Cèsar Ferri
Impact in
- Artificial Intelligence top 0.5%
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Topic Modeling
- Text and Document Classification Technologies
- Machine Learning and Algorithms
- Health Informatics top 5%
Papers in
-
- Imbalanced Data Classification Techniques 17
- Machine Learning and Data Classification 12
- Machine Learning and Algorithms 9
- Anomaly Detection Techniques and Applications 7
- Explainable Artificial Intelligence (XAI) 4
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- Data Mining Algorithms and Applications 14
- Co-authors
- José Hernández‐Orallo (35 shared papers)Peter Flach (13 shared papers)Marïa José Ramírez-Quintana (21 shared papers)Fernando Martínez‐Plumed (9 shared papers)Lidia Contreras-Ochando (5 shared papers)Nicolas Lachiche (5 shared papers)Meelis Kull (1 shared paper)Antonio Bella (5 shared papers)
- Journals
- Machine Learning (3 papers)Data Mining and Knowledge Discovery (3 papers)Nature (1 paper)Computers & Education (1 paper)Pattern Recognition Letters (1 paper)
- Partner nations
- SpainUnited KingdomUnited States
In The Last Decade
Cèsar Ferri
52 papers receiving 2.6k citations
Cèsar Ferri's Hit Papers
Peers
Comparison fields: 5 of 186
- Artificial Intelligence 1.4k
- Health Informatics 43
- Computer Vision and Pattern Recognition 435
- Health Information Management 76
- Signal Processing 151
Countries citing papers authored by Cèsar Ferri
This map shows the geographic impact of Cèsar Ferri'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 Cèsar Ferri with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Cèsar Ferri more than expected).
Fields of papers citing papers by Cèsar Ferri
This network shows the impact of papers produced by Cèsar Ferri. 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 Cèsar Ferri. The network helps show where Cèsar Ferri may publish in the future.
Co-authors
The 25 scholars most cited alongside Cèsar Ferri, 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 59 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Proceedings of the 28th International Conference on Machine Learning Hit paper breakdown → | 2011 | 1101 |
| 2 | An experimental comparison of performance measures for classification Hit paper breakdown → | 2008 | 603 |
| 3 | 2019 | 207 | |
| 4 | Learning Decision Trees Using the Area Under the ROC Curve | 2002 | 162 |
| 5 | A unified view of performance metrics: translating threshold choice into expected classification loss | 2012 | 140 |
| 6 | 2010 | 58 | |
| 7 | 2024 | 50 | |
| 8 | 2004 | 45 | |
| 9 | 2017 | 41 | |
| 10 | 2021 | 37 | |
| 11 | 2016 | 32 | |
| 12 | 2013 | 29 | |
| 13 | 2012 | 27 | |
| 14 | Modifying ROC Curves to Incorporate Predicted Probabilities | 2005 | 26 |
| 15 | 2023 | 16 | |
| 16 | 2022 | 15 | |
| 17 | Learning mixtures of localized rules by maximizing the area under the ROC curve | 2004 | 14 |
| 18 | 2017 | 11 | |
| 19 | 2018 | 11 | |
| 20 | 2017 | 10 |
About Cèsar Ferri
Cèsar Ferri is a scholar working on Artificial Intelligence, Information Systems, Computational Theory and Mathematics, Computer Vision and Pattern Recognition and Signal Processing, having authored 59 papers that have together received 2.7k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (17 papers), Data Mining Algorithms and Applications (14 papers), Machine Learning and Data Classification (12 papers), Machine Learning and Algorithms (9 papers), Anomaly Detection Techniques and Applications (7 papers), Rough Sets and Fuzzy Logic (7 papers), Data Management and Algorithms (5 papers) and Explainable Artificial Intelligence (XAI) (4 papers). The work is most often cited by research in Artificial Intelligence (1.4k citations), Health Informatics (43 citations), Computer Vision and Pattern Recognition (435 citations), Health Information Management (76 citations) and Signal Processing (151 citations). Cèsar Ferri has collaborated with scholars based in Spain, United Kingdom and United States. Frequent co-authors include José Hernández‐Orallo, Peter Flach, Marïa José Ramírez-Quintana, Fernando Martínez‐Plumed, Lidia Contreras-Ochando, Nicolas Lachiche, Meelis Kull, Antonio Bella, Vicente Domingo Estruch Fuster and Jan Arne Telle. Their work appears in journals such as Machine Learning, Data Mining and Knowledge Discovery, Nature, Computers & Education and Pattern Recognition Letters.
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.