dblp.uni-trier.dewww.dagstuhl.dewww.uni-trier.de

Saso Dzeroski Home Page Coauthor index pubzone.org

List of publications from the DBLP Bibliography Server - FAQ
Ask others: ACM DL/Guide - CiteSeerX - CSB - MetaPress - Google - Bing - Yahoo

DBLP keys2012
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniela Stojanova, Andrej Kobler, Peter Ogrinc, Bernard Zenko, Saso Dzeroski: Estimating the risk of fire outbreaks in the natural environment. Data Min. Knowl. Discov. 24(2): 411-442 (2012)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski: Hierarchical classification of diatom images using ensembles of predictive clustering trees. Ecological Informatics 7(1): 19-29 (2012)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski: Two stage architecture for multi-label learning. Pattern Recognition 45(3): 1019-1034 (2012)
2011
147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMitja Pugelj, Saso Dzeroski: Predicting Structured Outputs k-Nearest Neighbours Method. Discovery Science 2011: 262-276
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski: Global and Local Spatial Autocorrelation in Predictive Clustering Trees. Discovery Science 2011: 307-322
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniela Stojanova, Michelangelo Ceci, Annalisa Appice, Saso Dzeroski: Network Regression with Predictive Clustering Trees. ECML/PKDD (3) 2011: 333-348
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElena Ikonomovska, Saso Dzeroski: Regression on evolving multi-relational data streams. EDBT/ICDT Ph.D. Workshop 2011: 1-7
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama: Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. ICDM Workshops 2011: 697-704
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Inductive Databases and Constraint-Based Data Mining. ICFCA 2011: 1-17
141no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski: Speeding-Up Hoeffding-Based Regression Trees With Options. ICML 2011: 537-544
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski: Dual Layer Voting Method for Efficient Multi-label Classification. IbPRIA 2011: 232-239
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElena Ikonomovska, João Gama, Saso Dzeroski: Incremental multi-target model trees for data streams. SAC 2011: 988-993
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElena Ikonomovska, João Gama, Saso Dzeroski: Learning model trees from evolving data streams. Data Min. Knowl. Discov. 23(1): 128-168 (2011)
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski: Hierarchical annotation of medical images. Pattern Recognition 44(10-11): 2436-2449 (2011)
2010
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski: Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees. CLEF (Notebook Papers/LABs/Workshops) 2010
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski: Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification. ICPR Contests 2010: 152-161
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Relational Data Mining. Data Mining and Knowledge Discovery Handbook 2010: 887-911
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLeander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski: Predicting gene function using hierarchical multi-label decision tree ensembles. BMC Bioinformatics 11: 2 (2010)
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniela Stojanova, Pance Panov, Valentin Gjorgjioski, Andrej Kobler, Saso Dzeroski: Estimating vegetation height and canopy cover from remotely sensed data with machine learning. Ecological Informatics 5(4): 256-266 (2010)
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Pierre Geurts, Juho Rousu: Preface. Journal of Machine Learning Research - Proceedings Track 8: 1-2 (2010)
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Slavkov, Bernard Zenko, Saso Dzeroski: Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery. Journal of Machine Learning Research - Proceedings Track 8: 122-135 (2010)
2009
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski: ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. CLEF (2) 2009: 231-238
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPance Panov, Larisa N. Soldatova, Saso Dzeroski: Towards an Ontology of Data Mining Investigations. Discovery Science 2009: 257-271
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimo Aho, Bernard Zenko, Saso Dzeroski: Rule Ensembles for Multi-target Regression. ICDM 2009: 21-30
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreja Naumoski, Dragi Kocev, Natasa Atanasova, Kosta Mitreski, Svetislav Krstic, Saso Dzeroski: Predicting chemical parameters of the water from diatom abudance in lake Prespa and its tributaries. ITEE 2009: 264-277
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Pance Panov, Bernard Zenko: Machine Learning, Ensemble Methods in. Encyclopedia of Complexity and Systems Science 2009: 5317-5325
2008
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPance Panov, Saso Dzeroski, Larisa N. Soldatova: OntoDM: An Ontology of Data Mining. ICDM Workshops 2008: 752-760
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAleksandar Peckov, Saso Dzeroski, Ljupco Todorovski: A Minimal Description Length Scheme for Polynomial Regression. PAKDD 2008: 284-295
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernard Zenko, Saso Dzeroski: Learning Classification Rules for Multiple Target Attributes. PAKDD 2008: 454-465
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWill Bridewell, Pat Langley, Ljupco Todorovski, Saso Dzeroski: Inductive process modeling. Machine Learning 71(1): 1-32 (2008)
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCeline Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel: Decision trees for hierarchical multi-label classification. Machine Learning 73(2): 185-214 (2008)
2007
119no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski: Computational Discovery of Scientific Knowledge, Introduction, Techniques, and Applications in Environmental and Life Sciences Springer 2007
118no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Jan Struyf: Knowledge Discovery in Inductive Databases, 5th International Workshop, KDID 2006, Berlin, Germany, September 18, 2006, Revised Selected and Invited Papers Springer 2007
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Pat Langley, Ljupco Todorovski: Computational Discovery of Scientific Knowledge. Computational Discovery of Scientific Knowledge 2007: 1-14
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDimitar Hristovski, Borut Peterlin, Saso Dzeroski, Janez Stare: Literature Based Discovery Support System and Its Application to Disease Gene Identification. Computational Discovery of Scientific Knowledge 2007: 307-326
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Integrating Domain Knowledge in Equation Discovery. Computational Discovery of Scientific Knowledge 2007: 69-97
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Struyf, Saso Dzeroski: Clustering Trees with Instance Level Constraints. ECML 2007: 359-370
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnnalisa Appice, Saso Dzeroski: Stepwise Induction of Multi-target Model Trees. ECML 2007: 502-509
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski: Ensembles of Multi-Objective Decision Trees. ECML 2007: 624-631
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPance Panov, Saso Dzeroski: Combining Bagging and Random Subspaces to Create Better Ensembles. IDA 2007: 118-129
110no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnnalisa Appice, Saso Dzeroski: Inducing Multi-Target Model Trees in a Stepwise Fashion. SEBD 2007: 16-27
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKaterina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski: A Qualitative Decision-Support Model for Evaluating Researchers. Informatica (Slovenia) 31(4): 479-486 (2007)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Jan Struyf: 5th international workshop on knowledge discovery in inductive databases (KDID'06): workshop report. SIGKDD Explorations 9(1): 56-58 (2007)
2006
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaneli Mielikäinen, Pance Panov, Saso Dzeroski: Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. Discovery Science 2006: 161-172
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: From Inductive Logic Programming to Relational Data Mining. JELIA 2006: 1-14
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragi Kocev, Jan Struyf, Saso Dzeroski: Beam Search Induction and Similarity Constraints for Predictive Clustering Trees. KDID 2006: 134-151
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Towards a General Framework for Data Mining. KDID 2006: 259-300
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Valentin Gjorgjioski, Ivica Slavkov, Jan Struyf: Analysis of Time Series Data with Predictive Clustering Trees. KDID 2006: 63-80
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Leander Schietgat, Jan Struyf, Saso Dzeroski, Amanda Clare: Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics. PKDD 2006: 18-29
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski: First order random forests: Learning relational classifiers with complex aggregates. Machine Learning 64(1-3): 149-182 (2006)
2005
100no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt Driessens, Saso Dzeroski: Combining Model-Based and Instance-Based Learning for First Order Regression. BNAIC 2005: 341-342
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare: Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics. EPIA 2005: 272-283
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt Driessens, Saso Dzeroski: Combining model-based and instance-based learning for first order regression. ICML 2005: 193-200
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Struyf, Saso Dzeroski: Constraint Based Induction of Multi-objective Regression Trees. KDID 2005: 222-233
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernard Zenko, Saso Dzeroski, Jan Struyf: Learning Predictive Clustering Rules. KDID 2005: 234-250
95no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Relational Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 869-898
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Saso Dzeroski: Multi-Relational Data Mining 2005: workshop report. SIGKDD Explorations 7(2): 126-128 (2005)
2004
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Peter Ljubic: Inductive Queries on Polynomial Equations. Constraint-Based Mining and Inductive Databases 2004: 127-154
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Peter Ljubic: Inductive Databases of Polynomial Equations. DaWaK 2004: 159-168
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Peter Ljubic, Saso Dzeroski: Inducing Polynomial Equations for Regression. ECML 2004: 441-452
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCeline Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski: First Order Random Forests with Complex Aggregates. ILP 2004: 323-340
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Filip Zelezný, Saso Dzeroski: Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery. Local Pattern Detection 2004: 71-88
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomaz Erjavec, Saso Dzeroski: Machine Learning of Morphosyntactic Structure: Lemmatizing Unknown Slovene Words. Applied Artificial Intelligence 18(1): 17-41 (2004)
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Saso Dzeroski, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer: Experiments In Predicting Biodegradability. Applied Artificial Intelligence 18(2): 157-181 (2004)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Bernard Zenko: Is Combining Classifiers with Stacking Better than Selecting the Best One? Machine Learning 54(3): 255-273 (2004)
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt Driessens, Saso Dzeroski: Integrating Guidance into Relational Reinforcement Learning. Machine Learning 57(3): 271-304 (2004)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Hendrik Blockeel: Multi-relational data mining 2004: workshop report. SIGKDD Explorations 6(2): 140-141 (2004)
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Bernard Zenko, Marko Debeljak: A report on the fourth international workshop on environmental applications of machine learning (EAML 2004). SIGKDD Explorations 6(2): 155-156 (2004)
2003
82no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Boulicaut, Saso Dzeroski: Proceedings of the Second International Workshop on Inductive Databases, 22 September, Cavtat-Dubrovnik, Croatia Rudjer Boskovic Institute, Zagreb, Croatia 2003
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Peter Ljubic: Using Constraints in Discovering Dynamics. Discovery Science 2003: 297-305
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Boris Zmazek, Janja Vaupotic, Ivan Kobal: Modelling Soil Radon Concentration for Earthquake Prediction. Discovery Science 2003: 87-99
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Using Domain Specific Knowledge for Automated Modeling. IDA 2003: 48-59
78no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Peter Ljubic: Inductive Databases of Polynomial Equations. KDID 2003: 28-43
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Combining Classifiers with Meta Decision Trees. Machine Learning 50(3): 223-249 (2003)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Multi-relational data mining: an introduction. SIGKDD Explorations 5(1): 1-16 (2003)
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt: Multi-relational data mining: the current frontiers. SIGKDD Explorations 5(1): 100-101 (2003)
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Stefan Wrobel: Multirelational data mining 2003: workshop report. SIGKDD Explorations 5(2): 200-202 (2003)
2002
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Relational Reinforcement Learning for Agents in Worlds with Objects. Adaptive Agents and Multi-Agents Systems 2002: 306-322
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Hendrik Blockeel, Saso Dzeroski: Ranking with Predictive Clustering Trees. ECML 2002: 444-455
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernard Zenko, Saso Dzeroski: Stacking with an Extended Set of Meta-level Attributes and MLR. ECML 2002: 493-504
70no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt Driessens, Saso Dzeroski: Integrating Experimentation and Guidance in Relational Reinforcement Learning. ICML 2002: 115-122
69no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Bernard Zenko: Is Combining Classifiers Better than Selecting the Best One. ICML 2002: 123-130
68no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPat Langley, Javier Nicolás Sánchez, Ljupco Todorovski, Saso Dzeroski: Inducing Process Models from Continuous Data. ICML 2002: 347-354
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery. ILP 2002: 346-349
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Bernard Zenko: Stacking with Multi-response Model Trees. Multiple Classifier Systems 2002: 201-211
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt: Multi-Relational Data Mining: a Workshop Report. SIGKDD Explorations 4(2): 122-124 (2002)
2001
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Theory Revision in Equation Discovery. Discovery Science 2001: 389-400
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Pat Langley: Computational Discovery of Communicable Knowledge: Symposium Report. Discovery Science 2001: 45-49
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Using Domain Knowledge on Population Dynamics Modeling for Equation Discovery. ECML 2001: 478-490
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernard Zenko, Ljupco Todorovski, Saso Dzeroski: A Comparison of Stacking with Meta Decision Trees to Bagging, Boosting, and Stacking with other Methods. ICDM 2001: 669-670
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoaquim Comas, Saso Dzeroski, Karina Gibert, Ignasi R.-Roda, Miquel Sànchez-Marrè: Knowledge discovery by means of inductive methods in wastewater treatment plannt data. AI Commun. 14(1): 45-62 (2001)
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Kurt Driessens: Relational Reinforcement Learning. Machine Learning 43(1/2): 7-52 (2001)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter A. Flach, Saso Dzeroski: Editorial: Inductive Logic Programming is Coming of Age. Machine Learning 44(3): 207-209 (2001)
57no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Zdenek Zabokrtský: A Machine Learning Approach to Automatic Functor Assignment in the Prague Dependency Treebank. Prague Bull. Math. Linguistics 76: 35-44 (2001)
2000
56no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Cussens, Saso Dzeroski: Learning Language in Logic Springer 2000
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski, Ashwin Srinivasan, Jonathan Whiteley, David Gavaghan: Discovering the Structure of Partial Differential Equations from Example Behaviour. ICML 2000: 991-998
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDimitar Hristovski, Saso Dzeroski, Borut Peterlin, Anamarija Rozic-Hristovski: Supporting Discovery in Medicine by Association Rule Mining of Bibliographic Databases. PKDD 2000: 446-451
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Combining Multiple Models with Meta Decision Trees. PKDD 2000: 54-64
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Damjan Demsar, Jasna Grbovic: Predicting Chemical Parameters of River Water Quality from Bioindicator Data. Appl. Intell. 13(1): 7-17 (2000)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragan Gamberger, Nada Lavrac, Saso Dzeroski: Noise Detection and Elimination in data Proprocessing: Experiments in Medical Domains. Applied Artificial Intelligence 14(2): 205-223 (2000)
1999
50no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvan Bratko, Saso Dzeroski: Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 Morgan Kaufmann 1999
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Peter A. Flach: Inductive Logic Programming, 9th International Workshop, ILP-99, Bled, Slovenia, June 24-27, 1999, Proceedings Springer 1999
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Cussens, Saso Dzeroski, Tomaz Erjavec: Morphosyntactic Tagging of Slovene Using Progol. ILP 1999: 68-79
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Hendrik Blockeel, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer: Experiments in Predicting Biodegradability. ILP 1999: 80-91
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, James Cussens, Suresh Manandhar: An Introduction to Inductive Logic Programming and Learning Language in Logic. Learning Language in Logic 1999: 3-35
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Tomaz Erjavec: Learning to Lemmatise Slovene Words. Learning Language in Logic 1999: 69-88
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Saso Dzeroski, Jasna Grbovic: Simultaneous Prediction of Mulriple Chemical Parameters of River Water Quality with TILDE. PKDD 1999: 32-40
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Experiments in Meta-level Learning with ILP. PKDD 1999: 98-106
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nada Lavrac: Editorial. Data Min. Knowl. Discov. 3(1): 5-6 (1999)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski, Masayuki Numao: Inductive Logic Programming for Relational Knowledge Discovery. New Generation Comput. 17(1): 3-23 (1999)
1998
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nico Jacobs, Martín Molina, Carlos Moure: ILP Experiments in Detecting Traffic Problems. ECML 1998: 61-66
39no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ICML 1998: 136-143
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ILP 1998: 11-22
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuresh Manandhar, Saso Dzeroski, Tomaz Erjavec: Learning Multilingual Morphology with CLOG. ILP 1998: 135-144
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nico Jacobs, Martín Molina, Carlos Moure, Stephen Muggleton, Wim Van Laer: Detecting Traffic Problems with ILP. ILP 1998: 281-290
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Steffen Schulze-Kremer, Karsten R. Heidtke, Karsten Siems, Dietrich Wettschereck, Hendrik Blockeel: Diterpene Structure Elucidation from 13CNMR Spectra with Inductive Logic Programming. Applied Artificial Intelligence 12(5): 363-383 (1998)
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBlaz Zupan, Saso Dzeroski: Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology. Artificial Intelligence in Medicine 14(1-2): 101-117 (1998)
1997
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski: Inductive Logic Programming, 7th International Workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, Proceedings Springer 1997
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBlaz Zupan, Saso Dzeroski: Acquiring and Validating Background Knowledge for Machine Learning Using Function Decomposition. AIME 1997: 86-97
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, George Potamias, Vassilis Moustakis, Giorgos Charissis: Automated Revision of Expert Rules for Treating Acute Abdominal Pain in Children. AIME 1997: 98-109
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Declarative Bias in Equation Discovery. ICML 1997: 376-384
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYannis Dimopoulos, Saso Dzeroski, Antonis C. Kakas: Integrating Explanatory and Descriptive Learning in ILP. IJCAI (2) 1997: 900-907
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Tomaz Erjavec: Induction of Slovene Nominal Paradigms. ILP 1997: 141-148
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWim Van Laer, Luc De Raedt, Saso Dzeroski: On Multi-class Problems and Discretization in Inductive Logic Programming. ISMIS 1997: 277-286
1996
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragan Gamberger, Nada Lavrac, Saso Dzeroski: Noise Elimination in Inductive Concept Learning: A Case Study in Medical Diagnosois. ALT 1996: 199-212
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Steffen Schulze-Kremer, Karsten R. Heidtke, Karsten Siems, Dietrich Wettschereck: Applying ILP to Diterpene Structure Elucidation from 13C NMR Spectra. Inductive Logic Programming Workshop 1996: 41-54
24no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Inductive Logic Programming and Knowledge Discovery in Databases. Advances in Knowledge Discovery and Data Mining 1996: 117-152
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Irene Weber, Darko Zupanic, Dimitar Kazakov, Olga Stepánková, Saso Dzeroski: ILPNET Repositories on WWW: Inductive Logic Programming Systems, Datasets and Bibliography. AI Commun. 9(4): 157-206 (1996)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski: A Reply to Pazzani's Book Review of "Inductive Logic Programming: Techniques and Applications". Machine Learning 23(1): 109-111 (1996)
1995
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski, Tanja Urbancic: Handling Real Numbers in ILP: A Step Towards Better Behavioural Clones (Extended Abstract). ECML 1995: 283-286
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Knowledge Discovery in a Water Quality Database. KDD 1995: 81-86
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Learning First-order Clausal Theories in the Presence of Noise. SCAI 1995: 51-60
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski: Discovering Dynamics: From Inductive Logic Programming to Machine Discovery. J. Intell. Inf. Syst. 4(1): 89-108 (1995)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvan Bratko, Saso Dzeroski: Engineering Applications of ILP. New Generation Comput. 13(3&4): 313-333 (1995)
1994
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski: Inductive logic programming - techniques and applications. Ellis Horwood 1994: I-XIX, 1-293
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Igor Petrovski: Discovering Dynamics with Genetic Programming. ECML 1994: 347-350
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Saso Dzeroski: First-Order jk-Clausal Theories are PAC-Learnable. Artif. Intell. 70(1-2): 375-392 (1994)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski: Weakening the language bias in LINUS. J. Exp. Theor. Artif. Intell. 6(1): 95-119 (1994)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJörg-Uwe Kietz, Saso Dzeroski: Inductive Logic Programming and Learnability. SIGART Bulletin 5(1): 22-32 (1994)
1993
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Stephen Muggleton, Stuart J. Russell: Learnability of Constrained Logic Programs. ECML 1993: 342-347
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Ljupco Todorovski: Discovering Dynamics. ICML 1993: 97-103
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Nada Lavrac, Saso Dzeroski: Multiple Predicate Learning. IJCAI 1993: 1037-1043
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Handling Imperfetc Data in Inductive Logic Programming. SCAI 1993: 111-125
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski, Vladimir Pirnat, Viljem Krizman: The utility of background knowledge in learning medical diagnostic rules. Applied Artificial Intelligence 7(3): 273-293 (1993)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nada Lavrac: Inductive Learning in Deductive Databases. IEEE Trans. Knowl. Data Eng. 5(6): 939-949 (1993)
1992
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski: Background Knowledge and Declarative Bias in Inductive Concept Learning. AII 1992: 51-71
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Stephen Muggleton, Stuart J. Russell: PAC-Learnability of Determinate Logic Programs. COLT 1992: 128-135
1991
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski, Marko Grobelnik: Learning Nonrecursive Definitions of Relations with LINUS. EWSL 1991: 265-281
2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nada Lavrac: Learning Relations from Noisy Examples: An Empirical Comparison of LINUS and FOIL. ML 1991: 399-402
1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNada Lavrac, Saso Dzeroski, Vladimir Pirnat, Viljem Krizman: Learning Rules for Early Diagnosis of Rheumatic Diseases. SCAI 1991: 138-149

Coauthor Index

1Timo Aho [127]
2Annalisa Appice [110] [113] [145] [146]
3Anneleen Van Assche [90] [101]
4Natasa Atanasova [126]
5Hendrik Blockeel [35] [38] [39] [44] [47] [72] [84] [87] [90] [94] [99] [101] [102] [120] [133]
6Marko Bohanec [109]
7Jean-François Boulicaut [82]
8Ivan Bratko [17] [50]
9Will Bridewell [121]
10Michelangelo Ceci [145] [146]
11Giorgos Charissis [31]
12Amanda Clare [99] [102]
13Joaquim Comas [60]
14James Cussens [46] [48] [56]
15Marko Debeljak [83]
16Damjan Demsar [52]
17Ivica Dimitrovski [129] [135] [136] [137] [149]
18Yannis Dimopoulos [29]
19Kurt Driessens [59] [70] [85] [98] [100] [143]
20Tomaz Erjavec [28] [37] [45] [48] [88]
21Peter A. Flach [49] [58]
22João Gama (Joao Gama) [138] [139] [141] [143]
23Dragan Gamberger [26] [51]
24David Gavaghan [55]
25Pierre Geurts [131]
26Karina Gibert [60]
27Dejan Gjorgjevikj [140] [148]
28Valentin Gjorgjioski [103] [132]
29Jasna Grbovic [44] [52]
30Marko Grobelnik [3]
31Karsten R. Heidtke [25] [35]
32Dimitar Hristovski [54] [116]
33Elena Ikonomovska [138] [139] [141] [143] [144]
34Nico Jacobs [36] [40]
35Antonis C. Kakas [29]
36Dimitar Kazakov [23]
37Jörg-Uwe Kietz [12]
38Ivan Kobal [80]
39Andrej Kobler [132] [150]
40Dragi Kocev [105] [112] [126] [129] [133] [135] [136] [137] [149]
41Boris Kompare [47] [87]
42Stefan Kramer [47] [87]
43Viljem Krizman [1] [7]
44Svetislav Krstic [126]
45Wim Van Laer [27] [36] [47] [87]
46Pat Langley [63] [68] [117] [121]
47Nada Lavrac [1] [2] [3] [5] [6] [7] [9] [13] [16] [22] [23] [26] [33] [41] [42] [51] [89]
48Peter Ljubic [78] [81] [91] [92] [93]
49Suzana Loskovska [129] [135] [136] [137] [149]
50Gjorgji Madjarov [140] [148]
51Donato Malerba [146]
52Suresh Manandhar [37] [46]
53Taneli Mielikäinen [107]
54Kosta Mitreski [126]
55Martin Molina (Martín Molina) [36] [40]
56Carlos Moure [36] [40]
57Vassilis Moustakis [31]
58Stephen Muggleton [4] [11] [36]
59Andreja Naumoski [126]
60Masayuki Numao [41]
61Peter Ogrinc [150]
62Pance Panov [107] [111] [124] [125] [128] [132]
63Aleksandar Peckov [123]
64Borut Peterlin [54] [116]
65Igor Petrovski [15]
66Bernhard Pfahringer [47] [87]
67Vladimir Pirnat [1] [7]
68George Potamias [31]
69Mitja Pugelj [147]
70Luc De Raedt [9] [14] [27] [38] [39] [59] [65] [74] [75]
71Ignasi Rodríguez-Roda (Ignasi R.-Roda) [60]
72Juho Rousu [131]
73Anamarija Rozic-Hristovski [54]
74Stuart J. Russell [4] [11]
75Javier Nicolás Sánchez [68]
76Miquel Sànchez-Marrè [60]
77Leander Schietgat [102] [120] [133]
78Steffen Schulze-Kremer [25] [35]
79Karsten Siems [25] [35]
80Ivica Slavkov [103] [130]
81Larisa N. Soldatova [124] [128]
82Ashwin Srinivasan [55]
83Janez Stare [116]
84Olga Stepánková [23]
85Daniela Stojanova [109] [132] [145] [146] [150]
86Jan Struyf [96] [97] [99] [102] [103] [105] [108] [112] [114] [118] [120] [133]
87Katerina Taskova [109]
88Ljupco Todorovski [10] [18] [21] [30] [43] [53] [55] [61] [62] [64] [68] [72] [77] [78] [79] [80] [81] [91] [92] [93] [115] [117] [119] [121] [123]
89Tanja Urbancic [21]
90Janja Vaupotic [80]
91Celine Vens [90] [101] [112] [120] [133]
92Irene Weber [23]
93Dietrich Wettschereck [25] [35]
94Jonathan Whiteley (Jonathan Patrick Whiteley) [55]
95Stefan Wrobel [74]
96Zdenek Zabokrtský [57]
97Filip Zelezný [89]
98Bernard Zenko [61] [66] [69] [71] [83] [86] [96] [122] [125] [127] [130] [141] [150]
99Boris Zmazek [80]
100Blaz Zupan [32] [34]
101Darko Zupanic [23]

Colors in the list of coauthors

Last update Tue May 29 20:41:18 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page