Janez Demšar
Impact in
- Artificial Intelligence top 0.05%
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Text and Document Classification Technologies
- Anomaly Detection Techniques and Applications
- Metaheuristic Optimization Algorithms Research
- Neural Networks and Applications
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- Face and Expression Recognition
Papers in
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- Machine Learning and Data Classification 5
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- Bioinformatics and Genomic Networks 13
- Gene expression and cancer classification 7
- Gene Regulatory Network Analysis 4
- Co-authors
- Blaž Zupan (34 shared papers)Tomaž Hočevar (3 shared papers)Marko Toplak (6 shared papers)Martin Možina (5 shared papers)Tomaž Curk (5 shared papers)Ivan Bratko (17 shared papers)Miha Štajdohar (4 shared papers)Lan Žagar (3 shared papers)
- Journals
- Bioinformatics (5 papers)Machine Learning (3 papers)Artificial Intelligence (3 papers)Methods of Information in Medicine (2 papers)Artificial Intelligence in Medicine (2 papers)
- Partner nations
- SloveniaUnited StatesJapan
In The Last Decade
Janez Demšar
51 papers receiving 11.0k citations
Janez Demšar's Hit Papers
Peers
Comparison fields: 5 of 223
- Artificial Intelligence 6.6k
- Computer Vision and Pattern Recognition 2.3k
- Signal Processing 972
- Software 283
- Computational Theory and Mathematics 1.2k
Countries citing papers authored by Janez Demšar
This map shows the geographic impact of Janez Demšar'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 Janez Demšar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Janez Demšar more than expected).
Fields of papers citing papers by Janez Demšar
This network shows the impact of papers produced by Janez Demšar. 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 Janez Demšar. The network helps show where Janez Demšar may publish in the future.
Co-authors
The 25 scholars most cited alongside Janez Demšar, 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 54 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Statistical Comparisons of Classifiers over Multiple Data Sets Hit paper breakdown → | 2006 | 8577 |
| 2 | Orange: data mining toolbox in python Hit paper breakdown → | 2013 | 1239 |
| 3 | 2017 | 129 | |
| 4 | 2018 | 128 | |
| 5 | 2013 | 121 | |
| 6 | 2004 | 98 | |
| 7 | 2000 | 91 | |
| 8 | 2005 | 82 | |
| 9 | 2007 | 65 | |
| 10 | 2019 | 61 | |
| 11 | 2005 | 57 | |
| 12 | 2007 | 54 | |
| 13 | 2021 | 53 | |
| 14 | 2000 | 46 | |
| 15 | 1999 | 44 | |
| 16 | Machine Learning by Function Decomposition | 1997 | 40 |
| 17 | 2014 | 40 | |
| 18 | 2012 | 40 | |
| 19 | 2003 | 38 | |
| 20 | Orange: Data Mining Fruitful and Fun - A Historical Perspective | 2013 | 36 |
About Janez Demšar
Janez Demšar is a scholar working on Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics and Computational Theory and Mathematics, having authored 54 papers that have together received 11.4k indexed citations. Recurring topics across this work include Bioinformatics and Genomic Networks (13 papers), Gene expression and cancer classification (7 papers), Complex Network Analysis Techniques (6 papers), Data Visualization and Analytics (6 papers), Machine Learning and Data Classification (5 papers), Cell Image Analysis Techniques (4 papers), Gene Regulatory Network Analysis (4 papers) and Time Series Analysis and Forecasting (3 papers). The work is most often cited by research in Artificial Intelligence (6.6k citations), Computer Vision and Pattern Recognition (2.3k citations), Signal Processing (972 citations), Software (283 citations) and Computational Theory and Mathematics (1.2k citations). Janez Demšar has collaborated with scholars based in Slovenia, United States and Japan. Frequent co-authors include Blaž Zupan, Tomaž Hočevar, Marko Toplak, Martin Možina, Tomaž Curk, Ivan Bratko, Miha Štajdohar, Lan Žagar, Marinka Žitnik and Jure Žbontar. Their work appears in journals such as Bioinformatics, Machine Learning, Artificial Intelligence, Methods of Information in Medicine and Artificial Intelligence in Medicine.
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.