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101

Applications of symbolic machine learning to ecological modelling

Sašo Džeroski

Journal:

Ecological Modelling

Year:

2001

Language:

english

File:

PDF, 173 KB

english, 2001

102

Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships

Škunca, Nives, Bošnjak, Matko, Kriško, Anita, Panov, Panče, Džeroski, Sašo, Šmuc, Tomislav, Supek, Fran, Rzhetsky, Andrey

Journal:

PLoS Computational Biology

Year:

2013

Language:

english

File:

PDF, 1.85 MB

english, 2013

103

Using machine learning techniques in the construction of models I. Introduction

B. Kompare, I. Bratko, F. Steinman, S. Džeroski

Journal:

Ecological Modelling

Year:

1994

Language:

english

File:

PDF, 751 KB

english, 1994

104

Using relational decision trees to model out-crossing rates in a multi-field setting

Debeljak, Marko, Trajanov, Aneta, Stojanova, Daniela, Leprince, Florence, Džeroski, Sašo

Journal:

Ecological Modelling

Year:

2012

Language:

english

File:

PDF, 602 KB

english, 2012

105

The influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystems

Čerepnalkoski, Darko, Taškova, Katerina, Todorovski, Ljupčo, Atanasova, Nataša, Džeroski, Sašo

Journal:

Ecological Modelling

Year:

2012

Language:

english

File:

PDF, 2.09 MB

english, 2012

106

Evaluation of biomarkers of exposure and effects of mercury using machine-learning methods

Darija Gibičar, Dragi Kocev, Bernard Zenko, Milena Horvat, Saso Dzeroski, Vesna Fajon, Barbara Mazzola

Journal:

Toxicology Letters

Year:

2006

Language:

english

File:

PDF, 77 KB

english, 2006

107

Finding explained groups of time-course gene expression profiles with predictive clustering trees

Slavkov, Ivica, Gjorgjioski, Valentin, Struyf, Jan, Džeroski, Sašo

Journal:

Molecular BioSystems

Year:

2010

Language:

english

File:

PDF, 2.67 MB

english, 2010

108

Dealing with spatial autocorrelation when learning predictive clustering trees

Stojanova, Daniela, Ceci, Michelangelo, Appice, Annalisa, Malerba, Donato, Džeroski, Sašo

Journal:

Ecological Informatics

Year:

2013

Language:

english

File:

PDF, 1.92 MB

english, 2013

109

Changes of poultry faecal microbiota associated with Clostridium difficile colonisation

Skraban, Jure, Dzeroski, Saso, Zenko, Bernard, Tusar, Livija, Rupnik, Maja

Journal:

Veterinary Microbiology

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

110

Habitat modeling with single- and multi-target trees and ensembles

Kocev, Dragi, Džeroski, Sašo

Journal:

Ecological Informatics

Year:

2013

Language:

english

File:

PDF, 1.53 MB

english, 2013

111

Encyclopedia of Ecology || Data Mining

Year:

2008

Language:

english

File:

PDF, 438 KB

english, 2008

112

Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction

Stojanova, Daniela, Ceci, Michelangelo, Malerba, Donato, Dzeroski, Saso

Journal:

BMC Bioinformatics

Year:

2013

Language:

english

File:

PDF, 492 KB

english, 2013

113

Development of a knowledge library for automated watershed modeling

Škerjanec, Mateja, Atanasova, Nataša, Čerepnalkoski, Darko, Džeroski, Sašo, Kompare, Boris

Journal:

Environmental Modelling & Software

Year:

2014

Language:

english

File:

PDF, 1.89 MB

english, 2014

114

Personality Traits in Miners with Past Occupational Elemental Mercury Exposure

Darja Kobal Grum, Alfred B. Kobal, Niko Arnerič, Milena Horvat, Bernard Ženko, Sašo Džeroski and Joško Osredkar

Journal:

Environmental Health Perspectives

Year:

2006

Language:

english

File:

PDF, 2.08 MB

english, 2006

115

Inductive Databases and Constraint-Based Data Mining ||

Džeroski, Sašo, Goethals, Bart, Panov, Panče

Year:

2010

Language:

english

File:

PDF, 5.46 MB

english, 2010

116

Model-Tree Ensembles for noise-tolerant system identification

Aleksovski, Darko, Kocijan, Juš, Džeroski, Sašo

Journal:

Advanced Engineering Informatics

Year:

2015

Language:

english

File:

PDF, 913 KB

english, 2015

117

Multi-relational data mining

Džeroski, Sašo

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 1.63 MB

english, 2003

118

[IEEE 2014 European Control Conference (ECC) - Strasbourg, France (2014.6.24-2014.6.27)] 2014 European Control Conference (ECC) - Model Tree Ensembles for the Identification of Multiple-Output Systems

Aleksovski, Darko, Kocijan, Jus, Dzeroski, Sasso

Year:

2014

Language:

english

File:

PDF, 459 KB

english, 2014

119

THE UTILITY OF BACKGROUND KNOWLEDGE IN LEARNING MEDICAL DIAGNOSTIC RULES

LAVRAČ, NADA, DŽEROSKI, SAŠO, PIRNAT, VLADIMIR, KRIŽMAN, VILJEM

Journal:

Applied Artificial Intelligence

Year:

1993

Language:

english

File:

PDF, 661 KB

english, 1993

120

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Mining association rules in multiple relations

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 600 KB

english, 1997

121

Modeling water outflow from tile-drained agricultural fields

Kuzmanovski, Vladimir, Trajanov, Aneta, Leprince, Florence, Džeroski, Sašo, Debeljak, Marko

Journal:

Science of The Total Environment

Year:

2015

Language:

english

File:

PDF, 1.66 MB

english, 2015

122

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams

Ikonomovska, Elena, Driessens, Kurt, Dzeroski, Saso, Gama, Joao

Year:

2011

Language:

english

File:

PDF, 1.62 MB

english, 2011

123

[Lecture Notes in Computer Science] Discovery Science Volume 8777 || Antipattern Discovery in Ethiopian Bagana Songs

Džeroski, Sašo, Panov, Panče, Kocev, Dragi, Todorovski, Ljupčo

Year:

2014

Language:

english

File:

PDF, 810 KB

english, 2014

124

Diterpene structure elucidation from 13cnmr spectra with inductive logic programming

Dzeroski, Saso, Schulze-Kremer, Steffen, Heidtke, Karsten, Siems, Karsten, Wettschereck, Dietrich, Blockeel, Hendrik

Journal:

Applied Artificial Intelligence

Year:

1998

Language:

english

File:

PDF, 330 KB

english, 1998

125

[IEEE Comput. Soc 2001 IEEE International Conference on Data Mining - San Jose, CA, USA (29 Nov.-2 Dec. 2001)] Proceedings 2001 IEEE International Conference on Data Mining - A comparison of stacking with meta decision trees to bagging, boosting, and stacking with other methods

Zenko, B., Todorovski, L., Dzeroski, S.

Year:

2001

Language:

english

File:

PDF, 189 KB

english, 2001

126

Online tree-based ensembles and option trees for regression on evolving data streams

Ikonomovska, Elena, Gama, João, Džeroski, Sašo

Journal:

Year:

2015

Language:

english

File:

PDF, 797 KB

english, 2015

127

Learning ensembles of population dynamics models and their application to modelling aquatic ecosystems

Simidjievski, Nikola, Todorovski, Ljupčo, Džeroski, Sašo

Journal:

Ecological Modelling

Year:

2015

Language:

english

File:

PDF, 1.65 MB

english, 2015

128

MACHINE LEARNING OF MORPHOSYNTACTIC STRUCTURE: LEMMATIZING UNKNOWN SLOVENE WORDS

ERJAVEC, TOMAŽ, DŽEROSKI, SASČO

Journal:

Applied Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 339 KB

english, 2004

129

The importance of the label hierarchy in hierarchical multi-label classification

Levatić, Jurica, Kocev, Dragi, Džeroski, Sašo

Journal:

Journal of Intelligent Information Systems

Year:

2015

Language:

english

File:

PDF, 1.52 MB

english, 2015

130

Weakening the language bias in LINUS

LAVRAČ, NADA, DŽEROSKI, SAŠO

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

1994

Language:

english

File:

PDF, 1018 KB

english, 1994

131

Community structure models are improved by exploiting taxonomic rank with predictive clustering trees

Levatić, Jurica, Kocev, Dragi, Debeljak, Marko, Džeroski, Sašo

Journal:

Ecological Modelling

Year:

2015

Language:

english

File:

PDF, 1.76 MB

english, 2015

132

[IEEE 2008 2nd International Conference on Bioinformatics and Biomedical Engineering - Shanghai, China (2008.05.16-2008.05.18)] 2008 2nd International Conference on Bioinformatics and Biomedical Engineering - A Comparison of Validation Indices for Evaluation of Clustering Results of DNA Microarray Data

Ristevski, Blagoj, Loshkovska, Suzana, Dzeroski, Sasho, Slavkov, Ivica

Year:

2008

Language:

english

File:

PDF, 120 KB

english, 2008

133

[Lecture Notes in Computer Science] Discovery Science Volume 8777 ||

Džeroski, Sašo, Panov, Panče, Kocev, Dragi, Todorovski, Ljupčo

Year:

2014

Language:

english

File:

PDF, 19.21 MB

english, 2014

134

[Lecture Notes in Computer Science] Discovery Science Volume 8777 || Link Prediction on the Semantic MEDLINE Network

Džeroski, Sašo, Panov, Panče, Kocev, Dragi, Todorovski, Ljupčo

Year:

2014

Language:

english

File:

PDF, 207 KB

english, 2014

135

Noise detection and elimination in data preprocessing: Experiments in medical domains

Gamberger, Dragan, Lavrac, Nada, Dzeroski, Saso

Journal:

Applied Artificial Intelligence

Year:

2000

Language:

english

File:

PDF, 315 KB

english, 2000

136

Candida and Fusarium species known as opportunistic human pathogens from customer-accessible parts of residential washing machines

Babič, Monika Novak, Zalar, Polona, Ženko, Bernard, Schroers, Hans-Josef, Džeroski, Sašo, Gunde-Cimerman, Nina

Journal:

Year:

2015

Language:

english

File:

PDF, 2.51 MB

english, 2015

137

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Learning phonetic rules in a speech recognition system

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 651 KB

english, 1997

138

ADP-Ribosylation Factor Guanine Nucleotide-Exchange Factor 2 (ARFGEF2): A New Potential Biomarker in Huntington's Disease

Lovrecic, L., Slavkov, I., Dzeroski, S., Peterlin, B.

Journal:

Journal of International Medical Research

Year:

2010

Language:

english

File:

PDF, 174 KB

english, 2010

139

Halophily reloaded: new insights into the extremophilic life-style ofWallemiawith the description ofWallemia hederaesp. nov

Jančič, Sašo, Zalar, Polona, Kocev, Dragi, Schroers, Hans-Josef, Džeroski, Sašo, Gunde-Cimerman, Nina

Journal:

Fungal Diversity

Year:

2016

Language:

english

File:

PDF, 2.80 MB

english, 2016

140

[ACM Press the fifth annual workshop - Pittsburgh, Pennsylvania, United States (1992.07.27-1992.07.29)] Proceedings of the fifth annual workshop on Computational learning theory - COLT '92 - PAC-learnability of determinate logic programs

Džeroski, Sašo, Muggleton, Stephen, Russell, Stuart

Year:

1992

Language:

english

File:

PDF, 877 KB

english, 1992

141

[Lecture Notes in Computer Science] Discovery Science Volume 8777 || Failure Prediction – An Application in the Railway Industry

Džeroski, Sašo, Panov, Panče, Kocev, Dragi, Todorovski, Ljupčo

Year:

2014

Language:

english

File:

PDF, 634 KB

english, 2014

142

Improving bag-of-visual-words image retrieval with predictive clustering trees

Dimitrovski, Ivica, Kocev, Dragi, Loskovska, Suzana, Džeroski, Sašo

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 4.17 MB

english, 2015

143

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Knowledge discovery in databases: An overview

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.15 MB

english, 1997

144

Inductive learning in deductive databases

Dzeroski, S., Lavrac, N.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

1993

Language:

english

File:

PDF, 1.18 MB

english, 1993

145

HYBRID DECISION TREE ARCHITECTURE UTILIZING LOCAL SVMs FOR EFFICIENT MULTI-LABEL LEARNING

GJORGJEVIKJ, DEJAN, MADJAROV, GJORGJI, DŽEROSKI, SAŠO

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 1.09 MB

english, 2013

146

Predicting long-term population dynamics with bagging and boosting of process-based models

Simidjievski, Nikola, Todorovski, Ljupčo, Džeroski, Sašo

Journal:

Expert Systems with Applications

Year:

2015

Language:

english

File:

PDF, 7.92 MB

english, 2015

147

A report on the fourth international workshop on environmental applications of machine learning (EAML 2004)

Dzeroski, Saso, Ženko, Bernard, Debeljak, Marko

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

Language:

english

File:

PDF, 65 KB

english, 2004

148

Multi-relational data mining

Džeroski, Sašo, De Raedt, Luc

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2002

Language:

english

File:

PDF, 67 KB

english, 2002

149

Multirelational data mining 2003

Dzeroski, Saso, De Raedt, Luc, Wrobel, Stefan

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 44 KB

english, 2003

150

Inductive logic programming and learnability

Kietz, Jörg-Uwe, Džeroski, Sašo

Journal:

ACM SIGART Bulletin

Year:

1994

Language:

english

File:

PDF, 1.15 MB

english, 1994