Sotiris Kotsiantis
Sotiris Kotsiantis publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Imbalanced Data Classification Techniques, Machine Learning and Data Classification and Neural Networks and Applications.
- World rank
- #332,135 of 1,633,909 ranked researchers
- Rank in Greece
- #1,169 of 7,348
- Works
- 65
- Citations
- 325
- Citations per work
- 5.0
What does Sotiris Kotsiantis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Information Systems8% of their works
- 3Management Science and Operations Research7% of their works
- 4Computer Science Applications5% of their works
- 5Statistics and Probability4% of their works
- 6Accounting4% of their works
Research topics
Which keywords describe Sotiris Kotsiantis's research?
The keywords of their largest research topics: Classification, Neural Networks, Deep Learning, Imbalanced Data, SMOTE, Hyperparameter Optimization, Machine Learning and Noisy Labels.
- Anomaly Detection
- Credit Scoring
- Bankruptcy Prediction
- Stock Market Prediction
- Learning Analytics
- Backpropagation Learning
- Support Vector Machines
- Noisy Labels
- Hyperparameter Optimization
- Imbalanced Data
- Neural Networks
- Classification
- Deep Learning
- SMOTE
- Machine Learning
- Online Learning
- Ensemble Learning
- Educational Data Mining
- Self-Organizing Maps
- Time Series Forecasting
- Concept Drift
- Data Streams
- Unsupervised
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 23 words, with their numbers
- Classification192 topics
- Neural Networks174 topics
- Deep Learning133 topics
- Imbalanced Data101 topic
- SMOTE101 topic
- Hyperparameter Optimization91 topic
- Machine Learning92 topics
- Noisy Labels91 topic
- Online Learning92 topics
- Support Vector Machines92 topics
- Ensemble Learning82 topics
- Backpropagation Learning51 topic
- Educational Data Mining51 topic
- Learning Analytics51 topic
- Self-Organizing Maps51 topic
- Stock Market Prediction51 topic
- Time Series Forecasting51 topic
- Bankruptcy Prediction41 topic
- Concept Drift41 topic
- Credit Scoring41 topic
- Data Streams41 topic
- Anomaly Detection31 topic
- Unsupervised31 topic
Where does Sotiris Kotsiantis work?
Sotiris Kotsiantis's main affiliation in the publication record is University of Patras, Greece.
How many publications and citations does Sotiris Kotsiantis have?
Science Explorer counts 65 works and 325 citations for Sotiris Kotsiantis, ranking #332,135 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.