Cobiss
2009
Petra Kralj Novak, Nada Lavrač, Geoff I. Webb
Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining
Journal of Machine Learning Research,
JMLR 10(Feb):377--403, 2009.
[ps] [pdf] [bib] [link]
Petra Kralj Novak, Nada Lavrač, Dragan Gamberger, Antonija Krstačić
CSM-SD: Methodology for contrast set mining through subgroup discovery
Journal of Biomedical Informatics,
JBI 41(1):113-122 , 2009.
[link] [bib]
2008
Gemma C. Garriga , Petra Kralj, Nada Lavrač
Closed Sets for Labeled Data
Journal of Machine Learning Research,
JMLR 9(Apr):559--580, 2008.
[ps] [pdf] [bib] [link]
2007
Petra Kralj, Nada Lavrač, Dragan Gamberger, Antonija Krstačić
Contrast Set Mining through Subgroup Discovery Applied to Brain Ischaemia Data
In Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007),
Springer, year 2007, pages 579-586.
[ps] [pdf] [bib]
Petra Kralj, Nada Lavrač, Dragan Gamberger, Antonija Krstačić
Contrast Set Mining for Distinguishing between Similar Diseases
In Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME 2007) ,
Springer, year 2007, page 109 - 118.
[ps] [pdf] [bib]
Nada Lavrač, Petra Kralj, Dragan Gamberger, Antonija Krstačić
Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data
In Proceedings of the11th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2007),
IFMBE, volume 16, year 2007, pages 157 - 161.
[ps] [pdf] [bib]
Petra Kralj, Nada Lavrač, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset, Jana Žel
A Prototype Decision Support System for GMO Traceability
Proceedings of the 10th International Multiconference Information Society (IS 2007),
year 2007, pages 214 - 217.
[ps] [pdf] [bib]
Matjaž Hren, Jana Boben, Ana Rotter, Petra Kralj, Kristina Gruden, Maja Ravnikar
Real-time PCR detection systems for Flavescence dorée and Bois noir phytoplasmas in grapevine:
comparision with conventional PCR detection and application in diagnostics
Plant Pathology, year 2007, vol. 56, pages 785-796.
[link] [bib]
Jože Jenkole, Petra Kralj, Nada Lavrač, Alojzij Sluga
A Data Mining Experiment on Manufacturing Shop Floor Data
Proceedings of the 40th International Seminar on Manufacturing Systems (CIRP 2007)
year 2007, 6 pages.
[ps] [pdf] [bib]
2006
Gemma C. Garriga, Petra Kralj, Nada Lavrač
Closed Sets for Labeled Data
In Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery (PKDD 2006),
Springer, ISBN 978-3-540-45374-1, year 2006, pages 163-174.
[ps] [pdf] [bib]
Petra Kralj, Ana Rotter, Nataša Toplak, Kristina Gruden, Nada Lavrač, Gemma C. Garriga
Application of closed itemset mining for class labeled data in functional genomics
Informatica Medica Slovenica, ISSN = 1318-2129,
year 2006, number 1, pages 40-45.
[ps] [pdf] [bib]
2005
Petra Kralj, Nada Lavrač, Blaž Zupan, Dragan Gamberger
Experimental Comparison of Three Subgroup Discovery Algorithms: Analysing Brain Ischemia Data
In Proceedings of the 8th International Multiconference Information Society (IS 2005),
year 2005, pages 220-223.
[ps] [pdf] [bib]
Petra Kralj, Nada Lavrač, Blaž Zupan
Subgroup Visualization
In Proceedings of the 8th International Multiconference Information Society (IS 2005),
year 2005, pages 228-231.
[ps] [pdf] [bib]
