Albert Bifet
Albert Bifet publishes mostly in Artificial Intelligence, Signal Processing and Information Systems, on topics such as Data Stream Mining Techniques, Anomaly Detection Techniques and Applications and Machine Learning and Data Classification.
- World rank
- #330,477 of 1,633,909 ranked researchers
- Rank in New Zealand
- #1,116 of 4,714
- Works
- 85
- Citations
- 353
- Citations per work
- 4.2
What does Albert Bifet research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence60% of their works
- 2Signal Processing12% of their works
- 3Information Systems5% of their works
- 4Management Science and Operations Research4% of their works
- 5Computer Networks and Communications4% of their works
- 6Environmental Engineering2% of their works
Research topics
- Data Stream Mining Techniques
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
- Time Series Analysis and Forecasting
- Imbalanced Data Classification Techniques
- Data Mining Algorithms and Applications
- Advanced Graph Neural Networks
- Network Security and Intrusion Detection
Which keywords describe Albert Bifet's research?
The keywords of their largest research topics: Concept Drift, Data Streams, Deep Learning, Time Series, Classification, Anomaly Detection, Hyperparameter Optimization and Noisy Labels.
- Network Security
- Intrusion Detection
- SMOTE
- Frequent Patterns
- Machine Learning
- Dynamic Time Warping
- Unsupervised
- Noisy Labels
- Anomaly Detection
- Time Series
- Data Streams
- Concept Drift
- Deep Learning
- Classification
- Hyperparameter Optimization
- Outlier Detection
- Clustering
- Data Mining
- Association Rules
- Imbalanced Data
- Graph Neural Networks
- Knowledge Graph Embedding
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
- Concept Drift301 topic
- Data Streams301 topic
- Deep Learning284 topics
- Time Series222 topics
- Classification162 topics
- Anomaly Detection152 topics
- Hyperparameter Optimization121 topic
- Noisy Labels121 topic
- Outlier Detection121 topic
- Unsupervised121 topic
- Clustering101 topic
- Dynamic Time Warping101 topic
- Data Mining72 topics
- Machine Learning72 topics
- Association Rules41 topic
- Frequent Patterns41 topic
- Imbalanced Data41 topic
- SMOTE41 topic
- Graph Neural Networks31 topic
- Intrusion Detection31 topic
- Knowledge Graph Embedding31 topic
- Network Security31 topic
Where does Albert Bifet work?
Albert Bifet's main affiliation in the publication record is University of Waikato, New Zealand.
How many publications and citations does Albert Bifet have?
Science Explorer counts 85 works and 353 citations for Albert Bifet, ranking #330,477 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.
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