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 | EE | Martin V. Butz,
Pier Luca Lanzi,
Xavier Llorà,
Daniele Loiacono:
An analysis of matching in learning classifier systems.
GECCO 2008: 1349-1356 |
45 | EE | 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 | EE | 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 | EE | Rosane M. M. 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | David E. Goldberg,
Kumara Sastry,
Xavier Llorà:
Toward routine billion-variable optimization using genetic algorithms.
Complexity 12(3): 27-29 (2007) |
32 | EE | Naohiro Matsumura,
David E. Goldberg,
Xavier Llorà:
Communication Gap Management for Fertile Community.
Soft Comput. 11(8): 791-798 (2007) |
2006 |
31 | EE | Xavier Llorà,
Kumara Sastry,
Francesc Alías,
David E. Goldberg,
Michael Welge:
Analyzing active interactive genetic algorithms using visual analytics.
GECCO 2006: 1417-1418 |
30 | EE | Xavier Llorà,
Kumara Sastry:
Fast rule matching for learning classifier systems via vector instructions.
GECCO 2006: 1513-1520 |
29 | EE | 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 | EE | Ester Bernadó i Mansilla,
Xavier Llorà,
Ivan Traus:
Multi-objective Learning Classifier Systems.
Multi-Objective Machine Learning 2006: 261-288 |
27 | EE | 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 | EE | 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 | EE | Ignasi Belda,
Xavier Llorà,
Ernest Giralt:
Evolutionary algorithms and de novo peptide design.
Soft Comput. 10(4): 295-304 (2006) |
2005 |
24 | EE | Xavier Llorà,
Kumara Sastry,
David E. Goldberg:
The compact classifier system: scalability analysis and first results.
Congress on Evolutionary Computation 2005: 596-603 |
23 | EE | 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 | EE | Xavier Llorà,
Kumara Sastry,
David E. Goldberg:
The compact classifier system: motivation, analysis, and first results.
GECCO 2005: 1993-1994 |
21 | EE | 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 | EE | Xavier Llorà,
Kumara Sastry,
David E. Goldberg:
Binary rule encoding schemes: a study using the compact classifier system.
GECCO Workshops 2005: 88-89 |
19 | EE | Xavier Llorà,
Kumara Sastry,
David E. Goldberg:
Binary Rule Encoding Schemes: A Study Using the Compact Classifier System.
IWLCS 2005: 40-58 |
18 | EE | Naohiro Matsumura,
David E. Goldberg,
Xavier Llorà:
Communication Gaps in Social Networks.
WSTST 2005: 543-552 |
17 | EE | 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 | EE | Ignasi Belda,
Xavier Llorà,
Marc Martinell,
Teresa Tarragó,
Ernest Giralt:
Computer-Aided Peptide Evolution for Virtual Drug Design.
GECCO (1) 2004: 321-332 |
15 | EE | 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 | EE | Xavier Llorà,
Stewart W. Wilson:
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS.
GECCO (2) 2004: 797-809 |
13 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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) |