Ioannis Tsochantaridis

5.7k total citations · 3 hit papers
10 papers, 3.7k citations indexed

About

Ioannis Tsochantaridis is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology. According to data from OpenAlex, Ioannis Tsochantaridis has authored 10 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 4 papers in Computer Vision and Pattern Recognition and 1 paper in Molecular Biology. Recurrent topics in Ioannis Tsochantaridis's work include Natural Language Processing Techniques (5 papers), Topic Modeling (4 papers) and Text and Document Classification Technologies (4 papers). Ioannis Tsochantaridis is often cited by papers focused on Natural Language Processing Techniques (5 papers), Topic Modeling (4 papers) and Text and Document Classification Technologies (4 papers). Ioannis Tsochantaridis collaborates with scholars based in United States, Switzerland and Israel. Ioannis Tsochantaridis's co-authors include Thomas Hofmann, Yasemin Altün, Thorsten Joachims, Stuart Andrews, Francine Chen, Thorsten Brants, Stefan Riezler, Vibhu O. Mittal, Yi Liu and Richard Bowden and has published in prestigious journals such as Journal of Machine Learning Research, Applied Artificial Intelligence and Meeting of the Association for Computational Linguistics.

In The Last Decade

Ioannis Tsochantaridis

10 papers receiving 3.4k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Large Margin Methods for Structured and Interdependent Output Variables

2005 1.2k citations Ioannis Tsochantaridis, Thorsten Joachims et al. Journal of Machine Learning Research profile →
Support Vector Machines for Multiple-Instance Learning

2002 936 citations Stuart Andrews, Ioannis Tsochantaridis et al. Neural Information Processing Systems profile →
Support vector machine learning for interdependent and structured output spaces

2004 826 citations Ioannis Tsochantaridis, Thomas Hofmann et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ioannis Tsochantaridis United States	9	2.2k	1.9k	349	316	312	10	3.7k
Yasemin Altün United States	21	2.4k 1.1×	1.3k 0.7×	269 0.8×	314 1.0×	354 1.1×	41	3.8k
Ethem Alpaydın Türkiye	24	1.6k 0.7×	1.3k 0.7×	180 0.5×	291 0.9×	293 0.9×	80	3.1k
Thomas Navin Lal Germany	7	1.5k 0.7×	1.3k 0.7×	221 0.6×	226 0.7×	259 0.8×	10	2.9k
Qingyao Wu China	31	1.9k 0.9×	1.7k 0.9×	203 0.6×	224 0.7×	171 0.5×	116	3.4k
Kai Yu Germany	23	1.7k 0.8×	1.1k 0.6×	533 1.5×	182 0.6×	207 0.7×	48	2.8k
Enrique Vidal Spain	33	2.5k 1.1×	1.9k 1.0×	270 0.8×	127 0.4×	625 2.0×	218	4.0k
J.J. Hull United States	12	1.6k 0.7×	1.8k 1.0×	178 0.5×	88 0.3×	337 1.1×	36	2.9k
Zhigang Ma United States	28	1.4k 0.6×	2.4k 1.3×	120 0.3×	206 0.7×	208 0.7×	55	3.4k
Wei Peng United States	24	1.4k 0.6×	1.5k 0.8×	353 1.0×	188 0.6×	335 1.1×	123	3.3k
Benyu Zhang China	18	1.6k 0.7×	2.4k 1.3×	528 1.5×	205 0.6×	439 1.4×	36	3.8k

Countries citing papers authored by Ioannis Tsochantaridis

Since Specialization

Citations

This map shows the geographic impact of Ioannis Tsochantaridis'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 Tsochantaridis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ioannis Tsochantaridis more than expected).

Fields of papers citing papers by Ioannis Tsochantaridis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ioannis Tsochantaridis. 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 Tsochantaridis. The network helps show where Ioannis Tsochantaridis may publish in the future.

Co-authorship network of co-authors of Ioannis Tsochantaridis

This figure shows the co-authorship network connecting the top 25 collaborators of Ioannis Tsochantaridis. A scholar is included among the top collaborators of Ioannis Tsochantaridis 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 Tsochantaridis. Ioannis Tsochantaridis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

10 of 10 papers shown

Moryossef, Amit, Ioannis Tsochantaridis, Necati Cihan Camgöz, et al.. (2021). Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition. 3429–3435. 32 indexed citations

Riezler, Stefan, et al.. (2007). Statistical Machine Translation for Query Expansion in Answer Retrieval. Meeting of the Association for Computational Linguistics. 464–471. 145 indexed citations

Tsochantaridis, Ioannis, Thorsten Joachims, Thomas Hofmann, & Yasemin Altün. (2005). Large Margin Methods for Structured and Interdependent Output Variables. Journal of Machine Learning Research. 6(50). 1453–1484. 1221 indexed citations breakdown →

Tsochantaridis, Ioannis, Thomas Hofmann, Thorsten Joachims, & Yasemin Altün. (2004). Support vector machine learning for interdependent and structured output spaces. 104–104. 826 indexed citations breakdown →

Altün, Yasemin, Ioannis Tsochantaridis, & Thomas Hofmann. (2003). Hidden Markov support vector machines. MPG.PuRe (Max Planck Society). 3–10. 304 indexed citations

Andrews, Stuart, Ioannis Tsochantaridis, & Thomas Hofmann. (2002). Support Vector Machines for Multiple-Instance Learning. Neural Information Processing Systems. 15. 577–584. 936 indexed citations breakdown →

Andrews, Stuart, Thomas Hofmann, & Ioannis Tsochantaridis. (2002). Multiple instance learning with generalized support vector machines. National Conference on Artificial Intelligence. 943–944. 59 indexed citations

Brants, Thorsten, Francine Chen, & Ioannis Tsochantaridis. (2002). Topic-based document segmentation with probabilistic latent semantic analysis. 211–218. 99 indexed citations

Brants, Thorsten, Francine Chen, & Ioannis Tsochantaridis. (2002). Topic-based document segmentation with probabilistic latent semantic analysis. 36 indexed citations

10.

Hauskrecht, Miloš, Luis E. Ortiz, Ioannis Tsochantaridis, & Eli Upfal. (2001). Efficient methods for computing investment strategies for multi-market commodity trading. Applied Artificial Intelligence. 15(5). 429–452. 1 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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