Albert Orriols-Puig

48 papers A 8B 2C 3Misc 3Journal 15Unranked 13
YearRankTypeTitle / Venue / Authors
2016 J jnl
Evolving association streams.
Inf. Sci.
Andreu Sancho-Asensio, Albert Orriols-Puig, Jorge Casillas
2014 J jnl
Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering.
IEEE Trans. Evol. Comput.
Alvaro Garcia-Piquer, Albert Fornells, Jaume Bacardit, Albert Orriols-Puig, Elisabet Golobardes
2014 J jnl
Robust on-line neural learning classifier system for data stream classification tasks.
Soft Comput.
Andreu Sancho-Asensio, Albert Orriols-Puig, Elisabet Golobardes
2013 J jnl
Learner excellence biased by data set selection: A case for data characterisation and artificial data sets.
Pattern Recognit.
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, Tin Kam Ho
2013 J jnl
Multi-label classification based on analog reasoning.
Expert Syst. Appl.
Ruben Nicolas, Andreu Sancho-Asensio, Elisabet Golobardes, Albert Fornells, Albert Orriols-Puig
2012 J jnl
Special issue on advances in learning classifier systems.
Evol. Intell.
Daniele Loiacono, Albert Orriols-Puig, Ryan J. Urbanowicz
2011 J jnl
Analysis of vulnerability assessment results based on CAOS.
Appl. Soft Comput.
Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes
2011 J jnl
Data classification through an evolutionary approach based on multiple criteria.
Knowl. Inf. Syst.
Alvaro Garcia-Piquer, Albert Fornells, Albert Orriols-Puig, Guiomar Corral, Elisabet Golobardes
2011 J jnl
Fuzzy knowledge representation study for incremental learning in data streams and classification problems.
Soft Comput.
Albert Orriols-Puig, Jorge Casillas
2010 J jnl
A study of the effect of different types of noise on the precision of supervised learning techniques.
Artif. Intell. Rev.
David F. Nettleton, Albert Orriols-Puig, Albert Fornells
2010 — ch.
Automatic Discovery of Potential Causal Structures in Marketing Databases Based on Fuzzy Association Rules.
Marketing Intelligent Systems Using Soft Computing
Albert Orriols-Puig, Jorge Casillas, Francisco José Martínez-López
2010 A conf
How XCS deals with rarities in domains with continuous attributes.
GECCO
Albert Orriols-Puig, Xavier Llorà, David E. Goldberg
2010 A conf
In search of targeted-complexity problems.
GECCO
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
2010 — conf
The Landscape Contest at ICPR 2010.
ICPR Contests
Núria Macià, Tin Kam Ho, Albert Orriols-Puig, Ester Bernadó-Mansilla
2009 J jnl
Analysis and improvement of the genetic discovery component of XCS.
Int. J. Hybrid Intell. Syst.
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
2009 Misc conf
Beyond Homemade Artificial Data Sets.
HAIS
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
2009 A conf
EMO shines a light on the holes of complexity space.
GECCO
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
2009 — conf
Evolution of Interesting Association Rules Online with Learning Classifier Systems.
IWLCS
Albert Orriols-Puig, Jorge Casillas
2009 J jnl
Evolutionary rule-based systems for imbalanced data sets.
Soft Comput.
Albert Orriols-Puig, Ester Bernadó-Mansilla
2009 J jnl
Facetwise Analysis of XCS for Problems With Class Imbalances.
IEEE Trans. Evol. Comput.
Albert Orriols-Puig, Ester Bernadó-Mansilla, David E. Goldberg, Kumara Sastry, Pier Luca Lanzi
2009 J jnl
Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning.
IEEE Trans. Evol. Comput.
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2009 Misc conf
Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments.
HAIS
Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes
2008 — ch.
A Comparative Study of Several Genetic-Based Supervised Learning Systems.
Learning Classifier Systems in Data Mining
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2008 Misc conf
Approximate Versus Linguistic Representation in Fuzzy-UCS.
HAIS
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2008 C conf
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency.
HIS
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Maria Garrell i Guiu
2008 — conf
Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS.
CCIA
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
2008 — conf
First approach toward on-line evolution of association rules with learning classifier systems.
GECCO (Companion)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2008 C conf
Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior.
HIS
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
2008 J jnl
Genetic-based machine learning systems are competitive for pattern recognition.
Evol. Intell.
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2008 A conf
Hierarchical evolution of linear regressors.
GECCO
Francesc Teixidó-Navarro, Albert Orriols-Puig, Ester Bernadó-Mansilla
2008 — ch.
Mining Imbalanced Data with Learning Classifier Systems.
Learning Classifier Systems in Data Mining
Albert Orriols-Puig, Ester Bernadó-Mansilla
2008 — —
New Challenges in Learning Classifier Systems: Mining Rarities and Evolving Fuzzy Models.
Albert Orriols-Puig
2008 C conf
New Crossover Operator for Evolutionary Rule Discovery in XCS.
HIS
Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla
2008 — conf
On the Dimensions of Data Complexity through Synthetic Data Sets.
CCIA
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig
2008 B conf
Preliminary approach on synthetic data sets generation based on class separability measure.
ICPR
Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig
2008 — conf
Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems.
GEFS
Jorge Casillas, Albert Orriols-Puig, Ester Bernadó-Mansilla
2007 — conf
Evolving Fuzzy Rules with UCS: Preliminary Results.
IWLCS
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2007 — conf
Fuzzy-UCS: preliminary results.
GECCO (Companion)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
2007 A conf
Modeling XCS in class imbalances: population size and parameter settings.
GECCO
Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla
2007 A conf
Modeling selection pressure in XCS for proportionate and tournament selection.
GECCO
Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernadó-Mansilla
2007 — conf
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS.
IWLCS
Albert Orriols-Puig, Ester Bernadó-Mansilla
2007 — conf
Substructrual surrogates for learning decomposable classification problems: implementation and first results.
GECCO (Companion)
Albert Orriols-Puig, Ester Bernadó-Mansilla, Kumara Sastry, David E. Goldberg
2007 — conf
Substructural Surrogates for Learning Decomposable Classification Problems.
IWLCS
Albert Orriols-Puig, Kumara Sastry, David E. Goldberg, Ester Bernadó-Mansilla
2006 A conf
Bounding XCS's parameters for unbalanced datasets.
GECCO
Albert Orriols-Puig, Ester Bernadó-Mansilla
2005 B conf
Class imbalance problem in UCS classifier system: fitness adaptation.
Congress on Evolutionary Computation
Albert Orriols-Puig, Ester Bernadó-Mansilla
2005 — conf
The Class Imbalance Problem in UCS Classifier System: A Preliminary Study.
IWLCS
Albert Orriols-Puig, Ester Bernadó-Mansilla
2005 — conf
The class imbalance problem in learning classifier systems: a preliminary study.
GECCO Workshops
Albert Orriols-Puig, Ester Bernadó-Mansilla
2004 A conf
IndexTV: a MPEG-7 based personalized recommendation system for digital TV.
ICME
Marc Rovira, Jordi Gonzàlez, Alejandro López, Jordi Mas, Albert Orriols-Puig, Jordi Fabregat, Gabriel Fernandez