@article{corcho03ontology, title = {{Methodologies, tools and languages for building ontologies. Where is their meeting point?}}, author = {O. Corcho and M. Fern{\'a}ndez-L{\'o}pez and A. G{\'o}mez-P{\'e}rez}, journal = {Data \& Knowledge Engineering}, number = {1}, pages = {41--64}, publisher = {Elsevier}, volume = {46}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/226764e8a5b5ed620f8be58235e41e7ac/msn}, keywords = {cites.pclass mrefs research.conceptual research.kr.ontologies } } @article{abprs05, title = {{The Kuramoto model: A simple paradigm for synchronization phenomena}}, author = {J. A. {Acebr{\'o}n} and L. L. {Bonilla} and C. J. {P{\'e}rez-Vicente} and F. {Ritort} and R. {Spigler}}, journal = {Rev. Mod. Phys.}, pages = {137-185}, volume = {77}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/28381ebb2669372acabda708f03f436e3/anduviera}, keywords = {imported } } @article{adp06b, title = {{Synchronization processes in complex networks}}, author = {A. {Arenas} and A. {D{\'{\i}}az-Guilera} and C. J. {P{\'e}rez-Vicente}}, journal = {Physica D}, pages = {27-34}, volume = {224}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/2bf1a21bdb8ea17931c796f26e021e8e8/anduviera}, keywords = {imported } } @article{adp06a, title = {{Synchronization Reveals Topological Scales in Complex Networks}}, author = {A. {Arenas} and A. {D{\'{\i}}az-Guilera} and C. J. {P{\'e}rez-Vicente}}, journal = {Phys. Rev. Lett.}, pages = {114102}, volume = {96}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/264e40670af30e8510686fa2ec9cec4ea/anduviera}, keywords = {imported } } @article{gdlp00, title = {{Synchronization, diversity, and topology of networks of integrate and fire oscillators}}, author = {X. {Guardiola} and A. {D{\'{\i}}az-Guilera} and M. {Llas} and C. J. {P{\'e}rez}}, journal = {Phys. Rev. E}, pages = {5565-5570}, volume = {62}, year = {2000}, biburl = {http://www.bibsonomy.org/bibtex/262597ee4efee49efdbd52d0cb733f8ed/anduviera}, keywords = {imported } } @article{corcho2003mta, title = {{Methodologies, tools and languages for building ontologies. Where is their meeting point?}}, author = {O. Corcho and M. Fern{\'a}ndez-L{\'o}pez and A. G{\'o}mez-P{\'e}rez}, journal = {Data \& Knowledge Engineering}, number = {1}, pages = {41--64}, publisher = {Elsevier}, volume = {46}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/226764e8a5b5ed620f8be58235e41e7ac/franzkurfess}, keywords = {engineering ontology tool } } @inproceedings{bachimont:2002, title = {Semantic Commitment for Designing Ontologies: a Proposal}, author = {B. Bachimont and R. Troncy and A. Isaac}, booktitle = {Proc. of the 13th Int'l Conf. on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web (EKAW 2002) (Siguenza, Spain)}, editor = {A. G{\'o}mez-P{\'e}rez and V. Richard Benjamins}, pages = {114--121}, publisher = {Springer Verlag}, year = {2002}, biburl = {http://www.bibsonomy.org/bibtex/2c4260bd4d94ea3e92e1f74b6217a22e8/pdeleenh}, keywords = {imported } } @inproceedings{conf/caepia/PreciadoPM03, title = {Genetic Programming for Automatic Generation of Image Processing Algorithms on the {CNN} Neuroprocessing Architecture}, address = {San Sebastian, Spain}, author = {Victor M. Preciado and Miguel A. Preciado and Miguel A. {Jaramillo Moran}}, booktitle = {Current Topics in Artificial Intelligence 10th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2003, and 5th Conference on Technology Transfer, TTIA 2003. Revised Selected Papers}, editor = {Ricardo Conejo and Maite Urretavizcaya and Jos{\'e}-Luis P{\'e}rez de-la Cruz}, month = {November 12-14}, pages = {374--383}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, url = {http://springerlink.metapress.com/openurl.asp?genre=article&issn=0302-9743&volume=3040&spage=374}, volume = {3040}, year = {2003}, biburl = {http://www.bibsonomy.org/bibtex/2d61f68960b13a3d567984ee3c48946fe/brazovayeye}, abstract = {The Cellular Neural Network Universal Machine (CNN-UM) is a novel neuroprocessor algorithmically programmable having real time and supercomputer power implemented in a single VLSI chip. The local CNN connectivity provides an useful computation paradigm when the problem can be reformulated as a well-defined task where the signal values are placed on a regular 2-D grid (i.e., image processing), and the direct interaction between signal values are limited within a local neighbourhood. This paper introduces a Genetic Programming technique to evolve both the structure and parameters of visual algorithms on this architecture. This is accomplished by defining a set of node functions and terminals to implement the basic operations commonly used. Lastly, the procedures involved in the use of the algorithm are illustrated by several applications.}, bibsource = {DBLP, http://dblp.uni-trier.de/db/conf/caepia/caepia2003.html#PreciadoPM03}, size = {10 pages}, bibdate = {2004-07-08}, isbn = {3-540-22218-9}, doi = {doi:10.1007/b98369}, keywords = {algorithms, genetic programming } } @inproceedings{1068317, title = {Constructive induction and genetic algorithms for learning concepts with complex interaction}, address = {Washington DC, USA}, author = {Leila Shila Shafti and Eduardo P\&\#233;rez P\&\#233;rez}, booktitle = {{GECCO 2005}: Proceedings of the 2005 conference on Genetic and evolutionary computation}, editor = {Hans-Georg Beyer and Una-May O'Reilly and Dirk V. Arnold and Wolfgang Banzhaf and Christian Blum and Eric W. Bonabeau and Erick Cantu-Paz and Dipankar Dasgupta and Kalyanmoy Deb and James A. Foster and Edwin D. {de Jong} and Hod Lipson and Xavier Llora and Spiros Mancoridis and Martin Pelikan and Guenther R. Raidl and Terence Soule and Andy M. Tyrrell and Jean-Paul Watson and Eckart Zitzler}, month = {25-29 June}, pages = {1811--1818}, publisher = {ACM Press}, url = {http://doi.acm.org/10.1145/1068009.1068317}, volume = {2}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/276ca6387d7a99db81aeb9bd1fb28ab3f/brazovayeye}, abstract = {Constructive Induction is the process of transforming the original representation of hard concepts with complex interaction into a representation that highlights regularities. Most Constructive Induction methods apply a greedy strategy to find interacting attributes and then construct functions over them. This approach fails when complex interaction exists among attributes and the search space has high variation. In this paper, we illustrate the importance of applying Genetic Algorithms as a global search strategy for these methods and present MFE2/GA1, while comparing it with other GA-based Constructive Induction methods. We empirically analyse our Genetic Algorithm's operators and compare MFE2/GA with greedy-based methods. We also performed experiments to evaluate the presented method when concept has attributes participating in more than one complex interaction. In experiments that are conducted, MFE2/GA successfully finds interacting attributes and constructs functions to represent interactions. Results show the advantage of using Genetic Algorithms for Constructive Induction when compared with greedy-based methods.}, organisation = {ACM SIGEVO (formerly ISGEC)}, publisher_address = {New York, NY, 10286-1405, USA}, isbn = {1-59593-010-8}, notes = {GECCO-2005 A joint meeting of the fourteenth international conference on genetic algorithms (ICGA-2005) and the tenth annual genetic programming conference (GP-2005). ACM Order Number 910052}, keywords = {Classifier Genetics-Based Learning Learning, Machine Systems, algorithms, attribute attributes construction, constructive design, experimentation, feature genetic induction, interaction, selection, shared } } @inproceedings{1298411, title = {Applying problem solving methods for process knowledge acquisition, representation, and reasoning}, address = {New York, NY, USA}, author = {Jose M. G\'{o}mez-P\'{e}rez and Michael Erdmann and Mark Greaves}, booktitle = {K-CAP '07: Proceedings of the 4th international conference on Knowledge capture}, pages = {15--22}, publisher = {ACM}, url = {http://portal.acm.org/citation.cfm?id=1298406.1298411&coll=ACM&dl=ACM&CFID=69871947&CFTOKEN=53159907}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2d303684ae41f56540b65a1535f80488d/enterldestodes}, description = {Applying problem solving methods for process knowledge acquisition, representation, and reasoning}, location = {Whistler, BC, Canada}, isbn = {978-1-59593-643-1}, doi = {http://doi.acm.org/10.1145/1298406.1298411}, keywords = {ontology ontologylearning } }