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 Time Series Analysis and Forecasting.
- World rank
- #173,794 of 7,710,434 ranked researchers
- Rank in New Zealand
- #572 of 21,128
- Works
- 365
- Citations
- 18k
- Citations per work
- 48.7
What does Albert Bifet research?
Albert Bifet's work is mostly in Computer Science (80%), Decision Sciences (3%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences29179.8%
- Computer Science29179.8%
- Everything else6217.0%
- Social Sciences123.2%
- Decision Sciences123.2%
- 1Artificial Intelligence55% of their works
- 2Signal Processing11% of their works
- 3Information Systems6% of their works
- 4Computer Networks and Communications6% of their works
- 5Management Science and Operations Research3% of their works
- 6Computer Vision and Pattern Recognition2% of their works
Research topics
- Data Stream Mining Techniques
- Anomaly Detection Techniques and Applications
- Time Series Analysis and Forecasting
- Machine Learning and Data Classification
- Data Mining Algorithms and Applications
- Network Security and Intrusion Detection
- Advanced Bandit Algorithms Research
- Imbalanced Data Classification Techniques
Which keywords describe Albert Bifet's research?
The keywords of their largest research topics: Online Learning, Concept Drift, Data Streams, Deep Learning, Time Series, Anomaly Detection, Hyperparameter Optimization and Classification.
- SMOTE
- Bayesian Optimization
- Network Security
- Frequent Patterns
- Machine Learning
- Noisy Labels
- Dynamic Time Warping
- Unsupervised
- Classification
- Anomaly Detection
- Deep Learning
- Concept Drift
- Online Learning
- Data Streams
- Time Series
- Hyperparameter Optimization
- Outlier Detection
- Clustering
- Instance Selection
- Data Mining
- Association Rules
- Intrusion Detection
- Bandit Optimization
- Imbalanced Data
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 24 words, with their numbers
- Online Learning2482 topics
- Concept Drift2281 topic
- Data Streams2281 topic
- Deep Learning2163 topics
- Time Series1902 topics
- Anomaly Detection1222 topics
- Hyperparameter Optimization1102 topics
- Classification1092 topics
- Outlier Detection961 topic
- Unsupervised961 topic
- Clustering941 topic
- Dynamic Time Warping941 topic
- Instance Selection901 topic
- Noisy Labels901 topic
- Data Mining532 topics
- Machine Learning532 topics
- Association Rules271 topic
- Frequent Patterns271 topic
- Intrusion Detection261 topic
- Network Security261 topic
- Bandit Optimization201 topic
- Bayesian Optimization201 topic
- Imbalanced Data191 topic
- SMOTE191 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?
OpenAlex counts 365 works and 17,790 citations for Albert Bifet, an h-index of 49, ranking #173,794 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
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