Data Mining.	PKDD	2004	DBLP DOI BibTeX RDF
1	Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan	Nomograms for Visualization of Naive Bayesian Classifier.	PKDD	2004	DBLP DOI BibTeX RDF
1	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	2003	DBLP DOI BibTeX RDF
1	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	2003	DBLP DOI BibTeX RDF
1	Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan	Attribute Interactions in Medical Data Analysis.	AIME	2003	DBLP DOI BibTeX RDF
1	Marjan Krisper, Blaz Zupan	Construction and application of hierarchical socioeconomic decision models.	Informatica (Slovenia)	2002	DBLP BibTeX RDF
1	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	2001	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky	Abductive Inference of Genetic Networks.	AIME	2001	DBLP DOI BibTeX RDF
1	Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar	Function Decomposition in Machine Learning.	Machine Learning and Its Applications	2001	DBLP DOI BibTeX RDF
1	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	2000	DBLP DOI BibTeX RDF
1	Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar	Induction of Concept Hierarchies from Noisy Data.	ICML	2000	DBLP BibTeX RDF
1	Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko	Learning by Discovering Concept Hierarchies.	Artif. Intell.	1999	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Nada Lavrac, Peter A. Flach, Blaz Zupan	Rule Evaluation Measures: A Unifying View.	ILP	1999	DBLP DOI BibTeX RDF
1	Blaz Zupan, Albert Mo Kim Cheng	Optimization of Rule-Based Systems Using State Space Graphs.	IEEE Trans. Knowl. Data Eng.	1998	DBLP DOI BibTeX RDF	real-time decision systems, state-space graphs, optimization, synthesis, response time, Computer-aided software engineering, rule-based programs
1	Blaz Zupan, Saso Dzeroski	Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology.	Artificial Intelligence in Medicine	1998	DBLP DOI BibTeX RDF
1	Blaz Zupan, Marko Bohanec	Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition.	Informatica (Slovenia)	1998	DBLP BibTeX RDF
1	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.	1998	DBLP BibTeX RDF
1	Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko	Feature Transformation by Function Decomposition.	IEEE Intelligent Systems	1998	DBLP BibTeX RDF
1	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	DBLP DOI BibTeX RDF	neurophysiological assessment, spasticity, spinal cord injury, five point Ashworth Score, altered motor control, comprehensive protocol, surface electromyographic activity, leg muscles, thigh, sEMG features, clinical findings, AS prediction, sEMG assessment, SCI patients, machine learning, medical expert systems, classification methods
1	Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko	Constructing Intermediate Concepts by Decomposition of Real Functions.	ECML	1997	DBLP DOI BibTeX RDF
1	Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar	Machine Learning by Function Decomposition.	ICML	1997	DBLP BibTeX RDF
1	Blaz Zupan, Saso Dzeroski	Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition.	AIME	1997	DBLP DOI BibTeX RDF
1	Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik	A Dataset Decomposition Approach to Data Mining and Machine Discovery.	KDD	1997	DBLP BibTeX RDF
1	Blaz Zupan, John A. Halter	A Simulation and Optimization Environment for Models in Computational Neurobiology.	EUROSIM	1995	DBLP BibTeX RDF

Publications of "Blaz Zupan" ( http://dblp.L3S.de/Authors/Blaz_Zupan )