Albert Orriols-Puig

Publication Activity (10 Years)

Years Active: 2004-2016
Publications (10 Years): 1

Top Topics

Experimental Evaluation

Massive Data Sets

Learning Classifier Systems

Top Venues

IEEE Trans. Evol. Comput.

Pattern Recognit.

Publications

Andreu Sancho-Asensio, Albert Orriols-Puig, Jorge Casillas
Evolving association streams. Inf. Sci. (2016)
Andreu Sancho-Asensio, Albert Orriols-Puig, Elisabet Golobardes
Robust on-line neural learning classifier system for data stream classification tasks. Soft Comput. 18 (8) (2014)
Alvaro Garcia-Piquer, Albert Fornells, Jaume Bacardit, Albert Orriols-Puig, Elisabet Golobardes
Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering. IEEE Trans. Evol. Comput. 18 (1) (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)
Ruben Nicolas, Andreu Sancho-Asensio, Elisabet Golobardes, Albert Fornells, Albert Orriols-Puig
Multi-label classification based on analog reasoning. Expert Syst. Appl. 40 (15) (2013)
Daniele Loiacono, Albert Orriols-Puig, Ryan J. Urbanowicz
Special issue on advances in learning classifier systems. Evol. Intell. 5 (2) (2012)
Albert Orriols-Puig, Jorge Casillas
Fuzzy knowledge representation study for incremental learning in data streams and classification problems. Soft Comput. 15 (12) (2011)
Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes
Analysis of vulnerability assessment results based on CAOS. Appl. Soft Comput. 11 (7) (2011)
Alvaro Garcia-Piquer, Albert Fornells, Albert Orriols-Puig, Guiomar Corral, Elisabet Golobardes
Data classification through an evolutionary approach based on multiple criteria. Knowl. Inf. Syst. 33 (1) (2011)
Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla
In search of targeted-complexity problems. GECCO (2010)
Albert Orriols-Puig, Xavier Llorà, David E. Goldberg
How XCS deals with rarities in domains with continuous attributes. GECCO (2010)
David F. Nettleton, Albert Orriols-Puig, Albert Fornells
A study of the effect of different types of noise on the precision of supervised learning techniques. Artif. Intell. Rev. 33 (4) (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)
Albert Orriols-Puig, Jorge Casillas
Evolution of Interesting Association Rules Online with Learning Classifier Systems. IWLCS (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)
Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes
Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments. HAIS (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)
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Maria Garrell i Guiu
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency. HIS (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)
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)
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)
Albert Orriols-Puig, Ester Bernadó-Mansilla
The Class Imbalance Problem in UCS Classifier System: A Preliminary Study. IWLCS (2005)
Marc Rovira, Jordi Gonzàlez, Alejandro López, Jordi Mas, Albert Orriols-Puig, Jordi Fabregat, Gabriel Fernandez
IndexTV: a MPEG-7 based personalized recommendation system for digital TV. ICME (2004)