Cèsar Ferri
Artificial Intelligence Research Institute(ES)Universitat Politècnica de València(ES)
Publications by Year
Research Areas
Machine Learning and Data Classification, Imbalanced Data Classification Techniques, Data Mining Algorithms and Applications, Machine Learning and Algorithms, Rough Sets and Fuzzy Logic
Most-Cited Works
- Proceedings of the 28th International Conference on Machine Learning(2011)
- → An experimental comparison of performance measures for classification(2008)873 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories(2019)405 cited
- Learning Decision Trees Using the Area Under the ROC Curve(2002)
- A unified view of performance metrics: translating threshold choice into expected classification loss(2012)
- → Volume under the ROC Surface for Multi-class Problems(2003)162 cited
- → Larger and more instructable language models become less reliable(2024)131 cited