Items where Division is "Faculty of Computer and Information Science > Artificial Intelligence Laboratory"

Article

Anup Parikh and Edward Roshan Miranda and Mariko Katoh-Kurasawa and Danny Fuller and Gregor Rot and Lan Zagar and Tomaz Curk and Richard Sucgang and Rui Chen and Blaz Zupan and William F Loomis and Adam Kuspa and Gad Shaulsky (2010) Conserved developmental transcriptomes in evolutionarily divergent species. Genome Biology, 11 . R35.

Marko Toplak and Tomaz Curk and Janez Demsar and Blaz Zupan (2010) Does replication groups scoring reduce false positive rate in SNP interaction discovery?. BMC Genomics, 11 . p. 58.

Gregor Rot and Anup Parikh and Tomaz Curk and Adam Kuspa and Gad Shaulsky and Blaz Zupan (2009) dictyExpress: a Dictyostelium discoideum gene expression database with an explorative data analysis web-based interface. BMC Bioinformatics, 10 . p. 265.

Ricardo Franco-Duarte and Lan Umek and Blaz Zupan and Dorit Schuller (2009) Computational approaches for the genetic and phenotypic characterization of a Saccharomyces cerevisiae wine yeast collection. Yeast, 26 (12). pp. 675-692.

Tomaz Curk and Uros Petrovic and Gad Shaulsky and Blaz Zupan (2009) Rule-based clustering for gene promoter structure discovery. Methods of Information in Medicine, 48 (3). pp. 229-235.

Blaz Zupan and Janez Demsar (2008) Open-source tools for data mining. Clinics in Laboratory Medicine, 28 (1). pp. 37-54.

Minca Mramor and Gregor Leban and Janez Demsar and Blaz Zupan (2007) Visualization-based cancer microarray data classification analysis. Bioinformatics, 23 (16). pp. 2147-2154.

Gregor Leban and Blaz Zupan and Gaj Vidmar and Ivan Bratko (2006) VizRank: Data Visualization Guided by Machine Learning. Data Mining and Knowledge Discovery, 13 (2). pp. 119-136.

Peter Juvan and Janez Demsar and Gad Shaulsky and Blaz Zupan (2005) GenePath: from mutations to genetic networks and back. Nucleic Acids Res, 33 (Web Se). W749-W752.

Nancy Van Driessche and Janez Demsar and Ezgi O Booth and Paul Hill and Peter Juvan and Blaz Zupan and Adam Kuspa and Gad Shaulsky (2005) Epistasis analysis with global transcriptional phenotypes. Nature Genetics, 37 (5). pp. 471-477.

Aleks Jakulin (2004) Modelling Modelled.

Aleks Jakulin and Wray Buntine (2004) Analyzing the US Senate in 2003: Similarities, Networks, Clusters and Blocs.

Aleks Jakulin (2004) Information and Symmetry.

Aleks Jakulin (2004) Information-Theoretic Exploration and Evaluation of Models.

Aleks Jakulin and Irina Rish and Ivan Bratko (2004) Kikuchi-Bayes: Factorized Models for Approximate Classification in Closed Form.

Gregor Leban and Ivan Bratko and Uroš Petrovič and Tomaž Curk and Blaz Zupan (2004) VizRank: Finding Informative Data Projections in Functional Genomics by Machine Learning. Bioinformatics, 21 (3). pp. 413-414.

Aleks Jakulin and Ivan Bratko (2003) Quantifying and Visualizing Attribute Interactions: An Approach Based on Entropy.

Blaz Zupan and Janez Demšar and Ivan Bratko and Peter Juvan and John Halter and Adam Kuspa and Gad Shaulsky (2003) GenePath: a System for Automated Construction of Genetic Networks from Mutant Data. Bioinformatics, 19 (3). p. 383.

Book

Matej Guid (2017) Learn and Master Progressive Chess. Založba UL FRI, Ljubljana. ISBN 978-961-6209-96-0

Jure Žabkar and Martin Možina (2017) Zbirka nalog za predmet Osnove umetne inteligence. Založba FRI, Ljubljana.

Conference or Workshop Item

Dorian Šuc and Ivan Bratko (2005) Combining Learning Constraints and Numerical Regression. In: 19th Int. Joint Conf. on Artificial Intelligence, IJCAI-05, 30 July - 5 August 2005, Edinburgh, Scotland.

Aleks Jakulin and Martin Možina and Janez Demšar and Ivan Bratko and Blaz Zupan (2005) Nomograms for Visualizing Support Vector Machines. In: SIGKDD'05 Chicago, August 2005, Illinois, USA.

Gregor Leban and Minca Mramor and Ivan Bratko and Blaz Zupan (2005) Simple and Effective Visual Models for Gene Expression Cancer Diagnostics. In: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 21-24, 2005, Chicago, IL, USA.

Wray Buntine and Aleks Jakulin (2004) Applying Discrete PCA in Data Analysis. In: 20th Conference on Uncertainty in Artificial Intelligence (UAI), July, 2004, Banff, Alberta, Canada..

Dorian Šuc and Ivan Bratko and Claude Sammut (2004) Learning to Fly Simple and Robust. In: 15th European Conference on Machine Learning, ECML-2004.

Martin Možina and Janez Demšar and Michael W Kattan and Blaz Zupan (2004) Nomograms for Visualization of Naive Bayesian Classifier. In: European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), September 20-24, 2004, Pisa.

Aleks Jakulin and Ivan Bratko (2004) Testing the Significance of Attribute Interactions. In: Twenty-first International Conference on Machine Learning (ICML-2004), July, 2004, Banff, Canada.

Aleks Jakulin and Ivan Bratko (2003) Analyzing Attribute Dependencies. In: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2003), September 22-26, 2003, Cavtat, Croatia.

Aleks Jakulin and Ivan Bratko (2003) Analyzing Attribute Dependencies. In: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2003), September 22-26, 2003, Cavtat, Croatia.

Aleks Jakulin and Ivan Bratko and Dragica Smrke and Janez Demšar and Blaz Zupan (2003) Attribute Interactions in Medical Data Analysis. In: 9th Conference on Artificial Intelligence in Medicine in Europe (AIME 2003), October 18-22, 2003, Protaras, Cyprus.

Peter Juvan and Blaz Zupan and Gad Shaulsky (2003) Automated construction of genetic networks from mutant data. In: 5th Meeting of the Slovenian Biochemical Society, September 24-28, 2003, Ljubljana, Slovenia.

Dorian Šuc and Ivan Bratko (2003) Improving numerical prediction with qualitative constraints. In: ECML 2003 - 14th European Conference on Machine Learning, September 2003, Dubrovnik, Croatia.

Aleks Jakulin and Gregor Leban (2003) Interaktivna interakcijska analiza. In: 6th Information Society Conference (IS 2003), October 13-17, 2003, Ljubljana, Slovenia.

Aleksander Sadikov and Ivan Bratko and Igor Kononenko (2003) Search versus Knowledge: An Empirical Study of Minimax on KRK. In: Advances in Computer Games 10, November 24-27, 2003, Graz, Austria.

Peter Juvan and Blaz Zupan and Janez Demšar and Ivan Bratko and John A. Halter and Adam Kuspa and Gad Shaulsky (2001) Web-enabled knowledge-based analysis of genetic data. In: Second International Symposium on Medical Data Analysis, October 8-9, 2001, Madrid, Spain.

Aleks Jakulin (2000) Interactive Vegetation Rendering with Slicing and Blending. In: Eurographics 2000, 20-25 August, 2000, Interlaken, Switzerland.

Other

Janez Demšar (2005) Evidence-Based Medicine and Nursing Workshop: Material for the hands-on section. UNSPECIFIED. (Unpublished)

Thesis

Aleks Jakulin (2005) Machine Learning Based on Attribute Interactions. PhD thesis.

Aleks Jakulin (2003) Attribute Interactions in Machine Learning. MSc thesis.

Aleks Jakulin (1999) Strojno učenje s simplicialnimi kompleksi. EngD thesis.