Kelwin Fernandes
Kelwin Fernandes publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Health Informatics, on topics such as Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI) and Imbalanced Data Classification Techniques.
- World rank
- #417,073 of 1,633,909 ranked researchers
- Rank in Portugal
- #1,534 of 9,113
- Works
- 18
- Citations
- 84
- Citations per work
- 4.7
What does Kelwin Fernandes research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition17% of their works
- 3Health Informatics11% of their works
- 4Radiology, Nuclear Medicine and Imaging11% of their works
- 5Information Systems6% of their works
- 6Epidemiology6% of their works
Research topics
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Imbalanced Data Classification Techniques
- Artificial Intelligence in Healthcare and Education
- AI in cancer detection
- Text and Document Classification Technologies
- Advanced Neural Network Applications
- Handwritten Text Recognition Techniques
Which keywords describe Kelwin Fernandes's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Convolutional Neural Networks, Neural Networks, Adversarial Examples, Artificial Intelligence, Classification and Healthcare.
- Text Detection
- Object Detection
- Medical Image Analysis
- Histopathology Images
- Robustness
- Interpretable Models
- Healthcare
- Artificial Intelligence
- Neural Networks
- Deep Learning
- Machine Learning
- Convolutional Neural Networks
- Adversarial Examples
- Classification
- Imbalanced Data
- Machine Learning Interpretability
- Handwriting Recognition
- Image Recognition
- Multi-label Learning
- Text Classification
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
- Machine Learning53 topics
- Deep Learning43 topics
- Convolutional Neural Networks33 topics
- Neural Networks32 topics
- Adversarial Examples21 topic
- Artificial Intelligence21 topic
- Classification21 topic
- Healthcare21 topic
- Imbalanced Data21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Robustness21 topic
- Handwriting Recognition11 topic
- Histopathology Images11 topic
- Image Recognition11 topic
- Medical Image Analysis11 topic
- Multi-label Learning11 topic
- Object Detection11 topic
- Text Classification11 topic
- Text Detection11 topic
Where does Kelwin Fernandes work?
Kelwin Fernandes's main affiliation in the publication record is INESC TEC, Portugal.
How many publications and citations does Kelwin Fernandes have?
Science Explorer counts 18 works and 84 citations for Kelwin Fernandes, ranking #417,073 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.