Ioannis Katakis

6.2k total citations · 2 hit papers
36 papers, 2.9k citations indexed

About

Ioannis Katakis is a scholar working on Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics. According to data from OpenAlex, Ioannis Katakis has authored 36 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Artificial Intelligence, 12 papers in Information Systems and 9 papers in Statistical and Nonlinear Physics. Recurrent topics in Ioannis Katakis's work include Complex Network Analysis Techniques (9 papers), Spam and Phishing Detection (8 papers) and Text and Document Classification Technologies (8 papers). Ioannis Katakis is often cited by papers focused on Complex Network Analysis Techniques (9 papers), Spam and Phishing Detection (8 papers) and Text and Document Classification Technologies (8 papers). Ioannis Katakis collaborates with scholars based in Greece, Cyprus and Germany. Ioannis Katakis's co-authors include Grigorios Tsoumakas, Ioannis Vlahavas, Dimitrios Gunopulos, Vana Kalogeraki, Nick Bassiliades, Nicolas Tsapatsoulis, Fernando Mendez, Vasiliki Triga, Constantinos Djouvas and George Valkanas and has published in prestigious journals such as IEEE Transactions on Cybernetics, Neurocomputing and IEEE Transactions on Knowledge and Data Engineering.

In The Last Decade

Ioannis Katakis

34 papers receiving 2.8k citations

Hit Papers

Multi-Label Classification 2007 2026 2013 2019 2007 2010 500 1000 1.5k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Ioannis Katakis Greece 13 2.2k 842 772 434 233 36 2.9k
Marko Grobelnik Slovenia 26 1.6k 0.7× 861 1.0× 362 0.5× 333 0.8× 142 0.6× 126 2.4k
Edward Grefenstette United Kingdom 15 2.8k 1.3× 510 0.6× 616 0.8× 146 0.3× 172 0.7× 33 3.7k
Phil Blunsom United Kingdom 25 4.2k 1.9× 610 0.7× 980 1.3× 172 0.4× 227 1.0× 60 5.0k
Andrew Kachites McCallum United States 7 2.9k 1.3× 814 1.0× 739 1.0× 211 0.5× 228 1.0× 9 3.4k
Hendrik Blockeel Belgium 22 1.7k 0.8× 1.2k 1.4× 370 0.5× 441 1.0× 364 1.6× 172 2.9k
Johannes Fürnkranz Germany 29 2.7k 1.2× 1.0k 1.2× 683 0.9× 320 0.7× 301 1.3× 149 3.5k
Xiaofeng He China 22 1.4k 0.6× 469 0.6× 847 1.1× 324 0.7× 314 1.3× 92 2.6k
Xu Sun China 33 2.7k 1.2× 443 0.5× 934 1.2× 169 0.4× 137 0.6× 116 3.3k
Jesse Read France 24 3.0k 1.4× 742 0.9× 801 1.0× 447 1.0× 425 1.8× 63 3.8k
Christopher Meek United States 15 1.6k 0.7× 578 0.7× 347 0.4× 233 0.5× 151 0.6× 41 2.5k

Countries citing papers authored by Ioannis Katakis

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Ioannis Katakis

This figure shows the co-authorship network connecting the top 25 collaborators of Ioannis Katakis. A scholar is included among the top collaborators of Ioannis Katakis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ioannis Katakis. Ioannis Katakis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Katakis, Ioannis, et al.. (2024). Word- and Sentence-Level Representations for Implicit Aspect Extraction. IEEE Transactions on Computational Social Systems. 11(5). 5935–5948.
2.
Kapitsaki, Georgia M., et al.. (2023). Enhancing user awareness on inferences obtained from fitness trackers data. User Modeling and User-Adapted Interaction. 33(4). 967–1014. 3 indexed citations
3.
Kapitsaki, Georgia M., et al.. (2021). User-centred privacy inference detection for smart home devices. 210–218. 3 indexed citations
4.
Trihinas, Demetris, et al.. (2019). Correlation analysis of forecasting methods: The case of the M4 competition. International Journal of Forecasting. 36(1). 212–216. 2 indexed citations
5.
Tsoumakas, Grigorios, et al.. (2018). Hierarchical partitioning of the output space in multi-label data. Data & Knowledge Engineering. 116. 42–60. 12 indexed citations
6.
Kalogeraki, Vana, et al.. (2017). Efficient and timely misinformation blocking under varying cost constraints. 2. 19–31. 21 indexed citations
7.
Katakis, Ioannis, et al.. (2016). Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. 571–578. 2 indexed citations
8.
Andrienko, Gennady, Dimitrios Gunopulos, Yannis Ioannidis, et al.. (2016). Mining Urban Data (Part B). Information Systems. 57. 75–76. 3 indexed citations
9.
Katakis, Ioannis, et al.. (2015). Towards detection of faulty traffic sensors in real-time. International Conference on Machine Learning. 1392. 53–62. 12 indexed citations
10.
Katakis, Ioannis, et al.. (2015). Proceedings of the 2nd International Conference on Mining Urban Data - Volume 1392. 2 indexed citations
11.
Katakis, Ioannis, et al.. (2015). Language agnostic meme-filtering for hashtag-based social network analysis. Social Network Analysis and Mining. 5(1). 6 indexed citations
12.
Katakis, Ioannis, et al.. (2014). #tag: meme or event?. 391–394. 3 indexed citations
13.
Katakis, Ioannis, et al.. (2014). #tag: Meme or event?. 11. 391–394. 2 indexed citations
14.
Valkanas, George, et al.. (2014). Mining Twitter Data with Resource Constraints. 157–164. 15 indexed citations
15.
Katakis, Ioannis, Nicolas Tsapatsoulis, Fernando Mendez, Vasiliki Triga, & Constantinos Djouvas. (2013). Social Voting Advice Applications—Definitions, Challenges, Datasets and Evaluation. IEEE Transactions on Cybernetics. 44(7). 1039–1052. 30 indexed citations
16.
Tsoumakas, Grigorios, Ioannis Katakis, & Ioannis Vlahavas. (2010). Random k-Labelsets for Multilabel Classification. IEEE Transactions on Knowledge and Data Engineering. 23(7). 1079–1089. 619 indexed citations breakdown →
17.
Katakis, Ioannis, Grigorios Tsoumakas, & Ioannis Vlahavas. (2009). Tracking recurring contexts using ensemble classifiers: an application to email filtering. Knowledge and Information Systems. 22(3). 371–391. 151 indexed citations
18.
Katakis, Ioannis, Ioannis Vlahavas, & Grigorios Tsoumakas. (2008). Multilabel Text Classification for Automated Tag Suggestion. 192 indexed citations
19.
Tsoumakas, Grigorios & Ioannis Katakis. (2007). Multi-Label Classification. International Journal of Data Warehousing and Mining. 3(3). 1–13. 1653 indexed citations breakdown →
20.
Katakis, Ioannis, Ioannis Vlahavas, & Grigorios Tsoumakas. (2006). Email Mining: Emerging Techniques for Email Management. 6 indexed citations

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.

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