Ivan Bratko
Impact in
- Artificial Intelligence top 0.5%
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- AI-based Problem Solving and Planning
- Neural Networks and Applications
- Logic, Reasoning, and Knowledge
- Bayesian Modeling and Causal Inference
- Information Systems top 1%
- Data Mining Algorithms and Applications
Papers in
-
- AI-based Problem Solving and Planning 41
- Artificial Intelligence in Games 14
- Logic, Reasoning, and Knowledge 11
- Semantic Web and Ontologies 10
- Machine Learning and Algorithms 10
-
- Data Mining Algorithms and Applications 13
- Co-authors
- Igor Kononenko (5 shared papers)Marko Bohanec (9 shared papers)Blaž Zupan (17 shared papers)Bojan Cestnik (4 shared papers)Sašo Džeroski (3 shared papers)Janez Demšar (17 shared papers)Aleks Jakulin (3 shared papers)Ryszard S. Michalski (1 shared paper)
- Journals
- Machine Learning (11 papers)Artificial Intelligence (7 papers)Artificial Intelligence in Medicine (4 papers)Ecological Modelling (4 papers)Bioinformatics (3 papers)
- Partner nations
- SloveniaUnited KingdomUnited States
In The Last Decade
Ivan Bratko
132 papers receiving 2.7k citations
Peers
Comparison fields: 5 of 177
- Artificial Intelligence 1.8k
- Information Systems 662
- Computational Theory and Mathematics 440
- Software 81
- Health Information Management 91
Countries citing papers authored by Ivan Bratko
This map shows the geographic impact of Ivan Bratko's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ivan Bratko with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ivan Bratko more than expected).
Fields of papers citing papers by Ivan Bratko
This network shows the impact of papers produced by Ivan Bratko. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ivan Bratko. The network helps show where Ivan Bratko may publish in the future.
Co-authors
The 25 scholars most cited alongside Ivan Bratko, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 139 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | ASSISTANT 86: a knowledge-elicitation tool for sophisticated users | 1987 | 279 |
| 2 | Machine Learning and Data Mining; Methods and Applications | 1998 | 225 |
| 3 | Proceedings of the Sixteenth International Conference on Machine Learning | 1999 | 182 |
| 4 | Learning decision rules in noisy domains | 1987 | 112 |
| 5 | 1991 | 103 | |
| 6 | 2004 | 98 | |
| 7 | 2000 | 91 | |
| 8 | 2004 | 91 | |
| 9 | 1994 | 89 | |
| 10 | 1995 | 81 | |
| 11 | 1997 | 74 | |
| 12 | Prolog (3rd ed.): programming for artificial intelligence | 2000 | 66 |
| 13 | 1991 | 61 | |
| 14 | 1994 | 59 | |
| 15 | 2006 | 58 | |
| 16 | DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling | 2013 | 58 |
| 17 | 2007 | 57 | |
| 18 | 2005 | 57 | |
| 19 | 2011 | 54 | |
| 20 | 1999 | 44 |
About Ivan Bratko
Ivan Bratko is a scholar working on Artificial Intelligence, Information Systems, Computational Theory and Mathematics, Control and Systems Engineering and Economics and Econometrics, having authored 139 papers that have together received 3.0k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (41 papers), Rough Sets and Fuzzy Logic (16 papers), Artificial Intelligence in Games (14 papers), Sports Analytics and Performance (14 papers), Data Mining Algorithms and Applications (13 papers), Logic, Reasoning, and Knowledge (11 papers), Semantic Web and Ontologies (10 papers) and Machine Learning and Algorithms (10 papers). The work is most often cited by research in Artificial Intelligence (1.8k citations), Information Systems (662 citations), Computational Theory and Mathematics (440 citations), Software (81 citations) and Health Information Management (91 citations). Ivan Bratko has collaborated with scholars based in Slovenia, United Kingdom and United States. Frequent co-authors include Igor Kononenko, Marko Bohanec, Blaž Zupan, Bojan Cestnik, Sašo Džeroski, Janez Demšar, Aleks Jakulin, Ryszard S. Michalski, Tim Niblett and Martin Možina. Their work appears in journals such as Machine Learning, Artificial Intelligence, Artificial Intelligence in Medicine, Ecological Modelling and Bioinformatics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.