Albert Orriols-Puig

发表

Unsupervised Learning of Fuzzy Association Rules for Consumer Behavior Modeling

Francisco J. Martínez-López, Albert Orriols-Puig, Jorge Casillas, 2009, SOCO 2009.

Data classification through an evolutionary approach based on multiple criteria

Alvaro Garcia-Piquer, Albert Fornells, Elisabet Golobardes, 2011, Knowledge and Information Systems.

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.

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.

Substructural Surrogates for Learning Decomposable Classification Problems

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

Robust on-line neural learning classifier system for data stream classification tasks

Elisabet Golobardes, Albert Orriols-Puig, Andreu Sancho-Asensio, 2014, Soft Comput..

How XCS deals with rarities in domains with continuous attributes

Xavier Llorà, David E. Goldberg, Albert Orriols-Puig, 2010, GECCO '10.

Bounding XCS's parameters for unbalanced datasets

Ester Bernadó-Mansilla, Albert Orriols-Puig, 2006, GECCO '06.

The Landscape Contest at ICPR 2010

Tin Kam Ho, Núria Macià, Ester Bernadó-Mansilla, 2010, ICPR Contests.

Evolution of Interesting Association Rules Online with Learning Classifier Systems

Albert Orriols-Puig, Jorge Casillas, J. Casillas, 2009, IWLCS.

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

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

Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS

Ester Bernadó-Mansilla, Albert Orriols-Puig, Sergio Morales-Ortigosa, 2008, CCIA.

Class imbalance problem in UCS classifier system: fitness adaptation

Ester Bernadó-Mansilla, Albert Orriols-Puig, 2005, 2005 IEEE Congress on Evolutionary Computation.

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

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

Fuzzy knowledge representation study for incremental learning in data streams and classification problems

Albert Orriols-Puig, Jorge Casillas, J. Casillas, 2011, Soft Comput..

Genetic-based machine learning systems are competitive for pattern recognition

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

In search of targeted-complexity problems

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2010, GECCO '10.

Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering

Alvaro Garcia-Piquer, Jaume Bacardit, Albert Fornells, 2014, IEEE Transactions on Evolutionary Computation.

Evolutionary rule-based systems for imbalanced data sets

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

Automatic Discovery of Potential Causal Structures in Marketing Databases Based on Fuzzy Association Rules

Jorge Casillas, Francisco J. Martínez-López, Albert Orriols-Puig, 2010, Marketing Intelligent Systems Using Soft Computing.

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

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

Fuzzy-UCS: preliminary results

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

A soft-computing-based method for the automatic discovery of fuzzy rules in databases: uses for academic research and management support in marketing

Francisco J. Martínez-López, Albert Orriols-Puig, Jorge Casillas, 2013 .

IndexTV: a MPEG-7 based personalized recommendation system for digital TV

Albert Orriols-Puig, Jordi Mas, Jordi Fabregat, 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

EMO shines a light on the holes of complexity space

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2009, GECCO '09.

Modeling selection pressure in XCS for proportionate and tournament selection

David E. Goldberg, Kumara Sastry, Pier Luca Lanzi, 2007, GECCO '07.

Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems

Ester Bernadó-Mansilla, Albert Orriols-Puig, Jorge Casillas, 2008, 2008 3rd International Workshop on Genetic and Evolving Systems.

Extended Compact Genetic Algorithm in Matlab

Kumara Sastry, Albert Orriols-Puig, 2007 .

Preliminary approach on synthetic data sets generation based on class separability measure

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2008, 2008 19th International Conference on Pattern Recognition.

Unsupervised KDD to creatively support managers' decision making with fuzzy association rules : a distribution channel application

Francisco J. Martínez-López, Albert Orriols-Puig, Jorge Casillas, 2013 .

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.

Analysis of vulnerability assessment results based on CAOS

Alvaro Garcia-Piquer, Albert Fornells, Elisabet Golobardes, 2011, Appl. Soft Comput..

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..

Evolving Fuzzy Rules with UCS: Preliminary Results

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

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..

Beyond Homemade Artificial Data Sets

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2009, HAIS.

Multi-label classification based on analog reasoning

Albert Fornells, Elisabet Golobardes, Albert Orriols-Puig, 2013, Expert Syst. Appl..

Approximate Versus Linguistic Representation in Fuzzy-UCS

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

Mining Imbalanced Data with Learning Classifier Systems

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

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

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

Special issue on advances in learning classifier systems

Daniele Loiacono, Ryan J. Urbanowicz, Albert Orriols-Puig, 2012, Evol. Intell..

Hierarchical evolution of linear regressors

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

The Class Imbalance Problem in UCS Classifier System: A Preliminary Study

Ester Bernadó-Mansilla, Albert Orriols-Puig, 2005, IWLCS.

On the Dimensions of Data Complexity through Synthetic Data Sets

Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, 2008, CCIA.

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.

A study of the effect of different types of noise on the precision of supervised learning techniques

Albert Fornells, Albert Orriols-Puig, David F. Nettleton, 2010, Artificial Intelligence Review.

Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments

Alvaro Garcia-Piquer, Albert Fornells, Elisabet Golobardes, 2009, HAIS.

Evolving association streams

Albert Orriols-Puig, Jorge Casillas, Andreu Sancho-Asensio, 2016, Inf. Sci..

Modeling XCS in class imbalances: population size and parameter settings

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

Facetwise Analysis of XCS for Problems With Class Imbalances

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

Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency

Albert Orriols-Puig, Josep Maria Garrell i Guiu, Joaquin Rios-Boutin, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

A Further Look at UCS Classifier System

Albert Orriols-Puig, 2006 .