Ester Bernadó-Mansilla

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 1

Top Topics

Researchers And Practitioners Interested

Large Scale Data Sets

School Education

Practical Experiences

Top Venues

Pattern Recognit.

Publications

Simona Chiodo, Viola Schiaffonati, Margherita Arcangeli, Ester Bernadó-Mansilla
Beyond Creativity: Reflection and Practice of Imagination with Students of Technical Universities. EDUCON (2020)
Núria Macià, Ester Bernadó-Mansilla
Towards UCI+: A mindful repository design. Inf. Sci. 261 (2014)
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, Tin Kam Ho
Learner excellence biased by data set selection: A case for data characterisation and artificial data sets. Pattern Recognit. 46 (3) (2013)
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
In search of targeted-complexity problems. GECCO (2010)
Alberto Fernández, Salvador García, Julián Luengo, Ester Bernadó-Mansilla, Francisco Herrera
Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study. IEEE Trans. Evol. Comput. 14 (6) (2010)
Núria Macià, Tin Kam Ho, Albert Orriols-Puig, Ester Bernadó-Mansilla
The Landscape Contest at ICPR 2010. ICPR Contests (2010)
Albert Orriols-Puig, Ester Bernadó-Mansilla
Evolutionary rule-based systems for imbalanced data sets. Soft Comput. 13 (3) (2009)
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
EMO shines a light on the holes of complexity space. GECCO (2009)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning. IEEE Trans. Evol. Comput. 13 (2) (2009)
Albert Orriols-Puig, Ester Bernadó-Mansilla, David E. Goldberg, Kumara Sastry, Pier Luca Lanzi
Facetwise Analysis of XCS for Problems With Class Imbalances. IEEE Trans. Evol. Comput. 13 (5) (2009)
Salvador García, José Ramón Cano, Ester Bernadó-Mansilla, Francisco Herrera
Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure. Int. J. Pattern Recognit. Artif. Intell. 23 (8) (2009)
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
Analysis and improvement of the genetic discovery component of XCS. Int. J. Hybrid Intell. Syst. 6 (2) (2009)
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
Beyond Homemade Artificial Data Sets. HAIS (2009)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Genetic-based machine learning systems are competitive for pattern recognition. Evol. Intell. 1 (3) (2008)
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior. HIS (2008)
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
New Crossover Operator for Evolutionary Rule Discovery in XCS. HIS (2008)
Francesc Teixidó-Navarro, Albert Orriols-Puig, Ester Bernadó-Mansilla
Hierarchical evolution of linear regressors. GECCO (2008)
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig
On the Dimensions of Data Complexity through Synthetic Data Sets. CCIA (2008)
Jorge Casillas, Albert Orriols-Puig, Ester Bernadó-Mansilla
Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems. GEFS (2008)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
First approach toward on-line evolution of association rules with learning classifier systems. GECCO (Companion) (2008)
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig
Preliminary approach on synthetic data sets generation based on class separability measure. ICPR (2008)
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS. CCIA (2008)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Approximate Versus Linguistic Representation in Fuzzy-UCS. HAIS (2008)
Albert Orriols-Puig, Kumara Sastry, David E. Goldberg, Ester Bernadó-Mansilla
Substructural Surrogates for Learning Decomposable Classification Problems. IWLCS (2007)
Albert Orriols-Puig, Ester Bernadó-Mansilla
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS. IWLCS (2007)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Evolving Fuzzy Rules with UCS: Preliminary Results. IWLCS (2007)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Fuzzy-UCS: preliminary results. GECCO (Companion) (2007)
Jaume Bacardit, Ester Bernadó-Mansilla, Martin V. Butz
Learning Classifier Systems: Looking Back and Glimpsing Ahead. IWLCS (2007)
Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernadó-Mansilla
Modeling selection pressure in XCS for proportionate and tournament selection. GECCO (2007)
Albert Orriols-Puig, Ester Bernadó-Mansilla, Kumara Sastry, David E. Goldberg
Substructrual surrogates for learning decomposable classification problems: implementation and first results. GECCO (Companion) (2007)
Ester Bernadó-Mansilla, Núria Macià-Antolínez
Modeling Problem Transformations based on Data Complexity. CCIA (2007)
Rosa Maria Alsina, Lluís Formiga Fanals, Joan Claudi Socoró, Ester Bernadó-Mansilla
Multiobjective Evolutionary Algorithm for DS-CDMA Pseudonoise Sequence Design in a Multiresolutive Acquisition. CCIA (2007)
Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla
Modeling XCS in class imbalances: population size and parameter settings. GECCO (2007)
Albert Orriols-Puig, Ester Bernadó-Mansilla
Bounding XCS's parameters for unbalanced datasets. GECCO (2006)
Albert Orriols-Puig, Ester Bernadó-Mansilla
Class imbalance problem in UCS classifier system: fitness adaptation. Congress on Evolutionary Computation (2005)
Albert Orriols-Puig, Ester Bernadó-Mansilla
The class imbalance problem in learning classifier systems: a preliminary study. GECCO Workshops (2005)
Rosa Maria Alsina, Ester Bernadó-Mansilla, Jose Antonio Morán
Evolution Strategies for DS-CDMA Pseudonoise Sequence Design. CCIA (2005)
Albert Orriols-Puig, Ester Bernadó-Mansilla
The Class Imbalance Problem in UCS Classifier System: A Preliminary Study. IWLCS (2005)
Ester Bernadó-Mansilla, Tin Kam Ho
Domain of competence of XCS classifier system in complexity measurement space. IEEE Trans. Evol. Comput. 9 (1) (2005)