| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
Hierarchical classification of diatom images using ensembles of predictive clustering trees.  |
Ecological Informatics  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Andrej Kobler, Peter Ogrinc, Bernard Zenko, Saso Dzeroski |
Estimating the risk of fire outbreaks in the natural environment. |
Data Min. Knowl. Discov. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski |
Two stage architecture for multi-label learning. |
Pattern Recognition |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Saso Dzeroski |
Learning model trees from evolving data streams. |
Data Min. Knowl. Discov. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
Hierarchical annotation of medical images. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Saso Dzeroski |
Network Regression with Predictive Clustering Trees. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama |
Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski |
Inductive Databases and Constraint-Based Data Mining. |
ICFCA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Saso Dzeroski |
Incremental multi-target model trees for data streams. |
SAC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, Saso Dzeroski |
Regression on evolving multi-relational data streams. |
EDBT/ICDT Ph.D. Workshop |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski |
Dual Layer Voting Method for Efficient Multi-label Classification. |
IbPRIA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski |
Speeding-Up Hoeffding-Based Regression Trees With Options. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mitja Pugelj, Saso Dzeroski |
Predicting Structured Outputs k-Nearest Neighbours Method. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski |
Global and Local Spatial Autocorrelation in Predictive Clustering Trees. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Pance Panov, Valentin Gjorgjioski, Andrej Kobler, Saso Dzeroski |
Estimating vegetation height and canopy cover from remotely sensed data with machine learning. |
Ecological Informatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Leander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski |
Predicting gene function using hierarchical multi-label decision tree ensembles. |
BMC Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivica Slavkov, Bernard Zenko, Saso Dzeroski |
Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Pierre Geurts, Juho Rousu |
Preface. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski |
Relational Data Mining. |
Data Mining and Knowledge Discovery Handbook |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivica 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivica 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 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Pance Panov, Bernard Zenko |
Machine Learning, Ensemble Methods in. |
Encyclopedia of Complexity and Systems Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreja 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Timo Aho, Bernard Zenko, Saso Dzeroski |
Rule Ensembles for Multi-target Regression. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. |
CLEF |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
Towards an Ontology of Data Mining Investigations. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel |
Decision trees for hierarchical multi-label classification. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Precision-recall analysis, Decision trees, Hierarchical classification, Multi-label classification, Functional genomics |
| 1 | Will Bridewell, Pat Langley, Ljupco Todorovski, Saso Dzeroski |
Inductive process modeling. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Scientific discovery, Ecosystem modeling, Process models, System identification, Compositional modeling |
| 1 | Pance Panov, Saso Dzeroski, Larisa N. Soldatova |
OntoDM: An Ontology of Data Mining. |
ICDM Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksandar Peckov, Saso Dzeroski, Ljupco Todorovski |
A Minimal Description Length Scheme for Polynomial Regression. |
PAKDD |
2008 |
DBLP DOI BibTeX RDF |
minimal description length, regression, polynomial regression |
| 1 | Bernard Zenko, Saso Dzeroski |
Learning Classification Rules for Multiple Target Attributes. |
PAKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski |
A Qualitative Decision-Support Model for Evaluating Researchers. |
Informatica (Slovenia) |
2007 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Jan Struyf |
5th international workshop on knowledge discovery in inductive databases (KDID'06): workshop report. |
SIGKDD Explorations |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Jan Struyf (eds.) |
Knowledge Discovery in Inductive Databases, 5th International Workshop, KDID 2006, Berlin, Germany, September 18, 2006, Revised Selected and Invited Papers |
KDID |
2007 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Saso Dzeroski |
Inducing Multi-Target Model Trees in a Stepwise Fashion. |
SEBD |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jan Struyf, Saso Dzeroski |
Clustering Trees with Instance Level Constraints. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Saso Dzeroski |
Stepwise Induction of Multi-target Model Trees. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski |
Ensembles of Multi-Objective Decision Trees. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Pance Panov, Saso Dzeroski |
Combining Bagging and Random Subspaces to Create Better Ensembles. |
IDA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski (eds.) |
Computational Discovery of Scientific Knowledge, Introduction, Techniques, and Applications in Environmental and Life Sciences |
Computational Discovery of Scientific Knowledge |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski |
Integrating Domain Knowledge in Equation Discovery. |
Computational Discovery of Scientific Knowledge |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitar 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Pat Langley, Ljupco Todorovski |
Computational Discovery of Scientific Knowledge. |
Computational Discovery of Scientific Knowledge |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski |
First order random forests: Learning relational classifiers with complex aggregates. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
Aggregation, Relational learning, Random forests, Decision tree learning |
| 1 | Hendrik Blockeel, Leander Schietgat, Jan Struyf, Saso Dzeroski, Amanda Clare |
Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics. |
PKDD |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski |
Towards a General Framework for Data Mining. |
KDID |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Dragi Kocev, Jan Struyf, Saso Dzeroski |
Beam Search Induction and Similarity Constraints for Predictive Clustering Trees. |
KDID |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Valentin Gjorgjioski, Ivica Slavkov, Jan Struyf |
Analysis of Time Series Data with Predictive Clustering Trees. |
KDID |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski |
From Inductive Logic Programming to Relational Data Mining. |
JELIA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Taneli Mielikäinen, Pance Panov, Saso Dzeroski |
Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. |
Discovery Science |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Saso Dzeroski |
Multi-Relational Data Mining 2005: workshop report. |
SIGKDD Explorations |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski |
Relational Data Mining. |
The Data Mining and Knowledge Discovery Handbook |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare |
Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics. |
EPIA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Kurt Driessens, Saso Dzeroski |
Combining Model-Based and Instance-Based Learning for First Order Regression. |
BNAIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Bernard Zenko, Saso Dzeroski, Jan Struyf |
Learning Predictive Clustering Rules. |
KDID |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Struyf, Saso Dzeroski |
Constraint Based Induction of Multi-objective Regression Trees. |
KDID |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Kurt Driessens, Saso Dzeroski |
Combining model-based and instance-based learning for first order regression. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Bernard Zenko |
Is Combining Classifiers with Stacking Better than Selecting the Best One? |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
multi-response model trees, stacking, meta-learning, combining classifiers, ensembles of classifiers |
| 1 | Kurt Driessens, Saso Dzeroski |
Integrating Guidance into Relational Reinforcement Learning. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
guided exploration, reinforcement learning, relational learning |
| 1 | Tomaz Erjavec, Saso Dzeroski |
Machine Learning of Morphosyntactic Structure: Lemmatizing Unknown Slovene Words. |
Applied Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Saso Dzeroski, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer |
Experiments In Predicting Biodegradability. |
Applied Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Bernard Zenko, Marko Debeljak |
A report on the fourth international workshop on environmental applications of machine learning (EAML 2004). |
SIGKDD Explorations |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Hendrik Blockeel |
Multi-relational data mining 2004: workshop report. |
SIGKDD Explorations |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
Inductive Databases of Polynomial Equations. |
DaWaK |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nada Lavrac, Filip Zelezný, Saso Dzeroski |
Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery. |
Local Pattern Detection |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
Inductive Queries on Polynomial Equations. |
Constraint-Based Mining and Inductive Databases |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljupco Todorovski, Peter Ljubic, Saso Dzeroski |
Inducing Polynomial Equations for Regression. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski |
First Order Random Forests with Complex Aggregates. |
ILP |
2004 |
DBLP DOI BibTeX RDF |
Aggregation, Random forests, Decision Tree Learning |
| 1 | Ljupco Todorovski, Saso Dzeroski |
Combining Classifiers with Meta Decision Trees. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Luc De Raedt, Stefan Wrobel |
Multirelational data mining 2003: workshop report. |
SIGKDD Explorations |
2003 |
DBLP DOI BibTeX RDF |
multi-relation learning and data mining |
| 1 | Saso Dzeroski |
Multi-relational data mining: an introduction. |
SIGKDD Explorations |
2003 |
DBLP DOI BibTeX RDF |
relational association rules, relational decision trees, relational distance-based methods, inductive logic programming, relational data mining, multi-relational data mining |
| 1 | Saso Dzeroski, Luc De Raedt |
Multi-relational data mining: the current frontiers. |
SIGKDD Explorations |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-François Boulicaut, Saso Dzeroski (eds.) |
Proceedings of the Second International Workshop on Inductive Databases, 22 September, Cavtat-Dubrovnik, Croatia |
KDID |
2003 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
Inductive Databases of Polynomial Equations. |
KDID |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski |
Using Domain Specific Knowledge for Automated Modeling. |
IDA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski, Boris Zmazek, Janja Vaupotic, Ivan Kobal |
Modelling Soil Radon Concentration for Earthquake Prediction. |
Discovery Science |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
Using Constraints in Discovering Dynamics. |
Discovery Science |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Luc De Raedt |
Multi-Relational Data Mining: a Workshop Report. |
SIGKDD Explorations |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Bernard Zenko |
Stacking with Multi-response Model Trees. |
Multiple Classifier Systems |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljupco Todorovski, Hendrik Blockeel, Saso Dzeroski |
Ranking with Predictive Clustering Trees. |
ECML |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernard Zenko, Saso Dzeroski |
Stacking with an Extended Set of Meta-level Attributes and MLR. |
ECML |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Kurt Driessens, Saso Dzeroski |
Integrating Experimentation and Guidance in Relational Reinforcement Learning. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Bernard Zenko |
Is Combining Classifiers Better than Selecting the Best One. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Pat Langley, Javier Nicolás Sánchez, Ljupco Todorovski, Saso Dzeroski |
Inducing Process Models from Continuous Data. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski |
Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery. |
ILP |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski |
Relational Reinforcement Learning for Agents in Worlds with Objects. |
Adaptive Agents and Multi-Agents Systems |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Joaquim 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. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Luc De Raedt, Kurt Driessens |
Relational Reinforcement Learning. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter A. Flach, Saso Dzeroski |
Editorial: Inductive Logic Programming is Coming of Age. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernard Zenko, Ljupco Todorovski, Saso Dzeroski |
A Comparison of Stacking with Meta Decision Trees to Bagging, Boosting, and Stacking with other Methods. |
ICDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski |
Using Domain Knowledge on Population Dynamics Modeling for Equation Discovery. |
ECML |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Pat Langley |
Computational Discovery of Communicable Knowledge: Symposium Report. |
Discovery Science |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski |
Theory Revision in Equation Discovery. |
Discovery Science |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Damjan Demsar, Jasna Grbovic |
Predicting Chemical Parameters of River Water Quality from Bioindicator Data. |
Appl. Intell. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Dragan Gamberger, Nada Lavrac, Saso Dzeroski |
Noise Detection and Elimination in data Proprocessing: Experiments in Medical Domains. |
Applied Artificial Intelligence |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski |
Combining Multiple Models with Meta Decision Trees. |
PKDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitar Hristovski, Saso Dzeroski, Borut Peterlin, Anamarija Rozic-Hristovski |
Supporting Discovery in Medicine by Association Rule Mining of Bibliographic Databases. |
PKDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | James Cussens, Saso Dzeroski (eds.) |
Learning Language in Logic |
Learning Language in Logic |
2000 |
DBLP BibTeX RDF |
|
| 1 | Ljupco Todorovski, Saso Dzeroski, Ashwin Srinivasan, Jonathan Whiteley, David Gavaghan |
Discovering the Structure of Partial Differential Equations from Example Behaviour. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Saso Dzeroski, Nada Lavrac |
Editorial. |
Data Min. Knowl. Discov. |
1999 |
DBLP DOI BibTeX RDF |
|
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