Robi Polikar
Robi Polikar publishes mostly in Artificial Intelligence, Signal Processing and Information Systems, on topics such as Anomaly Detection Techniques and Applications, Adversarial Robustness in Machine Learning and Domain Adaptation and Few-Shot Learning.
- World rank
- #350,536 of 1,633,909 ranked researchers
- Rank in United States
- #127,730 of 358,040
- Works
- 47
- Citations
- 163
- Citations per work
- 3.5
What does Robi Polikar research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence51% of their works
- 2Signal Processing9% of their works
- 3Information Systems6% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Control and Systems Engineering6% of their works
- 6Aerospace Engineering4% of their works
Research topics
Which keywords describe Robi Polikar's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Semi-Supervised Learning, Adversarial Examples, Anomaly Detection, Domain Adaptation and Robustness.
- Self-Organizing Maps
- Imbalanced Data
- Fault Detection
- Concept Drift
- Backpropagation Learning
- Unsupervised
- Robustness
- Anomaly Detection
- Semi-Supervised Learning
- Neural Networks
- Deep Learning
- Machine Learning
- Adversarial Examples
- Domain Adaptation
- Transfer Learning
- Active Learning
- Classification
- Data Streams
- Gaussian Processes
- Process Monitoring
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 Learning144 topics
- Neural Networks123 topics
- Machine Learning93 topics
- Semi-Supervised Learning72 topics
- Adversarial Examples51 topic
- Anomaly Detection51 topic
- Domain Adaptation51 topic
- Robustness51 topic
- Transfer Learning51 topic
- Unsupervised51 topic
- Active Learning21 topic
- Backpropagation Learning21 topic
- Classification21 topic
- Concept Drift21 topic
- Data Streams21 topic
- Fault Detection21 topic
- Gaussian Processes21 topic
- Imbalanced Data21 topic
- Process Monitoring21 topic
- Self-Organizing Maps21 topic
Where does Robi Polikar work?
Robi Polikar's main affiliation in the publication record is Rowan University, United States.
How many publications and citations does Robi Polikar have?
Science Explorer counts 47 works and 163 citations for Robi Polikar, ranking #350,536 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.