Working papers
- An Alternative Measurement of the Entropy Evolution of a Genetic Algorithm
Manuel Cebrián, Alfonso Ortega and Manuel Alfonseca - AC: An Integrated Source Code Plagiarism Detection Environment
Manuel Freire, Manuel Cebrián, Emilio del Rosal
2008
- A Study on the Granularity of User Modeling for Tag Prediction
Enrique Frías-Martinez, Manuel Cebrián, Alejandro Jaimes
To be presented at the IEEE/WIC/ACM International Conference on Web Intelligence, Sydney, Australia, 9-12 December 2008. - Towards the Validation of Plagiarism Detection Tools by means of Grammar Evolution
Manuel Cebrián, Manuel Alfonseca, Alfonso Ortega
IEEE Transactions on Evolutionary Computation. In press. - Protein Structure Prediction
With Large Neighborhood Constraint Programming Search
Ivan Dotú, Manuel Cebrián, Pascal Van Hentenryck and Peter Clote
International Conference on Principles and Practice of Constraint Programming (CP'08), Sydney, Australia, September 14–18, 2008. - Protein Structure
Prediction on the Face Centered Cubic Lattice by Local Search
Manuel Cebrián, Ivan Dotú, Pascal Van Hentenryck and Peter Clote
AAAI Conference on Artificial Intelligence (AAAI'08), Chicago, Illinois, July 13–17, 2008. - Contextual Information Retrieval based on Algorithmic Information Theory and Statistical Outlier Detection
Ana Granados, Manuel Cebrián, David Camacho and Francisco Rodriguez
International Meeting on Coding theory and Applications, Valladolid, Spain, September 15-19, 2008. arXiv:0711.4075. - Evaluating the Impact of Information Distortion on Normalized Compression Distance
Rafael Martinez, Manuel Cebrián, David Camacho and Francisco Rodriguez
IEEE Information Theory Workshop (ITW 2008), Porto, Portugal, May 5-9, 2008, pp. 292-297. arxiv:0711.4388.
2007
- The normalized compression distance is resistant to noise
Manuel Cebrián, Manuel Alfonseca, Alfonso Ortega
IEEE Transactions on Information Theory, 53(5):1895-1900, May 2007. - A simple genetic algorithm
for music generation by means of algorithmic information theory
Manuel Alfonseca, Manuel Cebrián, Alfonso Ortega
IEEE Congress on Evolutionary Computation (CEC’2007), Singapore, September 25-28, 2007, pp. 3025-3042. - Automatic generation of
benchmarks for plagiarism detection tools using grammatical evolution
Manuel Cebrián, Manuel Alfonseca, Alfonso Ortega
9th Genetic and Evolutionary Computation Conference (GECCO’2007), London, UK, July 7-11, 2007, pp. 2253. Ph.D. Thesis: Using Algorithmic Information Theory and Stochastic Modeling to Improve Classification and Evolutionary Computation. Defended at Universidad Autónoma de Madrid, Escuela Politécnica Superior, Madrid, Spain, July 2007.
2006
- Detecting translations of the same text and data with common source
Kostadin Koroutchev, Manuel Cebrián
Journal of Statistical Mechanics: Theory and Experiments, P10009, October 2006. - Detecting the same text in different languages
Kostadin Koroutchev, Manuel Cebrián
IEEE Information Theory Workshop (ITW’06), October 22-26, 2006, Chengdu, China, pp. 337-341. - GRASP-Evolution for constraint satisfaction problems
Manuel Cebrián, Iván Dotú
8th Genetic and Evolutionary Computation Conference (GECCO’2006), July 8-12, 2006, Seattle, USA, pp. 531-538.
2005
- Common pitfalls using
normalized compression distance: what to watch out for in a compressor
Manuel Cebrián, Manuel Alfonseca, Alfonso Ortega
Communications in Information and Systems, 5(4):367-384, 2005. - A simple hybrid GRASP-Evolutionary algorithm for CSPs
Manuel Cebrián, Iván Dotú
2nd International Workshop on Local Search Techniques in Constraint Satisfaction (LSCS’05), October 1, 2005, Sitges, Spain, pp. 2-16. - Estrategias de recomienzo para el entrenamiento de perceptrones multicapa (in Spanish)
Manuel Cebrián, Iván Cantador
1er Simposio de Inteligencia Computacional (SICO’05), 13-16 Septiembre, 2005, Granada, Spain, pp. 55-62.
English version: Restart Strategies for Training Multilayer Perceptrons. Advaced Studies Diploma Thesis: Distribuciones de Colas Pesadas, Complejidad de Kolmogorov y Evolución Gramatical. Defended at Universidad Autónoma de Madrid, Escuela Politécnica Superior, Madrid, Spain, July 2005.
2004
- Acceleration of a procedure
to generate fractal curves of a given dimension through the
probabilistic analysis of execution time
Manuel Cebrián, Alfonso Ortega, Manuel Alfonseca
Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Complex Systems and Data Mining (ANNIE’2004), San Louis (Missouri) Nov. 7-10, 2004. Published in Intelligent Engineering Systems Through Artificial Neural Networks, Vol. 14, pp. 265-270.
Extended version: arXiv:0805.1696.
2003
- Redundant Modeling for the QuasiGroup Completion Problem
Iván Dotú, Alvaro del Val, Manuel Cebrián
9th International Confrecence on Principles and Practice of Constraint Programming (CP’2003), since Sept. 29 Sept. until Oct. 3, 2003, Kinsale, Ireland. Published in Lecture Notes in Computer Science, Vol. 2833, pp. 288-302.
- Channelling constraints and value ordering in the quasigroup completion problem
Iván Dotú, Alvaro del Val, Manuel Cebrián
18th International Joint Conference on Artificial Intelligence (IJCAI’2003), August 9-15, Acapulco, Mexico, pp. 1372-1373.