| 2009 | ||
|---|---|---|
| 52 | Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà: On the scalability of XCS(F). GECCO 2009: 1315-1322 | |
| 51 | Xavier Llorà: Data-intensive computing for competent genetic algorithms: a pilot study using meandre. GECCO 2009: 1387-1394 | |
| 50 | Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg: Binary representation in gene expression programming: towards a better scalability. GECCO 2009: 1911-1912 | |
| 49 | Jaume Bacardit, Xavier Llorà: Large scale data mining using genetics-based machine learning. GECCO (Companion) 2009: 3381-3412 | |
| 48 | Xavier Llorà, Anusha Priya, Rohit Bhargava: Observer-invariant histopathology using genetics-based machine learning. Natural Computing 8(1): 101-120 (2009) | |
| 2008 | ||
| 47 | Jaume Bacardit, Ester Bernadó-Mansilla, Martin V. Butz, Tim Kovacs, Xavier Llorà, Keiki Takadama: Learning Classifier Systems, 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers Springer 2008 | |
| 46 | Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, Daniele Loiacono: An analysis of matching in learning classifier systems. GECCO 2008: 1349-1356 | |
| 45 | Shunsuke Saruwatari, Xavier Llorà, Noriko Imafuji Yasui, Hiroshi Tamura, Kumara Sastry, David E. Goldberg: Speeding online synthesis via enforced selecto-recombination. GECCO 2008: 1635-1642 | |
| 44 | Xavier Llorà, Noriko Imafuji Yasui, David E. Goldberg: Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble. GECCO 2008: 985-992 | |
| 43 | Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llorà, Thyago S. P. C. Duque, André C. P. L. F. Carvalho: A new approach for multi-label classification based on default hierarchies and organizational learning. GECCO (Companion) 2008: 2017-2022 | |
| 42 | Noriko Imafuji Yasui, Shunsuke Saruwatari, Xavier Llorà, David E. Goldberg: Facilitation Support for On-Line Focus Group Discussions by Message Feature Map. ICEIS (2) 2008: 563-566 | |
| 2007 | ||
| 41 | Tim Kovacs, Xavier Llorà, Keiki Takadama, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers Springer 2007 | |
| 40 | Xavier Llorà, Kumara Sastry, Tian-Li Yu, David E. Goldberg: Do not match, inherit: fitness surrogates for genetics-based machine learning techniques. GECCO 2007: 1798-1805 | |
| 39 | Xavier Llorà, Rohith Reddy, Brian Matesic, Rohit Bhargava: Towards better than human capability in diagnosing prostate cancer using infrared spectroscopic imaging. GECCO 2007: 2098-2105 | |
| 38 | Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Kumara Sastry, Xavier Llorà, Natalio Krasnogor: Automated alphabet reduction method with evolutionary algorithms for protein structure prediction. GECCO 2007: 346-353 | |
| 37 | Kumara Sastry, David E. Goldberg, Xavier Llorà: Towards billion-bit optimization via a parallel estimation of distribution algorithm. GECCO 2007: 577-584 | |
| 36 | Noriko Imafuji Yasui, Xavier Llorà, David E. Goldberg, Yuichi Washida, Hiroshi Tamura: Delineating Topic and Discussant Transitions in Online Collaborative Environments. ICEIS (2) 2007: 14-21 | |
| 35 | Noriko Imafuji Yasui, Xavier Llorà, David E. Goldberg, Yuichi Washida, Hiroshi Tamura: Key Elements Extraction in Online Collaborative Environments. ICEIS (Selected Papers) 2007: 148-159 | |
| 34 | Xavier Llorà, Kumara Sastry, Cláudio F. Lima, Fernando G. Lobo, David E. Goldberg: Linkage Learning, Rule Representation, and the X-Ary Extended Compact Classifier System. IWLCS 2007: 189-205 | |
| 33 | David E. Goldberg, Kumara Sastry, Xavier Llorà: Toward routine billion-variable optimization using genetic algorithms. Complexity 12(3): 27-29 (2007) | |
| 32 | Naohiro Matsumura, David E. Goldberg, Xavier Llorà: Communication Gap Management for Fertile Community. Soft Comput. 11(8): 791-798 (2007) | |
| 2006 | ||
| 31 | Xavier Llorà, Kumara Sastry, Francesc Alías, David E. Goldberg, Michael Welge: Analyzing active interactive genetic algorithms using visual analytics. GECCO 2006: 1417-1418 | |
| 30 | Xavier Llorà, Kumara Sastry: Fast rule matching for learning classifier systems via vector instructions. GECCO 2006: 1513-1520 | |
| 29 | Ignasi Belda, Ivan Traus, Susana Gordo, Teresa Tarragó, Sergio Madurga, Xavier Llorà, Ernest Giralt: Peptide data mining: from virtual design to knowledge extraction. GECCO 2006: 297-298 | |
| 28 | Ester Bernadó i Mansilla, Xavier Llorà, Ivan Traus: Multi-objective Learning Classifier Systems. Multi-Objective Machine Learning 2006: 261-288 | |
| 27 | Martin Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg: Effective and Reliable Online Classification Combining XCS with EDA Mechanisms. Scalable Optimization via Probabilistic Modeling 2006: 249-273 | |
| 26 | Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg: Automated Global Structure Extraction for Effective Local Building Block Processing in XCS. Evolutionary Computation 14(3): 345-380 (2006) | |
| 25 | Ignasi Belda, Xavier Llorà, Ernest Giralt: Evolutionary algorithms and de novo peptide design. Soft Comput. 10(4): 295-304 (2006) | |
| 2005 | ||
| 24 | Xavier Llorà, Kumara Sastry, David E. Goldberg: The compact classifier system: scalability analysis and first results. Congress on Evolutionary Computation 2005: 596-603 | |
| 23 | Xavier Llorà, Kumara Sastry, David E. Goldberg, Abhimanyu Gupta, Lalitha Lakshmi: Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness. GECCO 2005: 1363-1370 | |
| 22 | Xavier Llorà, Kumara Sastry, David E. Goldberg: The compact classifier system: motivation, analysis, and first results. GECCO 2005: 1993-1994 | |
| 21 | Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg: Extracted global structure makes local building block processing effective in XCS. GECCO 2005: 655-662 | |
| 20 | Xavier Llorà, Kumara Sastry, David E. Goldberg: Binary rule encoding schemes: a study using the compact classifier system. GECCO Workshops 2005: 88-89 | |
| 19 | Xavier Llorà, Kumara Sastry, David E. Goldberg: Binary Rule Encoding Schemes: A Study Using the Compact Classifier System. IWLCS 2005: 40-58 | |
| 18 | Naohiro Matsumura, David E. Goldberg, Xavier Llorà: Communication Gaps in Social Networks. WSTST 2005: 543-552 | |
| 17 | Naohiro Matsumura, David E. Goldberg, Xavier Llorà: Mining directed social network from message board. WWW (Special interest tracks and posters) 2005: 1092-1093 | |
| 2004 | ||
| 16 | Ignasi Belda, Xavier Llorà, Marc Martinell, Teresa Tarragó, Ernest Giralt: Computer-Aided Peptide Evolution for Virtual Drug Design. GECCO (1) 2004: 321-332 | |
| 15 | Xavier Llorà, Kei Ohnishi, Ying-Ping Chen, David E. Goldberg, Michael Welge: Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making. GECCO (2) 2004: 1314-1315 | |
| 14 | Xavier Llorà, Stewart W. Wilson: Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS. GECCO (2) 2004: 797-809 | |
| 13 | Jaume Bacardit, David E. Goldberg, Martin V. Butz, Xavier Llorà, Josep Maria Garrell i Guiu: Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy. PPSN 2004: 1021-1031 | |
| 12 | Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, David E. Goldberg: Knowledge Extraction and Problem Structure Identification in XCS. PPSN 2004: 1051-1060 | |
| 2003 | ||
| 11 | Xavier Llorà, David E. Goldberg: Wise Breeding GA via Machine Learning Techniques for Function Optimization. GECCO 2003: 1172-1183 | |
| 10 | Xavier Llorà, David E. Goldberg: Bounding the effect of noise in Multiobjective Learning Classifier Systems. Evolutionary Computation 11(3): 278-297 (2003) | |
| 9 | Xavier Llorà, Josep Maria Garrell i Guiu: Prototype induction and attribute selection via evolutionary algorithms. Intell. Data Anal. 7(3): 193-208 (2003) | |
| 2002 | ||
| 8 | Xavier Llorà, Josep Maria Garrell i Guiu: Coevolving Different Knowledge Representations With Fine-grained Parallel Learning Classifier Systems. GECCO 2002: 934-941 | |
| 7 | Xavier Llorà, David E. Goldberg, Ivan Traus, Ester Bernadó i Mansilla: Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection. IWLCS 2002: 118-142 | |
| 6 | Elisabet Golobardes, Xavier Llorà, Maria Salamó, Joan Martí: Computer aided diagnosis with case-based reasoning and genetic algorithms. Knowl.-Based Syst. 15(1-2): 45-52 (2002) | |
| 2001 | ||
| 5 | Xavier Llorà, Josep Maria Garrell i Guiu: Inducing Partially-Defined Instances with Evolutionary Algorithms. ICML 2001: 337-344 | |
| 4 | Ester Bernadó i Mansilla, Xavier Llorà, Josep Maria Garrell i Guiu: XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining. IWLCS 2001: 115-132 | |
| 2000 | ||
| 3 | Xavier Llorà, Josep Maria Garrell i Guiu: Evolving Agent Aggregates using Cellular Genetic Algorithms. GECCO 2000: 868 | |
| 1999 | ||
| 2 | Xavier Llorà, Josep Maria Garrell i Guiu: GENIFER: A Nearest Neighbour based Classifier System using GA. GECCO 1999: 797 | |
| 1 | Josep Maria Garrell i Guiu, Elisabet Golobardes i Ribé, Ester Bernadó i Mansilla, Xavier Llorà: Automatic diagnosis with genetic algorithms and case-based reasoning. AI in Engineering 13(4): 367-372 (1999) | |