Ioannis Katakis
Impact in
- Artificial Intelligence top 0.5%
- Text and Document Classification Technologies
- Machine Learning and Data Classification
- Data Stream Mining Techniques
- Information Systems top 0.5%
- Spam and Phishing Detection
- Web Data Mining and Analysis
Papers in
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- Text and Document Classification Technologies 8
- Sentiment Analysis and Opinion Mining 7
- Algorithms and Data Compression 4
- Advanced Text Analysis Techniques 4
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- Spam and Phishing Detection 9
- Co-authors
- Grigorios Tsoumakas (8 shared papers)Ioannis Vlahavas (6 shared papers)Dimitrios Gunopulos (15 shared papers)Vana Kalogeraki (8 shared papers)Nick Bassiliades (1 shared paper)Vasiliki Triga (2 shared papers)Fernando Mendez (2 shared papers)Nicolas Tsapatsoulis (2 shared papers)
In The Last Decade
Ioannis Katakis
35 papers receiving 2.8k citations
Ioannis Katakis's Hit Papers
Peers
Comparison fields: 5 of 149
- Artificial Intelligence 2.2k
- Information Systems 854
- Computer Vision and Pattern Recognition 774
- Signal Processing 237
- Computer Science Applications 48
Countries citing papers authored by Ioannis Katakis
This map shows the geographic impact of Ioannis Katakis'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 Ioannis Katakis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ioannis Katakis more than expected).
Fields of papers citing papers by Ioannis Katakis
This network shows the impact of papers produced by Ioannis Katakis. 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 Ioannis Katakis. The network helps show where Ioannis Katakis may publish in the future.
Co-authors
The 25 scholars most cited alongside Ioannis Katakis, 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 37 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Multi-Label Classification Hit paper breakdown → | 2007 | 1676 |
| 2 | Random k-Labelsets for Multilabel Classification Hit paper breakdown → | 2010 | 624 |
| 3 | Multilabel Text Classification for Automated Tag Suggestion | 2008 | 196 |
| 4 | 2009 | 152 | |
| 5 | 2008 | 59 | |
| 6 | 2013 | 30 | |
| 7 | 2017 | 21 | |
| 8 | 2014 | 15 | |
| 9 | 2012 | 14 | |
| 10 | Modern Applications of Machine Learning | 2006 | 13 |
| 11 | 2018 | 12 | |
| 12 | Towards detection of faulty traffic sensors in real-time | 2015 | 12 |
| 13 | 2016 | 11 | |
| 14 | 2017 | 10 | |
| 15 | 2021 | 10 | |
| 16 | On the Combination of Two Decompositive Multi-Label Classification Methods | 2009 | 7 |
| 17 | Email Mining: Emerging Techniques for Email Management | 2006 | 6 |
| 18 | 2015 | 6 | |
| 19 | 2019 | 5 | |
| 20 | 2016 | 4 |
About Ioannis Katakis
Ioannis Katakis is a scholar working on Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics, Computer Networks and Communications and Sociology and Political Science, having authored 37 papers that have together received 2.9k indexed citations. Recurring topics across this work include Spam and Phishing Detection (9 papers), Complex Network Analysis Techniques (9 papers), Text and Document Classification Technologies (8 papers), Sentiment Analysis and Opinion Mining (7 papers), Algorithms and Data Compression (4 papers), Human Mobility and Location-Based Analysis (4 papers), Network Security and Intrusion Detection (4 papers) and Advanced Text Analysis Techniques (4 papers). The work is most often cited by research in Artificial Intelligence (2.2k citations), Information Systems (854 citations), Computer Vision and Pattern Recognition (774 citations), Signal Processing (237 citations) and Computer Science Applications (48 citations). Ioannis Katakis has collaborated with scholars based in Greece, Cyprus and Germany. Frequent co-authors include Grigorios Tsoumakas, Ioannis Vlahavas, Dimitrios Gunopulos, Vana Kalogeraki, Nick Bassiliades, Vasiliki Triga, Fernando Mendez, Nicolas Tsapatsoulis, Constantinos Djouvas and George Valkanas. Their work appears in journals such as Knowledge and Information Systems, Information Systems, International Journal of Forecasting, Neurocomputing and Journal of Intelligent Information Systems.
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.