Aritz Pérez
Aritz Pérez publishes mostly in Artificial Intelligence, Signal Processing and Molecular Biology, on topics such as Machine Learning and Data Classification, Data Stream Mining Techniques and Anomaly Detection Techniques and Applications.
- World rank
- #1,782,879 of 7,710,434 ranked researchers
- Rank in Spain
- #37,790 of 204,306
- Works
- 86
- Citations
- 4k
- Citations per work
- 46.8
What does Aritz Pérez research?
Aritz Pérez's work is mostly in Computer Science (61%), Biochemistry, Genetics and Molecular Biology (5%), Decision Sciences (4%).
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 Sciences5361.1%
- Computer Science5361.1%
- Everything else2629.8%
- Life Sciences44.8%
- Social Sciences44.3%
- Decision Sciences44.3%
- 1Artificial Intelligence48% of their works
- 2Signal Processing6% of their works
- 3Molecular Biology5% of their works
- 4Management Science and Operations Research4% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Aritz Pérez's research?
The keywords of their largest research topics: Hyperparameter Optimization, Noisy Labels, Concept Drift, Data Streams, High-Dimensional Data, Deep Learning, Clustering Algorithms and Anomaly Detection.
- Machine Learning
- Active Learning
- K-means
- Cluster Validation
- Bayesian Networks
- Anomaly Detection
- Deep Learning
- Data Streams
- Noisy Labels
- Hyperparameter Optimization
- Concept Drift
- High-Dimensional Data
- Clustering Algorithms
- Unsupervised
- Causal Inference
- GPS Trajectories
- Trajectory Data Mining
- Clustering
- Mixture Models
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Hyperparameter Optimization211 topic
- Noisy Labels211 topic
- Concept Drift181 topic
- Data Streams181 topic
- High-Dimensional Data182 topics
- Deep Learning172 topics
- Clustering Algorithms142 topics
- Anomaly Detection111 topic
- Unsupervised111 topic
- Bayesian Networks101 topic
- Causal Inference101 topic
- Cluster Validation71 topic
- GPS Trajectories71 topic
- K-means71 topic
- Trajectory Data Mining71 topic
- Active Learning61 topic
- Clustering61 topic
- Machine Learning61 topic
- Mixture Models61 topic
Where does Aritz Pérez work?
Aritz Pérez's main affiliation in the publication record is Basque Center for Applied Mathematics, Spain.
How many publications and citations does Aritz Pérez have?
OpenAlex counts 86 works and 4,023 citations for Aritz Pérez, an h-index of 19, ranking #1,782,879 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
Discussion
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