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List of works by Jose Hernandez-Orallo

An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning

An Integrated Distance for Atoms

Automatic supervision of gestures to guide novice surgeons during training.

scientific article

Cost-Sensitive Diagnosis of Declarative Programs

Data Mining Strategies for CRM Negotiation Prescription Problems

Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality

scientific article published in 2020

From Ensemble Methods to Comprehensible Models

scientific article published in 2002

Generalisation Operators for Lists Embedded in a Metric Space

Hierarchical Distance-Based Conceptual Clustering

Identifying the Machine Learning Family from Black-Box Models

scholarly article by Raül Fabra-Boluda et al published 2018 in Lecture Notes in Computer Science

Knowledge acquisition with forgetting: an incremental and developmental setting

Learning with Configurable Operators and RL-Based Heuristics

Low-level Event Detection System for Minimally-Invasive Surgery Training

Modelling Machine Learning Models

scholarly article published 2018

Newton Trees

Quantification via Probability Estimators

Reframing in context: A systematic approach for model reuse in machine learning

scholarly article by José Hernández-Orallo et al published 15 November 2016 in AI Communications

Research community dynamics behind popular AI benchmarks

scientific article published in 2021

Similarity-Binning Averaging: A Generalisation of Binning Calibration

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