Pedro Isasi Viñuela
Pedro
Isasi Viñuela
...
916249455
Leganés
Sabatini
2.1.B.13
Catedrático
Ciencia de la Computación e Inteligencia Artificial

I. Profesional data

 

Full Professor with University Carlos III of Madrid (Escuela Politécnica Superior).

Department of Computer Science.

Phone no: +34 91 6249455. Telefax: no +34 91 6249129. e-mail: isasi@ia.uc3m.es.

Postal Address: Departamento de Informática. Universidad Carlos III de Madrid. Avda. Universidad, 30. 28911. Leganés. Madrid (Spain).

 

II. Education

 

  • Computer Science Degree, Politécnica University, Madrid, Spain (June, 1991)
  • Ph.D. in Computer Science at Politécnica University, Madrid, Spain (February, 1994)

 

III. Teaching experience

 

  • Assistant professor at the Computer Science Department at Carlos III University from 1991 to 1997
  • Professor in Computer Science and Artificial Intelligence at the Computer Science Department at Carlos III University from 1997 to 2001
  • Full professor in Computer Science and Artificial Intelligence at the Computer Science Department at Carlos III University from 2001 until now

 

IV. Experience in Scientific-Academic Management Positions

 

Current positions

  • Director of the laboratory EVANNAI, Evolutionary Algorithms and Neural Networks laboratory and group

Past positions

 

  • Vice-Chancellor of Infrastructures and environment
  • Head of the department of Computer Science
  • Head of the area of Computer Science and Artificial Intelligence, in the Computer Science Department from 2004 to 2008
  • Director of the Ph.D. programme in Computer Science Engineering from 1995 to 2004
  • Chairman of the Computational Finance and Economics Technical Committee (CFETC) of the Computational Intelligence Society (CIS) of the Institute of Electrical and Electronic Engineers, Inc. (IEEE) from 2004 to 2006

 

V. Research experience

 

Advisor of Ten Ph.D. Thesis

 

  • Rule base genetic learning to learning strategies in complex environments. Universidad Politécnica de Madrid. 1998
  • New artificial neural networks models to control and simulation of dynamics systems. Universidad Politécnica de Madrid. 1998
  • Genetic programming of heuristics for planning. Universidad Politécnica de Madrid. 1999
  • Analysis of pseudo-random generators and cripto-analysis by means of evolutionary computation. Universidad Carlos III de Madrid. 2003
  • Specific selection of training sets in neural networks by means of lazy learning. Universidad Carlos III de Madrid. 2004
  • Neural networks for IPO underpricing forecasting. Universidad Pontificia de Comillas. 2004
  • Using micro-populations to improve behavior of interactive evolutionary computation. Universidad Politécnica de Madrid. 2005
  • Particle swarm classification. Universidad Carlos III de Madrid. 2009
  • Evolutionary algorithms for the learning of local rules. Universidad Carlos III de Madrid. 2010
  • Automatic design of non cripto-graphic Hash functions. Universidad Carlos III de Madrid. 2011

 

Director or responsible of research in projects:

 

  • Social Ecosystem for anti-aging, capacitation and wellbeing (SEACW). European Commission. 2013-2016
  • Efficient and Sustainable Mobility (Moves) Ministry of Science and Innovation. 2012-2015.
  • Multidisciplinary Multiobjective Metaheuristics (Mstar). Ministry of Education and Science. 2009-2012.
  • Net Centric Optimization (OpLink). Ministry of Education and Science.2006-2009.
  • Evolutionary Computation in Data Mining. Madrid Regional Gouvernement. 2006.
  • Evolutionary Computation in Classification tasks. Madrid Regional Gouvernement. 2007.
  • Advanced Optimization Techniques for Complex Problems. Ministry of Science and Technology. 2003-2006
  • An International Space for Individual & Collective Presence and Interaction AMUSEMENT. European Commission. 1997-2000.
  • Management and Predictive Advance System Integrating Sounds and Images (MAPAIS). Industry and Energy Ministry. 1994-1997

 

VI. Other Scientific Activities

 

  • Chairman of the Computational Finance and Economics Technical Committee (CFETC) of the Computational Intelligence Society (CIS) of the Institute of Electrical and Electronic Engineers, Inc. (IEEE) from 2004 to 2006
  • Frequent reviewer of leading scientific journals.
  • Organization of Special Sessions in the most relevant congresses in his area.
  • Member of the international program committees of the most relevant congresses in his area, such as:
    • International Conference on Hybrid Intelligent Systems
    • IEEE Congress on Evolutionary Computation
    • International Conference on Hybrid Information Technology
    • International Congress On Artificial Neural Networks
    • International Conference on Parallel Problem Solving from Nature
    • IEEE International Conference on Intelligent System Design and Applications
    • International Work-Conference on Artificial Neural Networks
    • Genetic and Evolutionary Computation Conference

 

VII. Editorship activity

 

Guest Editor in the following special issues of leading Journals:

 

  • “Evolutionary Computation for Finance and Economics”, from the IEEE Transactions on Evolutionary Computation. 2009.
  • “Soft Computing Techniques Applied to Finance, from the Journal Applied Intelligence. 2008
  • “Applied Computational Intelligence for Finance and Economics”, from the Journal Computational Intelligence. 2007
  • “Evolutionary Computation in computer security and Cryptography” , from the Journal New Generation Computing. 2005
  • “Evolutionary Computation in computer security and Cryptography” , from the Journal Computational Intelligence. 2004

Member of the review board of the following International Journals:

 

  • International Journal of Applied Intelligence
  • IEEE Transactions on Neural Networks
  • International Journal of Computational Intelligence

 

Reviewer for the following International Journals:

 

  • IEEE Transactions on Evolutionary Computation
  • Neurocomputing
  • Journal of Heuristics
  • IEEE Transactions on Instrumentation and Measurement
  • Soft Computing Journal
  • IEEE Transactions on Evolutionary Computation
  • Applied Intelligence
  • New Generation Computing
  • Computational Intelligence

 

VIII. Publications

 

By the present time he has published:

 

  • Three University books
  • More than 10 book's chapters
  • More than 50 scientific papers in refereed journalst.
  • More than 100 papers in proceedings of international conferences.
  • A selection of his published (JCR-papers last years) is as follows: 
    • “Clustering technique for large-scale home care crew scheduling problems”. D. Quintana, A Cervantes, Y. Sáez , P. Isasi. Applied Intelligence. 2017 
    • “A comparison study of classifier algorithms for cross-person physical activity recognition”. Y. Saez, A. Baldominos, P. Isasi. Sensors. 17(1). 2017
    • “Enhancing Financial Portfolio Robustness with an Objective Based on ϵ-Neighborhoods”. F Luna, D Quintana, S García, P Isasi. International Journal of Information Technology & Decision Making, 15 (3), 479-515. 2016
    • “Combining RMT-based filtering with time-stamped resampling for robust portfolio optimization” David Quintana, Sandra García, Silvano Cincotti, Pedro Isasi. International Journal of Computational Intelligence Systems. 8 (5), 874-885. 2015
    • “Resting tremor classification and detection in Parkinson's disease patients” C. Camara, P. Isasi, K. Warwick, V. Ruiz, T. Aziz, J. Stein, E. Bakštein. Biomedical Signal Processing and Control 16, 88-97. 2015
    • “Extended mean-variance model for reliable evolutionary portfolio optimization” S García, D Quintana, IM Galván, P Isasi. AI Communications, 27 (3), 315-324. 2014 (Q2 2014) “Soft computing in finance and economics”. D. Quintana, P. Isasi. AI Communications 27 (2), 171-172. 2014
    • “Performance of the Most Common Non-Cryptographic Hash Functions". C. Estébanez, Y. Saez, G. Recio, P. Isasi. Software: Practice and Experience 44 (6), 681-698. 2014
    • “Automatic Design of Non Cryptographic Hash Functions Using Genetic Programming”. C. Estébanez, Y. Saez, G. Recio, P. Isasi. Computational Intelligence, 30(4), 798-831. 2014
    • “Using the ACO Algorithm for Path Searches in Social Networks”. J. Rivero, D. Cuadra, F.J. Calle and P. Isasi. Applied Intelligence. Volume 6, Issue 4, Pages 899-917. 2012
    • “Exploring pricing rules in combinatorial sealed-bid auctions”. A. Mochón, Y. Sáez, J.L. Gomez-Barroso, P. Isasi. Journal of Economic Behavior & Organization. Volume 82, Issue 2, pages 462-478. 2012.
    • “Time-stamped Resampling for Robust Evolutionary Portfolio Optimization”. S. García, D. Quintana, I. Galván, P. Isasi. Expert Systems With Applications. Volume 39, Issue 12, pages 10722-10730. 2012
    • “Multi-objective algorithms with resampling for Portfolio Optimization”. S. García, D. Quintana, I. Galván, P. Isasi. Computing and Informatics. 2012.
    • “Time Series Prediction Evolving Voronoi Regions”. C. Luque, J. M. Valls y P. Isasi. Applied Intelligence. Volume 34, Issue 1, Pages 116-126. 2011
    • “A lazy learning approach for building classification models”. I. Galván, J.M. Valls, M. García and P. Isasi. International Journal of Intelligent Systems. Volume 26, Issue 8, Pages 773-786. 2011
    • “AMPSO: A new Particle Swarm Method for Nearest Neighborhood Classification”. A. Cervantes, I. Galván, P. Isasi. IEEE Transactions on Systems, Man, and Cybernetics: Part B, vol. 39, n. 5, p. 1082 – 1091. 2009.
    • ``Learning Radial Basis Neural Networks in a lazy way: a comparative study''. J.M. Valls, I. Galván, P. Isasi. Neurocomputing. 71, 13-15, pp. 2529– 2537. 2008.
    • ``Local Feature Weighting in Nearest Prototype Classification''. F. Fernández, P. Isasi. IEEE Transaction on Neural Networks. Vol. 19, no. 1, pp. 40-53. 2008.
    • ``Soft Computing techniques applied to Finance''. D. Quintana, Y. Sáez, A. Mochón, P. Isasi. Applied Intelligence. Vol. 29, pp. 111-115. 2008.
    • ``Early bankruptcy prediction using ENPC''. D. Quintana, Y. Sáez, A. Mochón, P. Isasi. Applied Intelligence. Vol. 29, pp. 157-161. 2008.
    • ``Applied Computational Intelligence for Finance and Economics''. P. Isasi, D. Quintana, Y. Sáez, A. Mochón. Computational Intelligence. Vol 23. No 2. pp. 111-116. 2007
    • ``Effects of a rationing rule on the Ausubel Auction: a Genetic Algorithm implementation''. Y. Sáez, D. Quintana, P. Isasi, A. Mochón. Computational Intelligence. Vol 23. No 2. pp. 221-235. 2007
    • ``LRBNN: A Lazy Radial Basis Neural Network Model''. J.M. Valls, I. Galván, P. Isasi. AI Comunications. Vol 20. No 2. pp. 71-86. 2007
    • ``Improving the generalization ability of RBNN using a selective strategy based on the gaussian kernel function''. J. M. Valls, I.M. Galván, P. Isasi. Computing and Informatics. Vol. 25. pp. 1-15. 2006
    • "Non-direct Enconding method based on Cellular Automata to design Neural Network Architectures", G. Gutiérrez, A. Sanchis, P. Isasi, J.M. Molina and I. M. Galván. Computing and Informatics. vol 24, nº V pp 225-247, 2005.
    • ``Binary Particle Swarm Optimization in classification Optimization in classification''. A. Cervantes, I. Galván, P. Isasi. . Neural Network World. Vol. 15 No. 3. pp. 229-241. 2005
    • ``Reference Chromosome to Overcome User Fatigue in IEC''. Y. Saez, J. Segovia, P. Isasi, J. C. Hernández. New Generation Computing. Vol. 23, No. 2. pp. 129-142. 2005
    • ``New results on the genetic cryptanalysis of TEA and reduced-round versions of XTEA''. J. C. Hernández, P. Isasi. New Generation Computing. Vol. 20. pp. 445-449. 2005
    • ``Evolutionary design of nearest prototype classifiers''. F. Fernández, P. Isasi. Journal of Heuristics. Vol 10 No 4. pp. 431-454. 2004
    • ``Finding Efficient Distinguishers for Cryptographic Mappings, with an application to the Block Cipher TEA''. J. C. Hernández, P. Isasi. Computational Intelligence. Vol 20 No. 3. pp. 517-525. 2004
    • ``Introduction to the Applications of Evolutionary Computation in Computer Security''. P. Isasi, J. C. Hernández. Computational Intelligence. Vol 20 No. 3. pp. 445-449. 2004
    • ``Lazy learning in Radial Basis Neural Networks: a way of achieving more accurate models''. J.M. Valls, I. Galván, P. Isasi. Neural Processing Letters. Vol. 20. pp. 105-124. 2004

Basic

  • Meta-heuristics
  • Evolutionary computation
  • Swarm computation
  • Neural networks
  • Deep Learning

Applied

  • Optimization and multi-objective optimization
  • Forecasting
  • Clustering and Classification
  • Finance and economics

Ingeniería en Informática:

  • Computación Biológica
  • Algoritmos Genéticos y Evolutivos

Máster en Ciencia y Tecnología Informática:

  • Computación con inspiración biológica

Máster en Ingeniería Web:

  • Inteligencia Web

Cursos de Humanidades:

  • Las estructuras del mundo

Director:

Félix García Carballeira

 

Subdirectores:

Inés María Galván León

Juan Manuel Estévez Tapiador

 

Secretaria:

Ana María Iglesias Maqueda

 

Secretaría Administrativa:

María José Cano Barquilla

Javier Delicado Huelva

Rafaela Jiménez Mejías

 

Teléfono:

91 6249960

 

Fax:

91 6249129

 

Dirección Postal:

Avda. de la Universidad Nº 30

Edificio Sabatini

28911 Leganés

(Madrid) SPAIN

 

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