Janez Demsar
Janez Demsar
Faculty of Computer Science, University of Ljubljana
No verified email - Homepage
TitleCited byYear
Statistical comparisons of classifiers over multiple data sets
J Demšar
Journal of Machine learning research 7 (Jan), 1-30, 2006
77482006
Orange: data mining toolbox in Python
J Demšar, T Curk, A Erjavec, Č Gorup, T Hočevar, M Milutinovič, ...
The Journal of Machine Learning Research 14 (1), 2349-2353, 2013
6432013
Orange: From experimental machine learning to interactive data mining
J Demšar, B Zupan, G Leban, T Curk
European conference on principles of data mining and knowledge discovery …, 2004
4582004
Microarray data mining with visual programming
T Curk, J Demsar, Q Xu, G Leban, U Petrovic, I Bratko, G Shaulsky, ...
Bioinformatics 21 (3), 396-398, 2004
1722004
Nomograms for visualization of naive Bayesian classifier
M Možina, J Demšar, M Kattan, B Zupan
European Conference on Principles of Data Mining and Knowledge Discovery …, 2004
1422004
Epistasis analysis with global transcriptional phenotypes
N Van Driessche, J Demsar, EO Booth, P Hill, P Juvan, B Zupan, A Kuspa, ...
Nature genetics 37 (5), 471, 2005
1192005
Learning by discovering concept hierarchies
B Zupan, M Bohanec, J Demšar, I Bratko
Artificial Intelligence 109 (1-2), 211-242, 1999
1161999
A combinatorial approach to graphlet counting
T Hočevar, J Demšar
Bioinformatics 30 (4), 559-565, 2014
1122014
Machine learning for survival analysis: a case study on recurrence of prostate cancer
B Zupan, J DemšAr, MW Kattan, JR Beck, I Bratko
Artificial intelligence in medicine 20 (1), 59-75, 2000
1022000
Nomograms for visualizing support vector machines
A Jakulin, M Možina, J Demšar, I Bratko, B Zupan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
862005
GenePath: a system for automated construction of genetic networks from mutant data
B Zupan, J Demsar, I Bratko, P Juvan, JA Halter, A Kuspa, G Shaulsky
Bioinformatics 19 (3), 383-389, 2003
822003
Machine learning by function decomposition
B Zupan, M Bohanec, I Bratko, J Demsar
ICML, 421-429, 1997
821997
Visualization-based cancer microarray data classification analysis
M Mramor, G Leban, J Demšar, B Zupan
Bioinformatics 23 (16), 2147-2154, 2007
802007
Predictive model for survival at the conclusion of a damage control laparotomy
N Aoki, MJ Wall, J Demsar, B Zupan, T Granchi, MA Schreiber, ...
The American journal of surgery 180 (6), 540-545, 2000
802000
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
A Benavoli, G Corani, J Demšar, M Zaffalon
The Journal of Machine Learning Research 18 (1), 2653-2688, 2017
692017
Feature transformation by function decomposition
B Zupan, M Bohanec, J Demšar, I Bratko
Feature Extraction, Construction and Selection, 325-340, 1998
691998
Attribute interactions in medical data analysis
A Jakulin, I Bratko, D Smrke, J Demšar, B Zupan
Conference on Artificial Intelligence in Medicine in Europe, 229-238, 2003
652003
Feature mining and predictive model construction from severe trauma patient's data
J Demšar, B Zupan, N Aoki, MJ Wall, TH Granchi, JR Beck
International journal of medical informatics 63 (1-2), 41-50, 2001
532001
FreeViz—An intelligent multivariate visualization approach to explorative analysis of biomedical data
J Demšar, G Leban, B Zupan
Journal of biomedical informatics 40 (6), 661-671, 2007
512007
Open-source tools for data mining
B Zupan, J Demsar
Clinics in laboratory medicine 28 (1), 37-54, 2008
472008
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