M. José Ramírez-Quintana

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 5

Top Topics

Hierarchically Organized

Machine Learning

Classifier Combination

Top Venues

Data Min. Knowl. Discov.

Publications

Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI (2020)
Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana
Modelling Machine Learning Models. PT-AI (2017)
José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30 (4) (2016)
Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA (2015)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR (2015)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Bridging the Gap between Distance and Generalization. Comput. Intell. 30 (3) (2014)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA (2014)
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Aggregative quantification for regression. Data Min. Knowl. Discov. 28 (2) (2014)
Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana
On the effect of calibration in classifier combination. Appl. Intell. 38 (4) (2013)
Fernando Martínez-Plumed, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana
On the definition of a general learning system with user-defined operators. CoRR (2013)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Learning with Configurable Operators and RL-Based Heuristics. NFMCP (2012)
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Using negotiable features for prescription problems. Computing 91 (2) (2011)
Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana
Data Mining Strategies for CRM Negotiation Prescription Problems. IEA/AIE (1) (2010)
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Quantification via Probability Estimators. ICDM (2010)
Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Newton Trees. Australasian Conference on Artificial Intelligence (2010)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
An Integrated Distance for Atoms. FLOPS (2010)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Generalisation Operators for Lists Embedded in a Metric Space. AAIP (2009)
Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana
Similarity-Binning Averaging: A Generalisation of Binning Calibration. IDEAL (2009)
Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. PAKDD (2009)
Ana Maria Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Hierarchical Distance-Based Conceptual Clustering. ECML/PKDD (1) (2008)
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. IDEAL (2007)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Minimal Distance-Based Generalisation Operators for First-Order Objects. ILP (2006)
Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana
The Mimetic Technique when the Original Data is Not Available: Model Learning and Revision. Inteligencia Artif. 10 (29) (2006)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Web Categorisation Using Distance-Based Decision Trees. Electron. Notes Theor. Comput. Sci. 157 (2) (2006)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Similarity Functions for Structured Data. An Application to Decision Trees. Inteligencia Artif. 10 (29) (2006)
Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana
Knowledge acquisition through machine learning: minimising expert's effort. ICMLA (2005)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Web Categorisation Using Distance-Based Decision Trees. WWV (2005)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Distance Based Generalisation. ILP (2005)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Bagging Decision Multi-trees. Multiple Classifier Systems (2004)
Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana
Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models. Discovery Science (2004)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Multiple Classifier Systems (2003)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Simple Mimetic Classifiers. MLDM (2003)
Demis Ballis, Moreno Falaschi, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Cost-sensitive diagnosis of declarative programs. Electron. Notes Theor. Comput. Sci. 86 (3) (2003)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
SMILES: A Multi-purpose Learning System. JELIA (2002)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
From Ensemble Methods to Comprehensible Models. Discovery Science (2002)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Shared Ensemble Learning Using Multi-trees. IBERAMIA (2002)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Induction of Decision Multi-trees Using Levin Search. International Conference on Computational Science (1) (2002)
José Hernández-Orallo, M. José Ramírez-Quintana
Predictive Software. Autom. Softw. Eng. 8 (2) (2001)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Incremental Learning of Functional Logic Programs. FLOPS (2001)
Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana
Universal Learning of Classes from Sparse and Non-uniform Evidence. ILP Work-in-progress reports (2000)
José Hernández-Orallo, M. José Ramírez-Quintana
The role of induction in (semi-)automated software life-cycles. WFLP (2000)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Learning functional logic classification concepts from databases. WFLP (2000)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Aprendizaje Automatico de Programas Logico-Funcionales. Inteligencia Artif. 4 (11) (2000)
José Hernández-Orallo, M. José Ramírez-Quintana
Software as Learning: Quality Factors and Life-Cycle Revised. FASE (2000)
José Hernández-Orallo, M. José Ramírez-Quintana
A Strong Complete Schmema for Inductive Functional Logic Programming. ILP (1999)
José Hernández-Orallo, M. José Ramírez-Quintana
Inverse Narrowing for the Induction of Functional Logic Programs. APPIA-GULP-PRODE (1998)