Olatz Arbelaitz
Impact in
- Signal Processing top 2%
- Data Management and Algorithms
- Artificial Intelligence top 2%
- Advanced Clustering Algorithms Research
- Anomaly Detection Techniques and Applications
- Imbalanced Data Classification Techniques
Papers in
-
- Imbalanced Data Classification Techniques 14
- Machine Learning and Data Classification 10
- Advanced Clustering Algorithms Research 6
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- Data Mining Algorithms and Applications 6
- Recommender Systems and Techniques 6
- Co-authors
- Javier Muguerza (43 shared papers)Ibai Gurrutxaga (29 shared papers)Jesús M. Pérez (26 shared papers)Iñigo Perona (16 shared papers)Jose Ignacio Martin (18 shared papers)Ander García (6 shared papers)María Teresa Linaza (6 shared papers)Pieter Vansteenwegen (5 shared papers)
- Journals
- Information Sciences (3 papers)IEEE Transactions on Education (3 papers)Pattern Recognition Letters (3 papers)Journal of the Association for Information Science and Technology (2 papers)Sensors (2 papers)
- Partner nations
- SpainBelgiumUnited Kingdom
In The Last Decade
Olatz Arbelaitz
53 papers receiving 1.8k citations
Olatz Arbelaitz's Hit Papers
Peers
Comparison fields: 5 of 151
- Signal Processing 308
- Artificial Intelligence 830
- Transportation 127
- Industrial and Manufacturing Engineering 140
- Statistical and Nonlinear Physics 159
Countries citing papers authored by Olatz Arbelaitz
This map shows the geographic impact of Olatz Arbelaitz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Olatz Arbelaitz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Olatz Arbelaitz more than expected).
Fields of papers citing papers by Olatz Arbelaitz
This network shows the impact of papers produced by Olatz Arbelaitz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Olatz Arbelaitz. The network helps show where Olatz Arbelaitz may publish in the future.
Co-authors
The 25 scholars most cited alongside Olatz Arbelaitz, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 61 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An extensive comparative study of cluster validity indices Hit paper breakdown → | 2012 | 1001 |
| 2 | 2011 | 102 | |
| 3 | 2010 | 81 | |
| 4 | 2010 | 63 | |
| 5 | 2010 | 53 | |
| 6 | 2006 | 43 | |
| 7 | 2014 | 36 | |
| 8 | 2020 | 35 | |
| 9 | 2015 | 33 | |
| 10 | 2010 | 33 | |
| 11 | 2013 | 31 | |
| 12 | 2022 | 30 | |
| 13 | Service-independent payload analysis to improve intrusion detection in network traffic | 2008 | 28 |
| 14 | 2009 | 27 | |
| 15 | 2005 | 25 | |
| 16 | 2012 | 21 | |
| 17 | 2021 | 20 | |
| 18 | 2019 | 18 | |
| 19 | 2002 | 17 | |
| 20 | Evaluation of malware clustering based on its dynamic behaviour | 2008 | 16 |
About Olatz Arbelaitz
Olatz Arbelaitz is a scholar working on Artificial Intelligence, Information Systems, Signal Processing, Computer Science Applications and Automotive Engineering, having authored 61 papers that have together received 1.9k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (14 papers), Machine Learning and Data Classification (10 papers), Data Management and Algorithms (8 papers), Transportation and Mobility Innovations (7 papers), Data Mining Algorithms and Applications (6 papers), Recommender Systems and Techniques (6 papers), Advanced Clustering Algorithms Research (6 papers) and E-Learning and Knowledge Management (6 papers). The work is most often cited by research in Signal Processing (308 citations), Artificial Intelligence (830 citations), Transportation (127 citations), Industrial and Manufacturing Engineering (140 citations) and Statistical and Nonlinear Physics (159 citations). Olatz Arbelaitz has collaborated with scholars based in Spain, Belgium and United Kingdom. Frequent co-authors include Javier Muguerza, Ibai Gurrutxaga, Jesús M. Pérez, Iñigo Perona, Jose Ignacio Martin, Ander García, María Teresa Linaza, Pieter Vansteenwegen, Wouter Souffriau and Miguel Angel Anton. Their work appears in journals such as Information Sciences, IEEE Transactions on Education, Pattern Recognition Letters, Journal of the Association for Information Science and Technology and Sensors.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.