Ivan Bratko
Impact in
- Artificial Intelligence top 0.5%
- Machine Learning and Data Classification
- AI-based Problem Solving and Planning
- Imbalanced Data Classification Techniques
- Logic, Reasoning, and Knowledge
- Semantic Web and Ontologies
- Machine Learning and Algorithms
- Information Systems top 0.5%
- Data Mining Algorithms and Applications
Papers in
-
- AI-based Problem Solving and Planning 67
- Artificial Intelligence in Games 25
- Machine Learning and Algorithms 20
- Semantic Web and Ontologies 20
- Logic, Reasoning, and Knowledge 20
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- Data Mining Algorithms and Applications 20
- Co-authors
- Igor Kononenko (7 shared papers)Bojan Cestnik (5 shared papers)Aleks Jakulin (6 shared papers)Blaž Zupan (25 shared papers)Marko Bohanec (12 shared papers)Janez Demšar (26 shared papers)Sašo Džeroski (5 shared papers)Martin Možina (30 shared papers)
- Journals
- Machine Learning (11 papers)Artificial Intelligence (7 papers)Lecture notes in computer science (40 papers)Artificial Intelligence in Medicine (4 papers)Ecological Modelling (4 papers)
- Partner nations
- SloveniaUnited StatesUnited Kingdom
In The Last Decade
Ivan Bratko
201 papers receiving 4.4k citations
Peers
Comparison fields: 5 of 184
- Artificial Intelligence 3.1k
- Information Systems 1.1k
- Computational Theory and Mathematics 762
- Software 119
- Health Information Management 115
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 206 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | ASSISTANT 86: a knowledge-elicitation tool for sophisticated users | 1987 | 363 |
| 2 | Machine Learning and Data Mining; Methods and Applications | 1998 | 295 |
| 3 | Proceedings of the Sixteenth International Conference on Machine Learning | 1999 | 213 |
| 4 | 1991 | 144 | |
| 5 | Learning decision rules in noisy domains | 1987 | 142 |
| 6 | 1995 | 127 | |
| 7 | 1991 | 125 | |
| 8 | 2003 | 114 | |
| 9 | 2004 | 108 | |
| 10 | 1994 | 107 | |
| 11 | 2004 | 105 | |
| 12 | 2000 | 104 | |
| 13 | 1997 | 104 | |
| 14 | Prolog (3rd ed.): programming for artificial intelligence | 2000 | 98 |
| 15 | 2007 | 94 | |
| 16 | 1991 | 85 | |
| 17 | 2011 | 78 | |
| 18 | 1991 | 72 | |
| 19 | 2005 | 70 | |
| 20 | 2006 | 68 |
About Ivan Bratko
Ivan Bratko is a scholar working on Artificial Intelligence, Information Systems, Economics and Econometrics, Computational Theory and Mathematics and Control and Systems Engineering, having authored 206 papers that have together received 4.8k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (67 papers), Artificial Intelligence in Games (25 papers), Sports Analytics and Performance (25 papers), Rough Sets and Fuzzy Logic (21 papers), Data Mining Algorithms and Applications (20 papers), Machine Learning and Algorithms (20 papers), Semantic Web and Ontologies (20 papers) and Logic, Reasoning, and Knowledge (20 papers). The work is most often cited by research in Artificial Intelligence (3.1k citations), Information Systems (1.1k citations), Computational Theory and Mathematics (762 citations), Software (119 citations) and Health Information Management (115 citations). Ivan Bratko has collaborated with scholars based in Slovenia, United States and United Kingdom. Frequent co-authors include Igor Kononenko, Bojan Cestnik, Aleks Jakulin, Blaž Zupan, Marko Bohanec, Janez Demšar, Sašo Džeroski, Martin Možina, Stephen Muggleton and Ryszard S. Michalski. Their work appears in journals such as Machine Learning, Artificial Intelligence, Lecture notes in computer science, Artificial Intelligence in Medicine and Ecological Modelling.
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.