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ORCIDXavier Llorà
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2020 – today
- 2023
[i1]Kurt Thomas, Sarah Meiklejohn, Michael A. Specter, Xiang Wang, Xavier Llorà, Stephan Somogyi, David Kleidermacher:
Robust, privacy-preserving, transparent, and auditable on-device blocklisting. CoRR abs/2304.02810 (2023)
2010 – 2019
- 2013
- [j16]Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava
:
Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis. Inf. Sci. 222: 805-823 (2013) - [j15]Jaume Bacardit, Xavier Llorà:
Large-scale data mining using genetics-based machine learning. WIREs Data Mining Knowl. Discov. 3(1): 37-61 (2013) - [c57]Jaume Bacardit, Xavier Llorà:
Large scale data mining using genetics-based machine learning. GECCO (Companion) 2013: 741-764 - 2012
- [j14]Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz:
Resource management and scalability of the XCSF learning classifier system. Theor. Comput. Sci. 425: 126-141 (2012) - [c56]Jaume Bacardit, Xavier Llorà:
Large scale data mining using genetics-based machine learning. GECCO (Companion) 2012: 1171-1196 - 2011
- [j13]Francesc Alías, Lluís Formiga, Xavier Llorà:
Efficient and reliable perceptual weight tuning for unit-selection text-to-speech synthesis based on active interactive genetic algorithms: A proof-of-concept. Speech Commun. 53(5): 786-800 (2011) - [c55]Jaume Bacardit, Xavier Llorà:
Large scale data mining using genetics-based machine learning. GECCO (Companion) 2011: 1285-1310 - 2010
- [j12]Jaume Bacardit, Xavier Llorà:
Guest Editorial: Thematic Issue on 'Metaheuristics for large scale data mining'. Memetic Comput. 2(3): 163-164 (2010) - [c54]Lluís Formiga, Francesc Alías, Xavier Llorà:
Evolutionary process indicators for active IGAs applied to weight tuning in unit selection TTS synthesis. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c53]Abhishek Verma, Xavier Llorà, Shivaram Venkataraman, David E. Goldberg, Roy H. Campbell:
Scaling eCGA model building via data-intensive computing. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c52]Albert Orriols-Puig, Xavier Llorà, David E. Goldberg:
How XCS deals with rarities in domains with continuous attributes. GECCO 2010: 1023-1030 - [c51]Bernie Ács, Xavier Llorà, Boris Capitanu, Loretta Auvil, David Tcheng, Mike Haberman, Limin Dong, Tim Wentling, Michael Welge:
Meandre Data-Intensive Application Infrastructure: Extreme Scalability for Cloud and/or Grid Computing. JSAI-isAI Workshops 2010: 233-242 - [p3]Xavier Llorà, Abhishek Verma, Roy H. Campbell, David E. Goldberg:
When Huge Is Routine: Scaling Genetic Algorithms and Estimation of Distribution Algorithms via Data-Intensive Computing. Parallel and Distributed Computational Intelligence 2010: 11-41
2000 – 2009
- 2009
- [j11]Xavier Llorà, Anusha Priya, Rohit Bhargava:
Observer-invariant histopathology using genetics-based machine learning. Nat. Comput. 8(1): 101-120 (2009) - [c50]Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà:
On the scalability of XCS(F). GECCO 2009: 1315-1322 - [c49]Xavier Llorà:
Data-intensive computing for competent genetic algorithms: a pilot study using meandre. GECCO 2009: 1387-1394 - [c48]Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg:
Binary representation in gene expression programming: towards a better scalability. GECCO 2009: 1911-1912 - [c47]Jaume Bacardit, Xavier Llorà:
Large scale data mining using genetics-based machine learning. GECCO (Companion) 2009: 3381-3412 - [c46]Abhishek Verma, Xavier Llorà, David E. Goldberg, Roy H. Campbell:
Scaling Genetic Algorithms Using MapReduce. ISDA 2009: 13-18 - [c45]Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg:
Binary Representation in Gene Expression Programming: Towards a Better Scalability. ISDA 2009: 1441-1444 - [c44]Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava:
On the Homogenization of Data from Two Laboratories Using Genetic Programming. IWLCS 2009: 185-197 - 2008
- [c43]Xavier Llorà, Bernie Ács, Loretta Auvil, Boris Capitanu, Michael Welge, David E. Goldberg:
Meandre: Semantic-Driven Data-Intensive Flows in the Clouds. eScience 2008: 238-245 - [c42]Xavier Llorà, Noriko Imafuji Yasui, David E. Goldberg:
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble. GECCO 2008: 985-992 - [c41]Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, Daniele Loiacono:
An analysis of matching in learning classifier systems. GECCO 2008: 1349-1356 - [c40]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 - [c39]Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llorà, Thyago S. P. C. Duque, André C. P. L. F. de Carvalho:
A new approach for multi-label classification based on default hierarchies and organizational learning. GECCO (Companion) 2008: 2017-2022 - [c38]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 - [e2]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. Lecture Notes in Computer Science 4998, Springer 2008, ISBN 978-3-540-88137-7 [contents] - 2007
- [j10]David E. Goldberg, Kumara Sastry, Xavier Llorà:
Toward routine billion-variable optimization using genetic algorithms. Complex. 12(3): 27-29 (2007) - [j9]Naohiro Matsumura, David E. Goldberg, Xavier Llorà:
Communication Gap Management for Fertile Community. Soft Comput. 11(8): 791-798 (2007) - [c37]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 - [c36]Kumara Sastry, David E. Goldberg, Xavier Llorà:
Towards billion-bit optimization via a parallel estimation of distribution algorithm. GECCO 2007: 577-584 - [c35]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 - [c34]Xavier Llorà, Rohith K. Reddy, Brian Matesic, Rohit Bhargava:
Towards better than human capability in diagnosing prostate cancer using infrared spectroscopic imaging. GECCO 2007: 2098-2105 - [c33]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 - [c32]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 - [c31]Xavier Llorà, Noriko Imafuji Yasui, David E. Goldberg:
Analyzing Trends in the Blogosphere Using Human-Centered Analysis and Visualization Tools. ICWSM 2007 - [c30]Loretta Auvil, Xavier Llorà, Duane Searsmith, Kelly Searsmith:
VAST to Knowledge: Combining tools for exploration and mining. IEEE VAST 2007: 197-198 - [c29]Loretta Auvil, Xavier Llorà, Duane Searsmith, Kelly Searsmith:
VAST to Knowledge: Combining tools for exploration and mining. IEEE VAST 2007: 237-238 - [c28]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 - [e1]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. Lecture Notes in Computer Science 4399, Springer 2007, ISBN 978-3-540-71230-5 [contents] - 2006
- [j8]Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg:
Automated Global Structure Extraction for Effective Local Building Block Processing in XCS. Evol. Comput. 14(3): 345-380 (2006) - [j7]Ignasi Belda, Xavier Llorà, Ernest Giralt:
Evolutionary algorithms and de novo peptide design. Soft Comput. 10(4): 295-304 (2006) - [c27]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 - [c26]Xavier Llorà, Kumara Sastry, Francesc Alías, David E. Goldberg, Michael Welge:
Analyzing active interactive genetic algorithms using visual analytics. GECCO 2006: 1417-1418 - [c25]Xavier Llorà, Kumara Sastry:
Fast rule matching for learning classifier systems via vector instructions. GECCO 2006: 1513-1520 - [c24]Francesc Alías, Xavier Llorà, Lluís Formiga, Kumara Sastry, David E. Goldberg:
Efficient Interactive Weight Tuning For Tts Synthesis: Reducing User Fatigue By Improving User Consistency. ICASSP (1) 2006: 865-868 - [c23]Cecilia Ovesdotter Alm, Xavier Llorà:
Evolving emotional prosody. INTERSPEECH 2006 - [p2]Martin V. 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 - [p1]Ester Bernadó i Mansilla, Xavier Llorà, Ivan Traus:
Multi-objective Learning Classifier Systems. Multi-Objective Machine Learning 2006: 261-288 - 2005
- [j6]Ignasi Belda, Sergio Madurga, Xavier Llorà, Marc Martinell, Teresa Tarragó, Mireia G. Piqueras, Ernesto Nicolás, Ernest Giralt:
ENPDA: an evolutionary structure-based de novo peptide design algorithm. J. Comput. Aided Mol. Des. 19(8): 585-601 (2005) - [c22]Xavier Llorà, Kumara Sastry, David E. Goldberg:
The compact classifier system: scalability analysis and first results. Congress on Evolutionary Computation 2005: 596-603 - [c21]Xavier Llorà, Kumara Sastry, David E. Goldberg:
Binary rule encoding schemes: a study using the compact classifier system. GECCO Workshops 2005: 88-89 - [c20]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 - [c19]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 - [c18]Xavier Llorà, Kumara Sastry, David E. Goldberg:
The compact classifier system: motivation, analysis, and first results. GECCO 2005: 1993-1994 - [c17]Xavier Llorà, Kumara Sastry, David E. Goldberg:
Binary Rule Encoding Schemes: A Study Using the Compact Classifier System. IWLCS 2005: 40-58 - [c16]Naohiro Matsumura, David E. Goldberg, Xavier Llorà:
Communication Gaps in Social Networks. WSTST 2005: 543-552 - [c15]Naohiro Matsumura, David E. Goldberg, Xavier Llorà:
Mining directed social network from message board. WWW (Special interest tracks and posters) 2005: 1092-1093 - 2004
- [c14]Ignasi Belda, Xavier Llorà, Marc Martinell, Teresa Tarragó, Ernest Giralt:
Computer-Aided Peptide Evolution for Virtual Drug Design. GECCO (1) 2004: 321-332 - [c13]Xavier Llorà, Stewart W. Wilson:
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS. GECCO (2) 2004: 797-809 - [c12]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 - [c11]Francesc Alías, Xavier Llorà, Ignasi Iriondo Sanz, Joan Claudi Socoró, Xavier Sevillano, Lluís Formiga:
Perception-guided and phonetic clustering weight tuning based on diphone pairs for unit selection TTS. INTERSPEECH 2004: 1221-1224 - [c10]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 - [c9]Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, David E. Goldberg:
Knowledge Extraction and Problem Structure Identification in XCS. PPSN 2004: 1051-1060 - 2003
- [j5]Xavier Llorà, David E. Goldberg:
Bounding the effect of noise in Multiobjective Learning Classifier Systems. Evol. Comput. 11(3): 278-297 (2003) - [j4]Xavier Llorà, Josep Maria Garrell i Guiu:
Prototype induction and attribute selection via evolutionary algorithms. Intell. Data Anal. 7(3): 193-208 (2003) - [j3]Francesc Alías, Xavier Llorà, Ignasi Iriondo Sanz, Lluís Formiga:
Ajuste subjetivo de pesos para selección de unidades a través de algoritmos genéticos interactivos. Proces. del Leng. Natural 31 (2003) - [c8]Xavier Llorà, David E. Goldberg:
Wise Breeding GA via Machine Learning Techniques for Function Optimization. GECCO 2003: 1172-1183 - [c7]Francesc Alías, Xavier Llorà:
Evolutionary weight tuning based on diphone pairs for unit selection speech synthesis. INTERSPEECH 2003: 1333-1336 - 2002
- [j2]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) - [c6]Xavier Llorà, Josep Maria Garrell i Guiu:
Coevolving Different Knowledge Representations With Fine-grained Parallel Learning Classifier Systems. GECCO 2002: 934-941 - [c5]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 - 2001
- [c4]Xavier Llorà, Josep Maria Garrell i Guiu:
Inducing Partially-Defined Instances with Evolutionary Algorithms. ICML 2001: 337-344 - [c3]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
- [c2]Xavier Llorà, Josep Maria Garrell i Guiu:
Evolving Agent Aggregates using Cellular Genetic Algorithms. GECCO 2000: 868
1990 – 1999
- 1999
- [j1]Josep Maria Garrell i Guiu, Elisabet Golobardes i Ribé, Ester Bernadó i Mansilla, Xavier Llorà:
Automatic diagnosis with genetic algorithms and case-based reasoning. Artif. Intell. Eng. 13(4): 367-372 (1999) - [c1]Xavier Llorà, Josep Maria Garrell i Guiu:
GENIFER: A Nearest Neighbour based Classifier System using GA. GECCO 1999: 797
Coauthor Index
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