César Ferri

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 15

Top Topics

Machine Learning Systems

Multiclass Classification

Top Venues

Data Min. Knowl. Discov.

SoGood@ECML-PKDD

Publications

David Nieves, María José Ramírez-Quintana, Carlos Monserrat, César Ferri, José Hernández-Orallo
Learning Alternative Ways of Performing a Task. CoRR (2024)
Luca Malinverno, Vesna Barros, Francesco Ghisoni, Giovanni Visonà, Roman Kern, Philip J. Nickel, Barbara Elvira Ventura, Ilija Simic, Sarah Stryeck, Francesca Manni, César Ferri, Claire Jean-Quartier, Laura Genga, Gabriele Beate Schweikert, Mario Lovric, Michal Rosen-Zvi
A historical perspective of biomedical explainable AI research. Patterns 4 (9) (2023)
Gonzalo Jaimovitch-Lopez, David Castellano Falcón, César Ferri, José Hernández-Orallo
Think Big, Teach Small: Do Language Models Distil Occam's Razor? NeurIPS (2021)
Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) (2019)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43 (2017)
Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana
CASP-DM: Context Aware Standard Process for Data Mining. CoRR (2017)
Diego Vallejo-Huanga, Paulina Morillo, César Ferri
Semi-Supervised Clustering Algorithms for Grouping Scientific Articles. ICCS (2017)
Daniel Silva-Palacios, César Ferri, María José Ramírez-Quintana
Improving Performance of Multiclass Classification by Inducing Class Hierarchies. ICCS (2017)
David Nieves, César Ferri, José Hernández-Orallo, Carlos Monserrat
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR (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)
Fernando Martínez-Plumed, César Ferri, Lidia Contreras Ochando
Cycling Network Projects: A Decision-Making Aid Approach. SoGood@ECML-PKDD (2016)
Lidia Contreras Ochando, César Ferri
Wind-sensitive Interpolation of Urban Air Pollution Forecasts. ICCS (2016)
Lidia Contreras Ochando, César Ferri
airVLC: An Application for Visualizing Wind-Sensitive Interpolation of Urban Air Pollution Forecasts. ICDM Workshops (2016)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR (2015)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23 (5) (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)
José Hernández-Orallo, Peter A. Flach, César Ferri
ROC curves in cost space. Mach. Learn. 93 (1) (2013)
José Hernández-Orallo, Peter A. Flach, César Ferri
A unified view of performance metrics: translating threshold choice into expected classification loss. J. Mach. Learn. Res. 13 (2012)
Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Learning with Configurable Operators and RL-Based Heuristics. NFMCP (2012)
José Hernández-Orallo, Peter A. Flach, César Ferri
Threshold Choice Methods: the Missing Link CoRR (2011)
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Using negotiable features for prescription problems. Computing 91 (2) (2011)
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)
César Ferri, José Hernández-Orallo, R. Modroiu
An experimental comparison of performance measures for classification. Pattern Recognit. Lett. 30 (1) (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)
Antonio Bella, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana
Negotiation with Price-dependent Probability Models. WAT (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)
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)
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)
César Ferri, José Hernández-Orallo
Cautious Classifiers. ROCAI (2004)
César Ferri, Peter A. Flach, José Hernández-Orallo
Delegating classifiers. ICML (2004)
José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6 (2) (2004)
César Ferri, Peter A. Flach, José Hernández-Orallo
Improving the AUC of Probabilistic Estimation Trees. ECML (2003)
Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Multiple Classifier Systems (2003)
César Ferri, José Hernández-Orallo, Miguel A. Salido
Volume under the ROC Surface for Multi-class Problems. ECML (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, Peter A. Flach, José Hernández-Orallo
Learning Decision Trees Using the Area Under the ROC Curve. ICML (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)
César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
Incremental Learning of Functional Logic Programs. FLOPS (2001)
Elvira Albert, César Ferri, Frank Steiner, Germán Vidal
List-Processing Optimizations in a Multi-Paradigm Declarative Language. WFLP (2000)
Elvira Albert, César Ferri, Frank Steiner, Germán Vidal
Improving Functional Logic Programs by Difference-Lists. ASIAN (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)
María Alpuente, Moreno Falaschi, César Ferri, Ginés Moreno, Germán Vidal
Un Sistema de Transformación para Programas Multiparadigma. Inteligencia Artif. 3 (8) (1999)