Doyen Sahoo
Doyen Sahoo publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Machine Learning and Data Classification, Data Stream Mining Techniques and Neural Networks and Applications.
- World rank
- #324,395 of 1,633,909 ranked researchers
- Rank in Singapore
- #1,289 of 5,048
- Works
- 15
- Citations
- 247
- Citations per work
- 16.5
What does Doyen Sahoo research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence40% of their works
- 2Signal Processing10% of their works
- 3Computer Vision and Pattern Recognition10% of their works
- 4Control and Systems Engineering10% of their works
- 5Information Systems10% of their works
- 6Public Health, Environmental and Occupational Health5% of their works
Research topics
Which keywords describe Doyen Sahoo's research?
The keywords of their largest research topics: Classification, Deep Learning, Ensemble Learning, Incremental Learning, Meta-Learning, Concept Drift, Data Streams and Hyperparameter Optimization.
- Transfer Learning
- Self-Organizing Maps
- Network Security
- Intrusion Detection
- Feature Matching
- Domain Adaptation
- Noisy Labels
- Hyperparameter Optimization
- Concept Drift
- Incremental Learning
- Deep Learning
- Classification
- Ensemble Learning
- Meta-Learning
- Data Streams
- Neural Networks
- Backpropagation Learning
- Extreme Learning Machine
- Feedforward Networks
- Local Descriptors
- Ontology
- Semantic Web
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 22 words, with their numbers
- Classification32 topics
- Deep Learning33 topics
- Ensemble Learning32 topics
- Incremental Learning32 topics
- Meta-Learning32 topics
- Concept Drift21 topic
- Data Streams21 topic
- Hyperparameter Optimization21 topic
- Neural Networks22 topics
- Noisy Labels21 topic
- Backpropagation Learning11 topic
- Domain Adaptation11 topic
- Extreme Learning Machine11 topic
- Feature Matching11 topic
- Feedforward Networks11 topic
- Intrusion Detection11 topic
- Local Descriptors11 topic
- Network Security11 topic
- Ontology11 topic
- Self-Organizing Maps11 topic
- Semantic Web11 topic
- Transfer Learning11 topic
Where does Doyen Sahoo work?
Doyen Sahoo's main affiliation in the publication record is Singapore Management University, Singapore.
How many publications and citations does Doyen Sahoo have?
Science Explorer counts 15 works and 247 citations for Doyen Sahoo, ranking #324,395 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.