Michele Donini
Michele Donini publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Biomedical Engineering, on topics such as Machine Learning and Data Classification, Face and Expression Recognition and Domain Adaptation and Few-Shot Learning.
- World rank
- #645,948 of 1,633,909 ranked researchers
- Rank in Italy
- #23,991 of 65,712
- Works
- 16
- Citations
- 79
- Citations per work
- 4.9
What does Michele Donini research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Computer Vision and Pattern Recognition27% of their works
- 3Biomedical Engineering13% of their works
- 4Atomic and Molecular Physics, and Optics7% of their works
- 5Signal Processing7% of their works
Research topics
- Machine Learning and Data Classification
- Face and Expression Recognition
- Domain Adaptation and Few-Shot Learning
- Imbalanced Data Classification Techniques
- Machine Learning and Algorithms
- Stochastic Gradient Optimization Techniques
- Gaussian Processes and Bayesian Inference
- Video Surveillance and Tracking Methods
Which keywords describe Michele Donini's research?
The keywords of their largest research topics: Deep Learning, Classification, Ensemble Methods, Meta-Learning, Dimensionality Reduction, Face Recognition, Gaussian Processes and Hyperparameter Optimization.
- Variational Inference
- Stochastic Gradient Descent
- SMOTE
- Object Tracking
- Image Classification
- Active Learning
- Noisy Labels
- Hyperparameter Optimization
- Face Recognition
- Meta-Learning
- Classification
- Deep Learning
- Ensemble Methods
- Dimensionality Reduction
- Gaussian Processes
- Machine Learning
- Semi-Supervised Learning
- Domain Adaptation
- Imbalanced Data
- Random Projections
- Sparse Regression
- Transfer Learning
- Visual Tracking
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
- Deep Learning44 topics
- Classification32 topics
- Ensemble Methods32 topics
- Meta-Learning32 topics
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Gaussian Processes22 topics
- Hyperparameter Optimization21 topic
- Machine Learning22 topics
- Noisy Labels21 topic
- Semi-Supervised Learning22 topics
- Active Learning11 topic
- Domain Adaptation11 topic
- Image Classification11 topic
- Imbalanced Data11 topic
- Object Tracking11 topic
- Random Projections11 topic
- SMOTE11 topic
- Sparse Regression11 topic
- Stochastic Gradient Descent11 topic
- Transfer Learning11 topic
- Variational Inference11 topic
- Visual Tracking11 topic
Where does Michele Donini work?
Michele Donini's main affiliation in the publication record is Italian Institute of Technology, Italy.
How many publications and citations does Michele Donini have?
Science Explorer counts 16 works and 79 citations for Michele Donini, ranking #645,948 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.