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Nebot Castells, Maria Angela
Total activity: 191

Scientific and technological production

1 to 50 of 191 results
 
  • Using the Fuzzy Inductive Reasoning methodology to improve coherence in algorithmic musical beat patterns

     Paz Ortiz, Iván; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Romero Merino, Enrique
    DOI: 10.3233/978-1-61499-452-7-289
    Date of publication: 2014-10-23
    Book chapter
  • Hierarchical fuzzy inductive reasoning classifier

     Bagherpour, Solmaz; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 434-442
    Presentation's date: 2014-08-30
    Presentation of work at congresses
  • A holistic seismic risk scheme using fuzzy sets

     González, Rubén; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Carreño Tibaduiza, Martha Liliana; Barbat Barbat, Horia Alejandro
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 828-835
    Presentation's date: 2014-08-29
    Presentation of work at congresses
  • PEM fuel cell fault diagnosis via a hybrid methodology based on fuzzy and pattern recognition techniques  Open access

     Escobet Canal, Antoni; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    Engineering applications of artificial intelligence
    Vol. 36, p. 40-53
    DOI: 10.1016/j.engappai.2014.07.008
    Date of publication: 2014-08
    Journal article
    Access to the full text
  • Exploration of Customer Churn Routes Using Machine Learning Probabilistic Models  Open access

     García Gómez, David
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Small-particle pollution modeling using fuzzy approaches

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    DOI: 10.1007/978-3-319-03581-9
    Date of publication: 2014
    Book chapter
  • Fuzzy models: Easier to understand and an easier way to handle uncertainties in climate change research

     Gay García, Carlos; Sánchez Meneses, Oscar; Martínez-López, Benjamín; Nebot Castells, Maria Angela; Estrada, Francisco
    DOI: 10.1007/978-3-319-03581-9
    Date of publication: 2014
    Book chapter
  • Towards the development of the smart grid: fast electricity load forecasting using different hybrid approaches

     Jurado Gómez, Sergio; Mugica Alvarez, Francisco José; Nebot Castells, Maria Angela; Avellana, Narcís
    Congrés Internacional de l’Associació Catalana d’Intel·ligència Artificial
    p. 185-188
    DOI: 10.3233/978-1-61499-320-9-185
    Presentation's date: 2013-10
    Presentation of work at congresses
  • Fuzzy approaches improve predictions of energy performance of buildings

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 504-511
    Presentation's date: 2013-07-31
    Presentation of work at congresses
  • Mobile App and Website for major depression monitoring

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Abdollahi, Luca
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 605-612
    Presentation's date: 2013-07-30
    Presentation of work at congresses
  • Short-term electric load forecasting using computational intelligence methods

     Jurado Gómez, Sergio; Peralta Donate, Juan; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Cortez, Paulo
    IEEE International Conference on Fuzzy Systems
    p. 1-8
    DOI: 10.1109/FUZZ-IEEE.2013.6622523
    Presentation's date: 2013-07-09
    Presentation of work at congresses
  • Cartogram visualization for nonlinear manifold learning models

     Vellido Alcacena, Alfredo; Garcia Cortes, David; Nebot Castells, Maria Angela
    Data mining and knowledge discovery
    Vol. 27, num. 1, p. 22-54
    DOI: 10.1007/s10618-012-0294-6
    Date of publication: 2013-07-01
    Journal article
  • Telecommunications customers churn monitoring using flow maps and cartogram visualization

     Garcia Cortes, David; Nebot Castells, Maria Angela; Vellido Alcacena, Alfredo
    International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications
    p. 451-460
    Presentation's date: 2013-02
    Presentation of work at congresses
  • Visualizing pay-per-view television customers churn using cartograms and flow maps

     García Gómez, David; Nebot Castells, Maria Angela; Vellido Alcacena, Alfredo
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
    p. 567-572
    Presentation of work at congresses
  • Towards the development of the smart grid: fast electricity load forecasting using different hybrid approaches

     Jurado Gómez, Sergio; Mugica Alvarez, Francisco José; Nebot Castells, Maria Angela; Avellana, Narcís
    DOI: 10.3233/978-1-61499-320-9-185
    Date of publication: 2013
    Book chapter
  • Generació de decisions davant d'incerteses  Open access

     Escobet Canal, Antoni
    Institute of Industrial and Control Engineering (IOC), Universitat Politècnica de Catalunya
    Theses
  • MADRIM: a major depression remote intelligent monitor

     Mugica Alvarez, Francisco José; Nebot Castells, Maria Angela; Bagherpour, Solmaz; Serrano-Blanco, Antoni; Baladón, Luisa
    IEEE International Conference on Fuzzy Systems
    DOI: 10.1109/FUZZ-IEEE.2012.6251148
    Presentation's date: 2012-06
    Presentation of work at congresses
  • Genetic learning of fuzzy parameters in predictive and decision support modelling

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Castro, Félix; Acosta, Jesús
    An international journal on computational intelligence techniques, methods and applications (Online)
    Vol. 5, num. 2, p. 387-402
    DOI: 10.1080/18756891.2012.685328
    Date of publication: 2012-04
    Journal article
  • Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    International journal of general systems
    Vol. 41, num. 7, p. 645-665
    DOI: 10.1080/03081079.2012.691203
    Date of publication: 2012
    Journal article
  • Quantitative and qualitative approaches for stock movement prediction

     Petchamé, Jordi; Nebot Castells, Maria Angela; Alquezar Mancho, Renato
    International Conference of the Catalan Association for Artificial Intelligence
    p. 233-242
    DOI: 10.3233/978-1-61499-139-7-233
    Presentation's date: 2012
    Presentation of work at congresses
  • Quantitative and qualitative approaches for stock movement prediction

     Petchamé, Jordi; Nebot Castells, Maria Angela; Alquezar Mancho, Renato
    DOI: 10.3233/978-1-61499-139-7-233
    Date of publication: 2012
    Book chapter
  • A framework to provide real time useful knowledge in e-learning environments

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Castro, Félix
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 103-108
    Presentation's date: 2012
    Presentation of work at congresses
  • Simple fuzzy logic models to estimate the global temperature change due to GHG emissions

     Gay García, Carlos; Sánchez Meneses, O.; Martínez López, B.; Nebot Castells, Maria Angela; Estrada Fernandez, Fco. Javier
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 518-526
    Presentation's date: 2012
    Presentation of work at congresses
  • Prediction of PM2.5 concentrations using fuzzy inductive reasoning in Mexico city

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 527-533
    Presentation's date: 2012
    Presentation of work at congresses
  • A major depression patient evolution model based on qualitative reasoning

     Mugica Alvarez, Francisco José; Bagherpour, Solmaz; Nebot Castells, Maria Angela; Serrano-Blanco, Antoni; Baladón, Luisa
    Congrés Internacional de l’Associació Catalana d’Intel·ligència Artificial
    p. 147-156
    Presentation's date: 2011-10-27
    Presentation of work at congresses
  • Fuzzy approaches for modeling dynamical ecological systems

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Martínez-López, Benjamín; Gay, Carlos
    International Conference on Simulation and Modeling Methodologies, Technologies and Applications
    p. 374-379
    Presentation's date: 2011-07-30
    Presentation of work at congresses
  • Robust fault detection and identification in a fuel cell system via fuzzy models

     Escobet Canal, Antoni; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    International Conference on Control Systems and Computer Science
    p. 150-257
    Presentation's date: 2011-05-26
    Presentation of work at congresses
  • Fault diagnosis system based on fuzzy logic: application to a valve actuator benchmark

     Escobet Canal, Antoni; Nebot Castells, Maria Angela; Cellier, François E.
    Journal of intelligent and fuzzy systems
    Vol. 22, num. 4, p. 155-171
    DOI: 10.3233/IFS-2011-0473
    Date of publication: 2011-05-09
    Journal article
  • On the extraction of decision support rules from fuzzy predictive models

     Castro, Félix; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    Applied soft computing
    Vol. 11, num. 4, p. 3463-3475
    DOI: 10.1016/j.asoc.2011.01.018
    Date of publication: 2011
    Journal article
  • Detecció de fallades en un sistema de piles de combustible  Open access

     Escobet Canal, Antoni; Nebot Castells, Maria Angela
    Date: 2010-02-15
    Report
    Access to the full text
  • AIDTUMOUR: HERRAMIENTAS BASADAS EN METODOS DE INTELIGENCIA ARTIFICIAL PARA EL APOYO A LA DECISION EN

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Belanche Muñoz, Luis Antonio; Vellido Alcacena, Alfredo
    Competitive project
  • Fuzzy predictive models to help teachers in e-learning courses

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Castro, Félix
    IEEE World Congress on Computational Intelligence: IEEE International Joint Conference on Neural Networks (IJCNN)
    p. 2077-2083
    DOI: 10.1109/IJCNN.2010.5596582
    Presentation's date: 2010
    Presentation of work at congresses
  • Genetic fuzzy system for predictive and decision support modelling in e-learning

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Castro, Félix; Acosta, Jesús
    International Conference on Complex Medical Engineering
    p. 1804-1811
    DOI: 10.1109/FUZZY.2010.5584229
    Presentation's date: 2010
    Presentation of work at congresses
  • Clustering educational data

     Vellido Alcacena, Alfredo; Castro, Félix; Nebot Castells, Maria Angela
    Date of publication: 2010
    Book chapter
  • Confidence measures for predictions in fuzzy inductive reasoning

     Cellier, François E.; Lopez Herrera, Josefina; Nebot Castells, Maria Angela; Cembrano Gennari, M.Gabriela Elena
    International journal of general systems
    Vol. 39, num. 8, p. 839-853
    DOI: 10.1080/03081079.2010.506180
    Date of publication: 2010
    Journal article
  • Fault detection and identification in a fuel cell system

     Escobet Canal, Antoni; Nebot Castells, Maria Angela
    International Conference of the Catalan Association for Artificial Intelligence
    p. 399-408
    Presentation's date: 2009-10
    Presentation of work at congresses
  • Rule-based assistance to brain tumour diagnosis using LR-FIR

     Nebot Castells, Maria Angela; Castro, Félix; Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Arús, Carles
    Date of publication: 2009-01-31
    Book chapter
  • PM composition and source reconciliation in Mexico City

     Mugica, Violeta; Ortiz, E.; Molina, L.; De Vizcaya-Ruiz, A.; Nebot Castells, Maria Angela; Quintana, Robert; Aguilar, J.; Alcántara, E.
    Atmospheric environment
    Vol. 43, num. 32, p. 5068-5074
    DOI: 10.1016/j.atmosenv.2009.06.051
    Date of publication: 2009
    Journal article
  • Causal relevance to improve the prediction accuracy of dynamical systems using inductive reasoning

     Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José; Castro, Félix
    International journal of general systems
    Vol. 38, num. 3, p. 331-358
    DOI: 10.1080/03081070802614247
    Date of publication: 2009
    Journal article
  • Fuzzy inductive reasoning for variable selection analysis and modelling of biological systems

     Nebot Castells, Maria Angela; Carvajal Valdes, Raul; Mugica Alvarez, Francisco José; Cellier, François E.
    International journal of general systems
    Vol. 38, num. 8, p. 793-811
    DOI: 10.1080/03081070903271095
    Date of publication: 2009
    Journal article
  • dETECCIÓN DE ESTUDIANTES CON COMPORTAMIENTO ATÍPICO

     Vellido Alcacena, Alfredo; Nebot Castells, Maria Angela; Castro, F; Minguillón, J
    Date of publication: 2008-10-31
    Book chapter
  • Fuzzy rules model for global warming decision suport

     Nebot Castells, Maria Angela
    VI Congreso internacional de la asociación española de climatología: Cambio climático regional y sus impactos
    Presentation's date: 2008-10-09
    Presentation of work at congresses
  • Detección de Estudiantes con Comportamiento Atípico en Entornos de Aprendizaje e-Learning

     Castro Espinoza, Felix Agustin; Vellido Alcacena, Alfredo; Nebot Castells, Maria Angela
    Date of publication: 2008-09-30
    Book chapter
  • Rule-based assistance to brain tumour diagnosis using LR-FIR

     Nebot Castells, Maria Angela; Castro Espinoza, Felix Agustin; Vellido Alcacena, Alfredo; Julià Sapé, Margarida; Arús, Carles
    Lecture notes in computer science
    Vol. 5178, p. 173-180
    DOI: 10.1007/978-3-540-85565-1_22
    Date of publication: 2008-09
    Journal article
  • A soft computing decision support framework to improve the e-learning experience

     Castro, F; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    Spring Simulation Multiconference - Modeling and Simulation Education
    p. 781-788
    Presentation of work at congresses
  • Estimating the global temperature change by means of fuzzy logic models obtained from a simple climate model

     Benjamín, Martínez; Carlos, Gay; Nebot Castells, Maria Angela
    VI Congreso internacional de la asociación española de climatología: Cambio climático regional y sus impactos
    p. 553-563
    Presentation of work at congresses
  • Generación de escenarios de emisiones mediante un controlador basado en lógica difusa

     Martínez, B; Nebot Castells, Maria Angela; Gay, C
    Reunión anual 2008: Unión Geofísica Mexicana
    p. 312
    Presentation of work at congresses
  • Fuzzy rules model for global warming decision suport

     Nebot Castells, Maria Angela; Benjamín, Martínez; Castro, Félix; Carlos, Gay
    VI Congreso internacional de la asociación española de climatología: Cambio climático regional y sus impactos
    p. 565-576
    Presentation of work at congresses
  • Modelo difuso para la evaluación de la vulnerabilidad y la adaptación de los productores agrícolas Mexicanos

     Vermonden, A C Conde; Nebot Castells, Maria Angela; Gay, C
    Reunion anual 2008: Unión Geofísica Mexicana
    p. 314
    Presentation of work at congresses
  • A soft computing decision support framework to improve the e-learning experience  Open access

     Castro, Félix; Nebot Castells, Maria Angela; Mugica Alvarez, Francisco José
    Modeling and Simulation in Education
    p. 781-788
    Presentation of work at congresses
    Access to the full text