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DBLP keys2009
124Electronic 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
123Electronic 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
122Electronic 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
121Electronic 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
120Electronic 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
119Electronic 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
118Electronic 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)
117Electronic 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
116no 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
115no 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
114Electronic 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
113Electronic 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
112Electronic 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
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Struyf, Saso Dzeroski: Clustering Trees with Instance Level Constraints. ECML 2007: 359-370
110Electronic 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
109Electronic 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
108Electronic 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
107no 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
106Electronic 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)
105Electronic 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
104Electronic 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
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: From Inductive Logic Programming to Relational Data Mining. JELIA 2006: 1-14
102Electronic 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
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Towards a General Framework for Data Mining. KDID 2006: 259-300
100Electronic 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
99Electronic 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
98Electronic 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
97no 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
96Electronic 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
95Electronic 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
94Electronic 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
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernard Zenko, Saso Dzeroski, Jan Struyf: Learning Predictive Clustering Rules. KDID 2005: 234-250
92no 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
91Electronic 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
90Electronic 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
89Electronic 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
88Electronic 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
87Electronic 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
86Electronic 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
85Electronic 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)
84Electronic 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)
83Electronic 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)
82Electronic 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)
81Electronic 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)
80Electronic 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
79no 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
78Electronic 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
77Electronic 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
76Electronic 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
75no 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
74no EE 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)
73Electronic 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)
72Electronic 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)
71Electronic 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
70Electronic 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
69Electronic 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
68Electronic 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
67no 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
66no 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
65no 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
64Electronic 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
63Electronic 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
62Electronic 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
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Theory Revision in Equation Discovery. Discovery Science 2001: 389-400
60Electronic 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
59Electronic 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
58Electronic 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
57no EE 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)
56no EE 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)
55no EE 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)
2000
54no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Cussens, Saso Dzeroski: Learning Language in Logic Springer 2000
53no 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
52Electronic 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
51Electronic 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
50no EE 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)
49no EE 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
48no 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
47no 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
46Electronic 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
45Electronic 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
44Electronic 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
43Electronic 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
42no EE 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
41no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Experiments in Meta-level Learning with ILP. PKDD 1999: 98-106
40no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Nada Lavrac: Editorial. Data Min. Knowl. Discov. 3(1): 5-6 (1999)
39no EE 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
38Electronic 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
37no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ICML 1998: 136-143
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ILP 1998: 11-22
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuresh Manandhar, Saso Dzeroski, Tomaz Erjavec: Learning Multilingual Morphology with CLOG. ILP 1998: 135-144
34no EE 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
33Electronic 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)
32no EE 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
31no 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
30no EE 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
29no EE 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
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLjupco Todorovski, Saso Dzeroski: Declarative Bias in Equation Discovery. ICML 1997: 376-384
27no 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
26no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Tomaz Erjavec: Induction of Slovene Nominal Paradigms. ILP 1997: 141-148
25Electronic 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
24no EE 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
23no EE 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
22no 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
21no EE 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)
20no EE 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
19Electronic 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
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski: Knowledge Discovery in a Water Quality Database. KDD 1995: 81-86
17no 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
16no EE 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)
15no EE 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
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaso Dzeroski, Igor Petrovski: Discovering Dynamics with Genetic Programming. ECML 1994: 347-350
13no EE 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)
12no EE 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
7no EE 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
5no EE 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

1Annalisa Appice [107] [110]
2Anneleen Van Assche [87] [98]
3Natasa Atanasova [123]
4Hendrik Blockeel [33] [36] [37] [42] [45] [69] [81] [84] [87] [91] [96] [98] [99] [117]
5Marko Bohanec [106]
6Jean-François Boulicaut [79]
7Ivan Bratko [15] [48]
8Will Bridewell [118]
9Giorgos Charissis [29]
10Amanda Clare [96] [99]
11Joaquim Comas [57]
12James Cussens [44] [46] [54]
13Marko Debeljak [80]
14Damjan Demsar [50]
15Yannis Dimopoulos [27]
16Kurt Driessens [56] [67] [82] [95] [97]
17Tomaz Erjavec [26] [35] [43] [46] [85]
18Peter A. Flach [47] [55]
19Dragan Gamberger [24] [49]
20David Gavaghan [53]
21Karina Gibert [57]
22Valentin Gjorgjioski [100]
23Jasna Grbovic [42] [50]
24Marko Grobelnik [3]
25Karsten R. Heidtke [23] [33]
26Dimitar Hristovski [52] [113]
27Nico Jacobs [34] [38]
28Antonis C. Kakas [27]
29Dimitar Kazakov [21]
30Jörg-Uwe Kietz [12]
31Ivan Kobal [77]
32Dragi Kocev [102] [109] [123]
33Boris Kompare [45] [84]
34Stefan Kramer [45] [84]
35Viljem Krizman [1] [7]
36Svetislav Krstic [123]
37Wim Van Laer [25] [34] [45] [84]
38Pat Langley [60] [65] [114] [118]
39Nada Lavrac [1] [2] [3] [5] [6] [7] [9] [20] [21] [24] [31] [39] [40] [49] [86]
40Peter Ljubic [75] [78] [88] [89] [90]
41Suresh Manandhar [35] [44]
42Taneli Mielikäinen [104]
43Kosta Mitreski [123]
44Martín Molina [34] [38]
45Carlos Moure [34] [38]
46Vassilis Moustakis [29]
47Stephen Muggleton [4] [11] [34]
48Andreja Naumoski [123]
49Masayuki Numao [39]
50Pance Panov [104] [108] [121] [122] [124]
51Aleksandar Peckov [120]
52Borut Peterlin [52] [113]
53Igor Petrovski [14]
54Bernhard Pfahringer [45] [84]
55Vladimir Pirnat [1] [7]
56George Potamias [29]
57Luc De Raedt [9] [13] [25] [36] [37] [56] [62] [71] [72]
58Ignasi Rodríguez-Roda (Ignasi R.-Roda) [57]
59Anamarija Rozic-Hristovski [52]
60Stuart J. Russell [4] [11]
61Javier Nicolás Sánchez [65]
62Miquel Sànchez-Marrè [57]
63Leander Schietgat [99] [117]
64Steffen Schulze-Kremer [23] [33]
65Karsten Siems [23] [33]
66Ivica Slavkov [100]
67Larisa N. Soldatova [121] [124]
68Ashwin Srinivasan [53]
69Janez Stare [113]
70Olga Stepánková [21]
71Daniela Stojanova [106]
72Jan Struyf [93] [94] [96] [99] [100] [102] [105] [109] [111] [115] [117]
73Katerina Taskova [106]
74Ljupco Todorovski [10] [16] [19] [28] [41] [51] [53] [58] [59] [61] [65] [69] [74] [75] [76] [77] [78] [88] [89] [90] [112] [114] [116] [118] [120]
75Tanja Urbancic [19]
76Janja Vaupotic [77]
77Celine Vens [87] [98] [109] [117]
78Irene Weber [21]
79Dietrich Wettschereck [23] [33]
80Jonathan Whiteley [53]
81Stefan Wrobel [71]
82Filip Zelezný [86]
83Bernard Zenko [58] [63] [66] [68] [80] [83] [93] [119] [122]
84Boris Zmazek [77]
85Blaz Zupan [30] [32]
86Darko Zupanic [21]

Colors in the list of coauthors

Copyright © Sat Nov 7 19:26:18 2009 by Michael Ley (ley@uni-trier.de)