V. Sivakumar
V. Sivakumar publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Recommender Systems and Techniques, Advanced Bandit Algorithms Research and AI in cancer detection.
- World rank
- #909,273 of 1,633,909 ranked researchers
- Rank in United States
- #248,550 of 358,040
- Works
- 17
- Citations
- 59
- Citations per work
- 3.5
What does V. Sivakumar research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Information Systems19% of their works
- 3Management Science and Operations Research14% of their works
- 4Computer Networks and Communications10% of their works
- 5Radiology, Nuclear Medicine and Imaging5% of their works
- 6Ocean Engineering5% of their works
Research topics
Which keywords describe V. Sivakumar's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Bandit Optimization, Bayesian Optimization, Collaborative Filtering, Gaussian Processes and Matrix Factorization.
- Wireless Sensor Networks
- Unsupervised
- Semi-Supervised Learning
- Reinforcement Learning
- Histopathology Images
- Anomaly Detection
- Matrix Factorization
- Collaborative Filtering
- Bandit Optimization
- Neural Networks
- Deep Learning
- Machine Learning
- Bayesian Optimization
- Gaussian Processes
- Active Learning
- Energy-Efficient Protocols
- Medical Image Analysis
- Robotics
- Sparse Regression
- Variational Inference
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 20 words, with their numbers
- Deep Learning76 topics
- Neural Networks43 topics
- Machine Learning33 topics
- Bandit Optimization21 topic
- Bayesian Optimization21 topic
- Collaborative Filtering21 topic
- Gaussian Processes22 topics
- Matrix Factorization21 topic
- Active Learning11 topic
- Anomaly Detection11 topic
- Energy-Efficient Protocols11 topic
- Histopathology Images11 topic
- Medical Image Analysis11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Semi-Supervised Learning11 topic
- Sparse Regression11 topic
- Unsupervised11 topic
- Variational Inference11 topic
- Wireless Sensor Networks11 topic
Where does V. Sivakumar work?
V. Sivakumar's main affiliation in the publication record is University of Minnesota, United States.
How many publications and citations does V. Sivakumar have?
Science Explorer counts 17 works and 59 citations for V. Sivakumar, ranking #909,273 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.
Other researchers named V. Sivakumar
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