Alexandros Karatzoglou
Alexandros Karatzoglou publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Recommender Systems and Techniques, Topic Modeling and Advanced Bandit Algorithms Research.
- World rank
- #37,173 of 1,633,909 ranked researchers
- Rank in Spain
- #418 of 45,870
- Works
- 39
- Citations
- 666
- Citations per work
- 17.1
What does Alexandros Karatzoglou research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Information Systems30% of their works
- 3Management Science and Operations Research12% of their works
- 4Computer Vision and Pattern Recognition7% of their works
- 5Electrical and Electronic Engineering5% of their works
- 6Civil and Structural Engineering4% of their works
Research topics
Which keywords describe Alexandros Karatzoglou's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Collaborative Filtering, Matrix Factorization, Bandit Optimization, Bayesian Optimization, Machine Translation and Word Representation.
- Statistical Machine Translation
- Federated Learning
- Smart Grid
- Healthcare
- Electronic Health Records
- Word Representation
- Bayesian Optimization
- Matrix Factorization
- Deep Learning
- Neural Networks
- Collaborative Filtering
- Bandit Optimization
- Machine Translation
- Demand Response
- Graph Neural Networks
- Knowledge Graph Embedding
- Differential Privacy
- Neural Machine Translation
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.
All 18 words, with their numbers
- Neural Networks212 topics
- Deep Learning183 topics
- Collaborative Filtering141 topic
- Matrix Factorization141 topic
- Bandit Optimization71 topic
- Bayesian Optimization71 topic
- Machine Translation71 topic
- Word Representation71 topic
- Demand Response21 topic
- Electronic Health Records21 topic
- Graph Neural Networks21 topic
- Healthcare21 topic
- Knowledge Graph Embedding21 topic
- Smart Grid21 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
Where does Alexandros Karatzoglou work?
Alexandros Karatzoglou's main affiliation in the publication record is Telefonica Research and Development, Spain.
How many publications and citations does Alexandros Karatzoglou have?
Science Explorer counts 39 works and 666 citations for Alexandros Karatzoglou, ranking #37,173 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.