Konstantinos I. Roumeliotis
Konstantinos I. Roumeliotis publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Explainable Artificial Intelligence (XAI), Sentiment Analysis and Opinion Mining and Topic Modeling.
- World rank
- #139,502 of 7,710,434 ranked researchers
- Rank in Greece
- #343 of 33,280
- Works
- 55
- Citations
- 1.6k
- Citations per work
- 29.7
What does Konstantinos I. Roumeliotis research?
Konstantinos I. Roumeliotis's work is mostly in Computer Science (50%), Decision Sciences (7%), Social Sciences (6%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2850.0%
- Computer Science2850.0%
- Everything else2036.4%
- Social Sciences713.6%
- Decision Sciences47.2%
- Social Sciences46.4%
- 1Artificial Intelligence35% of their works
- 2Information Systems8% of their works
- 3Computer Vision and Pattern Recognition7% of their works
- 4Sociology and Political Science6% of their works
- 5Management Science and Operations Research4% of their works
- 6Information Systems and Management4% of their works
Research topics
Which keywords describe Konstantinos I. Roumeliotis's research?
The keywords of their largest research topics: Social Media, Deep Neural Networks, Deep Learning, Interpretable Models, Machine Learning Interpretability, Opinion Mining, Sentiment Analysis and Consumer Engagement.
- Noisy Labels
- Hyperparameter Optimization
- Convolutional Neural Networks
- Agent-Based Modeling
- Neural Networks
- Consumer Engagement
- Opinion Mining
- Interpretable Models
- Deep Neural Networks
- Social Media
- Deep Learning
- Machine Learning Interpretability
- Sentiment Analysis
- Electronic Word-of-Mouth
- Word Representation
- Multi-Agent Systems
- Heuristic Search
- Image Recognition
- Planning Systems
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Social Media132 topics
- Deep Neural Networks122 topics
- Deep Learning102 topics
- Interpretable Models91 topic
- Machine Learning Interpretability91 topic
- Opinion Mining71 topic
- Sentiment Analysis71 topic
- Consumer Engagement61 topic
- Electronic Word-of-Mouth61 topic
- Neural Networks61 topic
- Word Representation61 topic
- Agent-Based Modeling51 topic
- Multi-Agent Systems51 topic
- Convolutional Neural Networks31 topic
- Heuristic Search31 topic
- Hyperparameter Optimization31 topic
- Image Recognition31 topic
- Noisy Labels31 topic
- Planning Systems31 topic
Where does Konstantinos I. Roumeliotis work?
Konstantinos I. Roumeliotis's main affiliation in the publication record is University of Peloponnese, Greece.
How many publications and citations does Konstantinos I. Roumeliotis have?
OpenAlex counts 55 works and 1,631 citations for Konstantinos I. Roumeliotis, an h-index of 15, ranking #139,502 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
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