PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Petra Kralj

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Number of EPrints submitted by this user: 9

Closed sets for labeled data
Gemma C. Garriga, Petra Kralj and Nada Lavrac
In: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, 18 - 22 Sep 2006, Berlin, Germany.

Application of closed itemset mining for class labeled data in functional genomics
Petra Kralj, Ana Grubesic, Kristina Gruden, Nada Lavrac and Gemma Casas-Garriga
Informatica Medica Slovenica Number 1, pp. 40-45, 2006. ISSN 1318-2129

Contrast Set Mining through Subgroup Discovery Applied to Brain Ischaemia Data
Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić
In: the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), 22-25 May 2007, Nanjing, China.

Contrast Set Mining for Distinguishing between Similar Diseases
Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić
In: 11th Conference on Artificial Intelligence in Medicine (AIME 07), 07-11 July 2007, Amsterdam, The Netherlands.

Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data
Nada Lavrac, Petra Kralj, Dragan Gamberger and Antonija Krstačić
In: the11th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2007), 26-39 Jun 2007, Ljubljana, Slovenia.

A Prototype Decision Support System for GMO Traceability
Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel
In: Conference on Data Mining and Data Warehouses (SiKDD 2007), 12 Oct 2007, Ljubljana, Slovenia.

A Prototype Decision Support System for GMO Traceability
Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel
In: Conference on Data Mining and Data Warehouses (SiKDD 2007), 12 Oct 2007, Ljubljana, Slovenia.

Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining
Petra Kralj, Nada Lavrac and Geoffrey I. Webb
Journal of Machine Learning Research Volume 10, pp. 377-403, 2009.

CSM-SD: Methodology for contrast set mining through subgroup discovery
Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić
Journal of Biomedical Informatics Volume 42, Number 1, pp. 113-122, 2009.