A Study of a Genetic Classifier System Based on the Pittsburgh Approach on a Medical Domain. - Ester Bernadó i Mansilla; Abdelouahab Mekaouche; Josep Maria Garrell i Guiu (IEA/AIE, 1999)

Automatic diagnosis with genetic algorithms and case-based reasoning. - Josep Maria Garrell i Guiu; Elisabet Golobardes i Ribé; Ester Bernadó i Mansilla; Xavier Llorà (Artif. Intell. Eng., 1999)

MOLeCS: A MultiObjective Learning Classifier System. - Ester Bernadó i Mansilla; Josep Maria Garrell i Guiu (GECCO, 2000)

MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning. - Ester Bernadó i Mansilla; Josep Maria Garrell i Guiu (EMO, 2001)

XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining. - Ester Bernadó i Mansilla; Xavier Llorà; Josep Maria Garrell i Guiu (IWLCS, 2001)

Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection. - Xavier Llorà; David E. Goldberg; Ivan Traus; Ester Bernadó i Mansilla (IWLCS, 2002)

Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks. - Ester Bernadó i Mansilla; Josep Maria Garrell i Guiu (Evol. Comput., 2003)

On Classifier Domains of Competence. - Ester Bernadó i Mansilla; Tin Kam Ho (ICPR (1), 2004)

Evolution Strategies for DS-CDMA Pseudonoise Sequence Design. - Rosa Maria Alsina; Ester Bernadó-Mansilla; Jose Antonio Morán (CCIA, 2005)

Class imbalance problem in UCS classifier system: fitness adaptation. - Albert Orriols-Puig; Ester Bernadó-Mansilla (Congress on Evolutionary Computation, 2005)

The class imbalance problem in learning classifier systems: a preliminary study. - Albert Orriols-Puig; Ester Bernadó-Mansilla (GECCO Workshops, 2005)

The Class Imbalance Problem in UCS Classifier System: A Preliminary Study. - Albert Orriols-Puig; Ester Bernadó-Mansilla (IWLCS, 2005)

Domain of competence of XCS classifier system in complexity measurement space. - Ester Bernadó-Mansilla; Tin Kam Ho (IEEE Trans. Evol. Comput., 2005)

Bounding XCS's parameters for unbalanced datasets. - Albert Orriols-Puig; Ester Bernadó-Mansilla (GECCO, 2006)

Decision Support System for Breast Cancer Diagnosis by a Meta-Learning Approach Based on Grammar Evolution. - Albert Fornells-Herrera; Elisabet Golobardes i Ribé; Ester Bernadó i Mansilla; Joan Martí Bonmatí (ICEIS (2), 2006)

Multi-objective Learning Classifier Systems. - Ester Bernadó i Mansilla; Xavier Llorà; Ivan Traus (Multi-Objective Machine Learning, 2006)

Multiobjective Evolutionary Algorithm for DS-CDMA Pseudonoise Sequence Design in a Multiresolutive Acquisition. - Rosa Maria Alsina; Lluís Formiga Fanals; Joan Claudi Socoró; Ester Bernadó-Mansilla (CCIA, 2007)

Modeling Problem Transformations based on Data Complexity. - Ester Bernadó-Mansilla; Núria Macià-Antolínez (CCIA, 2007)

Substructrual surrogates for learning decomposable classification problems: implementation and first results. - Albert Orriols-Puig; Ester Bernadó-Mansilla; Kumara Sastry; David E. Goldberg (GECCO (Companion), 2007)

Fuzzy-UCS: preliminary results. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (GECCO (Companion), 2007)

Modeling XCS in class imbalances: population size and parameter settings. - Albert Orriols-Puig; David E. Goldberg; Kumara Sastry; Ester Bernadó-Mansilla (GECCO, 2007)

Modeling selection pressure in XCS for proportionate and tournament selection. - Albert Orriols-Puig; Kumara Sastry; Pier Luca Lanzi; David E. Goldberg; Ester Bernadó-Mansilla (GECCO, 2007)

Measuring the Applicability of Self-organization Maps in a Case-Based Reasoning System. - Albert Fornells; Elisabet Golobardes; Josep Maria Martorell; Josep Maria Garrell i Guiu; Ester Bernadó i Mansilla; Núria Macià (IbPRIA (2), 2007)

A Methodology for Analyzing Case Retrieval from a Clustered Case Memory. - Albert Fornells; Elisabet Golobardes; Josep Maria Martorell; Josep Maria Garrell i Guiu; Núria Macià; Ester Bernadó i Mansilla (ICCBR, 2007)

Learning Classifier Systems: Looking Back and Glimpsing Ahead. - Jaume Bacardit; Ester Bernadó-Mansilla; Martin V. Butz (IWLCS, 2007)

Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS. - Albert Orriols-Puig; Ester Bernadó-Mansilla (IWLCS, 2007)

Evolving Fuzzy Rules with UCS: Preliminary Results. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (IWLCS, 2007)

Substructural Surrogates for Learning Decomposable Classification Problems. - Albert Orriols-Puig; Kumara Sastry; David E. Goldberg; Ester Bernadó-Mansilla (IWLCS, 2007)

On the Dimensions of Data Complexity through Synthetic Data Sets. - Núria Macià; Ester Bernadó-Mansilla; Albert Orriols-Puig (CCIA, 2008)

Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS. - Sergio Morales-Ortigosa; Albert Orriols-Puig; Ester Bernadó-Mansilla (CCIA, 2008)

First approach toward on-line evolution of association rules with learning classifier systems. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (GECCO (Companion), 2008)

Hierarchical evolution of linear regressors. - Francesc Teixidó-Navarro; Albert Orriols-Puig; Ester Bernadó-Mansilla (GECCO, 2008)

Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems. - Jorge Casillas; Albert Orriols-Puig; Ester Bernadó-Mansilla (GEFS, 2008)

Approximate Versus Linguistic Representation in Fuzzy-UCS. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (HAIS, 2008)

Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior. - Núria Macià; Albert Orriols-Puig; Ester Bernadó-Mansilla (HIS, 2008)

New Crossover Operator for Evolutionary Rule Discovery in XCS. - Sergio Morales-Ortigosa; Albert Orriols-Puig; Ester Bernadó-Mansilla (HIS, 2008)

Preliminary approach on synthetic data sets generation based on class separability measure. - Núria Macià; Ester Bernadó-Mansilla; Albert Orriols-Puig (ICPR, 2008)

Genetic-based machine learning systems are competitive for pattern recognition. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (Evol. Intell., 2008)

Learning Classifier Systems in Data Mining: An Introduction. - Larry Bull; Ester Bernadó-Mansilla; John H. Holmes (Learning Classifier Systems in Data Mining, 2008)

Mining Imbalanced Data with Learning Classifier Systems. - Albert Orriols-Puig; Ester Bernadó-Mansilla (Learning Classifier Systems in Data Mining, 2008)

A Comparative Study of Several Genetic-Based Supervised Learning Systems. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (Learning Classifier Systems in Data Mining, 2008)

EMO shines a light on the holes of complexity space. - Núria Macià; Albert Orriols-Puig; Ester Bernadó-Mansilla (GECCO, 2009)

Beyond Homemade Artificial Data Sets. - Núria Macià; Albert Orriols-Puig; Ester Bernadó-Mansilla (HAIS, 2009)

Analysis and improvement of the genetic discovery component of XCS. - Sergio Morales-Ortigosa; Albert Orriols-Puig; Ester Bernadó-Mansilla (Int. J. Hybrid Intell. Syst., 2009)

Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure. - Salvador García 001; José Ramón Cano; Ester Bernadó-Mansilla; Francisco Herrera (Int. J. Pattern Recognit. Artif. Intell., 2009)

Evolutionary rule-based systems for imbalanced data sets. - Albert Orriols-Puig; Ester Bernadó-Mansilla (Soft Comput., 2009)

Facetwise Analysis of XCS for Problems With Class Imbalances. - Albert Orriols-Puig; Ester Bernadó-Mansilla; David E. Goldberg; Kumara Sastry; Pier Luca Lanzi (IEEE Trans. Evol. Comput., 2009)

Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning. - Albert Orriols-Puig; Jorge Casillas; Ester Bernadó-Mansilla (IEEE Trans. Evol. Comput., 2009)

In search of targeted-complexity problems. - Núria Macià; Albert Orriols-Puig; Ester Bernadó-Mansilla (GECCO, 2010)

The Landscape Contest at ICPR 2010. - Núria Macià; Tin Kam Ho; Albert Orriols-Puig; Ester Bernadó-Mansilla (ICPR Contests, 2010)

Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study. - Alberto Fernández 001; Salvador García 001; Julián Luengo; Ester Bernadó-Mansilla; Francisco Herrera (IEEE Trans. Evol. Comput., 2010)

Learner excellence biased by data set selection: A case for data characterisation and artificial data sets. - Núria Macià; Ester Bernadó-Mansilla; Albert Orriols-Puig; Tin Kam Ho (Pattern Recognit., 2013)

Towards UCI+: A mindful repository design. - Núria Macià; Ester Bernadó-Mansilla (Inf. Sci., 2014)

Beyond Creativity: Reflection and Practice of Imagination with Students of Technical Universities. - Simona Chiodo; Viola Schiaffonati; Margherita Arcangeli; Ester Bernadó-Mansilla (EDUCON, 2020)