Petros Drineas
Petros Drineas publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Computational Mechanics, on topics such as Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques and Matrix Theory and Algorithms.
- World rank
- #60,014 of 1,633,909 ranked researchers
- Rank in United States
- #27,296 of 358,040
- Works
- 58
- Citations
- 597
- Citations per work
- 10.3
What does Petros Drineas research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence17% of their works
- 2Computational Theory and Mathematics14% of their works
- 3Computational Mechanics12% of their works
- 4Computer Vision and Pattern Recognition9% of their works
- 5Electrical and Electronic Engineering8% of their works
- 6Computer Networks and Communications6% of their works
Research topics
Which keywords describe Petros Drineas's research?
The keywords of their largest research topics: Convex Optimization, Sparse Representation, Compressed Sensing, Signal Recovery, Deep Learning, Neural Networks, Random Projections and Stochastic Gradient Descent.
- Self-Organizing Maps
- Tourette Syndrome
- Tensor Decomposition
- Multilinear Algebra
- Face Recognition
- Numerical Linear Algebra
- Stochastic Gradient Descent
- Neural Networks
- Signal Recovery
- Sparse Representation
- Convex Optimization
- Compressed Sensing
- Deep Learning
- Random Projections
- Matrix Computations
- Dimensionality Reduction
- Embedded Cores
- Obsessive-Compulsive Disorder
- Test Data Compression
- Backpropagation Learning
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
- Convex Optimization182 topics
- Sparse Representation152 topics
- Compressed Sensing111 topic
- Signal Recovery111 topic
- Deep Learning92 topics
- Neural Networks92 topics
- Random Projections71 topic
- Stochastic Gradient Descent71 topic
- Matrix Computations61 topic
- Numerical Linear Algebra61 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Embedded Cores31 topic
- Multilinear Algebra31 topic
- Obsessive-Compulsive Disorder31 topic
- Tensor Decomposition31 topic
- Test Data Compression31 topic
- Tourette Syndrome31 topic
- Backpropagation Learning21 topic
- Self-Organizing Maps21 topic
Where does Petros Drineas work?
Petros Drineas's main affiliation in the publication record is Rensselaer Polytechnic Institute, United States.
How many publications and citations does Petros Drineas have?
Science Explorer counts 58 works and 597 citations for Petros Drineas, ranking #60,014 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.