Bhekisipho Twala
Bhekisipho Twala publishes mostly in Artificial Intelligence, Information Systems and Civil and Structural Engineering, on topics such as Imbalanced Data Classification Techniques, Data Mining Algorithms and Applications and Anomaly Detection Techniques and Applications.
- World rank
- #530,543 of 1,633,909 ranked researchers
- Rank in South Africa
- #1,592 of 5,570
- Works
- 45
- Citations
- 145
- Citations per work
- 3.2
What does Bhekisipho Twala research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Information Systems9% of their works
- 3Civil and Structural Engineering7% of their works
- 4Electrical and Electronic Engineering7% of their works
- 5Computer Vision and Pattern Recognition7% of their works
- 6Industrial and Manufacturing Engineering3% of their works
Research topics
Which keywords describe Bhekisipho Twala's research?
The keywords of their largest research topics: Classification, Ensemble Methods, Machine Learning, Data Mining, Deep Learning, Association Rules, Frequent Patterns and Imbalanced Data.
- Self-Organizing Maps
- Federated Learning
- Bioimage Analysis
- Unsupervised
- Hyperparameter Optimization
- Dimensionality Reduction
- SMOTE
- Imbalanced Data
- Association Rules
- Data Mining
- Ensemble Methods
- Classification
- Machine Learning
- Deep Learning
- Frequent Patterns
- Neural Networks
- Anomaly Detection
- Face Recognition
- Noisy Labels
- Backpropagation Learning
- Differential Privacy
- High-Content Screening
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 22 words, with their numbers
- Classification52 topics
- Ensemble Methods52 topics
- Machine Learning53 topics
- Data Mining42 topics
- Deep Learning43 topics
- Association Rules31 topic
- Frequent Patterns31 topic
- Imbalanced Data31 topic
- Neural Networks32 topics
- SMOTE31 topic
- Anomaly Detection21 topic
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Unsupervised21 topic
- Backpropagation Learning11 topic
- Bioimage Analysis11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- High-Content Screening11 topic
- Self-Organizing Maps11 topic
Where does Bhekisipho Twala work?
Bhekisipho Twala's main affiliation in the publication record is University of Johannesburg, South Africa.
How many publications and citations does Bhekisipho Twala have?
Science Explorer counts 45 works and 145 citations for Bhekisipho Twala, ranking #530,543 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.