José Hernández‐Orallo
Publications by Year
Research Areas
Computability, Logic, AI Algorithms, Machine Learning and Data Classification, Machine Learning and Algorithms, Explainable Artificial Intelligence (XAI), Imbalanced Data Classification Techniques
Most-Cited Works
- Proceedings of the 28th International Conference on Machine Learning(2011)
- → An experimental comparison of performance measures for classification(2008)873 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)
- → Measuring universal intelligence: Towards an anytime intelligence test(2010)199 cited
- A unified view of performance metrics: translating threshold choice into expected classification loss(2012)
- → Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning(2023)190 cited
- → Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement(2016)182 cited
- → Volume under the ROC Surface for Multi-class Problems(2003)162 cited
- → ROC curves for regression(2013)143 cited