Ester Bernadó-Mansilla

发表

Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection

David E. Goldberg, Xavier Llorà, Ivan Traus, 2002, IWLCS.

Substructural Surrogates for Learning Decomposable Classification Problems

David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla, 2008, IWLCS.

Multiobjective Learning Classifier Systems : An Overview

Xavier Llorà, I. Traus, Ester Bernadó-Mansilla, 2005 .

Genetics-Based Machine Learning for Rule Induction : Taxonomy , Experimental Study and State of the Art

S. García, F. Herrera, Alberto Fernández, 2009 .

Classifier Domains of Competence in Data Complexity Space

Tin Kam Ho, Ester Bernadó-Mansilla, T. Ho, 2006 .

Complexity and Evolutionary Learning : Classifier ’ s Behavior and Domain of Competence

Tin Kam Ho, Ester Bernadó-Mansilla, Albert Orriols, 2005 .

On classifier domains of competence

Tin Kam Ho, Ester Bernadó-Mansilla, T. Ho, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Facetwise Analysis of XCS for Problems With Class Imbalances

David E. Goldberg, Kumara Sastry, Pier Luca Lanzi, 2009, IEEE Transactions on Evolutionary Computation.

Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study

Francisco Herrera, Salvador García, Ester Bernadó-Mansilla, 2010, IEEE Transactions on Evolutionary Computation.

Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Genetic-based machine learning systems are competitive for pattern recognition

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2008, Evol. Intell..

Decision Support System for Breast Cancer Diagnosis by a Meta-Learning Approach Based on Grammar Evolution

Albert Fornells, Elisabet Golobardes, Ester Bernadó-Mansilla, 2006, ICEIS.

A Comparative Study of Several Genetic-Based Supervised Learning Systems

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2008, Learning Classifier Systems in Data Mining.

MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning

Ester Bernadó-Mansilla, Josep Maria Garrell i Guiu, Ester Bernadó-Mansilla, 2001, EMO.

Learning Classifier Systems in Data Mining: An Introduction

Larry Bull, Ester Bernadó-Mansilla, John H. Holmes, 2008, Learning Classifier Systems in Data Mining.

XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining

Xavier Llorà, Ester Bernadó-Mansilla, Josep Maria Garrell i Guiu, 2001, IWLCS.

A Study of a Genetic Classifier System Based on the Pittsburgh Approach on a Medical Domain

Ester Bernadó-Mansilla, Josep Maria Garrell i Guiu, Abdelouahab Mekaouche, 1999, IEA/AIE.

Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure

José Ramón Cano, Francisco Herrera, Ester Bernadó-Mansilla, 2009, Int. J. Pattern Recognit. Artif. Intell..

Learning Classifier Systems: Looking Back and Glimpsing Ahead

Martin V. Butz, Jaume Bacardit, Ester Bernadó-Mansilla, 2008, IWLCS.

Automatic diagnosis with genetic algorithms and case-based reasoning

Elisabet Golobardes, Ester Bernadó-Mansilla, Josep Maria Garrell i Guiu, 1999, Artif. Intell. Eng..

First approach toward on-line evolution of association rules with learning classifier systems

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2008, GECCO '08.

Evolutionary rule-based systems for imbalanced data sets

Ester Bernadó-Mansilla, Albert Orriols-Puig, Ester Bernadó-Mansilla, 2008, Soft Comput..

Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2009, IEEE Transactions on Evolutionary Computation.

Evolving Fuzzy Rules with UCS: Preliminary Results

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2008, IWLCS.

Fuzzy-UCS: preliminary results

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2007, GECCO '07.

A Methodology for Analyzing Case Retrieval from a Clustered Case Memory

Albert Fornells, Elisabet Golobardes, Núria Macià, 2007, ICCBR.

Measuring the Applicability of Self-organization Maps in a Case-Based Reasoning System

Albert Fornells, Elisabet Golobardes, Núria Macià, 2007, IbPRIA.

Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks

Ester Bernadó-Mansilla, Josep Maria Garrell i Guiu, Ester Bernadó-Mansilla, 2003, Evolutionary Computation.

Mining Imbalanced Data with Learning Classifier Systems

Ester Bernadó-Mansilla, Albert Orriols-Puig, Ester Bernadó-Mansilla, 2008, Learning Classifier Systems in Data Mining.

Towards UCI+: A mindful repository design

Núria Macià, Ester Bernadó-Mansilla, Núria Macià, 2014, Inf. Sci..

Learner excellence biased by data set selection: A case for data characterisation and artificial data sets

Tin Kam Ho, Núria Macià, Ester Bernadó-Mansilla, 2013, Pattern Recognit..

Analysis and improvement of the genetic discovery component of XCS

Ester Bernadó-Mansilla, Albert Orriols-Puig, Sergio Morales-Ortigosa, 2009, Int. J. Hybrid Intell. Syst..

New Crossover Operator for Evolutionary Rule Discovery in XCS

Ester Bernadó-Mansilla, Albert Orriols-Puig, Sergio Morales-Ortigosa, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Hierarchical evolution of linear regressors

Ester Bernadó-Mansilla, Albert Orriols-Puig, Francesc Teixidó-Navarro, 2008, GECCO '08.

The class imbalance problem in learning classifier systems: a preliminary study

Ester Bernadó-Mansilla, Albert Orriols-Puig, Ester Bernadó-Mansilla, 2005, GECCO '05.

Substructrual surrogates for learning decomposable classification problems: implementation and first results

David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla, 2007, GECCO '07.

Multiobjective Evolutionary Algorithm for DS-CDMA Pseudonoise Sequence Design in a Multiresolutive Acquisition

Ester Bernadó-Mansilla, Lluís Formiga Fanals, Rosa Maria Alsina, 2007, CCIA.

Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS

Ester Bernadó-Mansilla, Albert Orriols-Puig, Ester Bernadó-Mansilla, 2008, IWLCS.