PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Cecilio Angulo

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Number of EPrints submitted by this user: 37

Dual unification of bi-class support vector machine formulations
Luis Gonzalez, Cecilio Angulo, Francisco Velasco and Andreu Catala
Pattern Recognition Volume 39, Number 7, pp. 1325-1332, 2006. ISSN 0031-3203

Multi-classification by using tri-class svm
Cecilio Angulo, Francisco Ruiz, Luis Gonzalez and Juan Antonio Ortega
Neural Processing Letters Volume 23, Number 1, pp. 89-101, 2006. ISSN 1370-4621

Unified dual for bi-class svm approaches
Luis Gonzalez, Cecilio Angulo, Francisco Velasco and Andreu Catala
Pattern Recognition Volume 38, Number 10, pp. 1772-1774, 2005. ISSN 0031-3203

Rule-based learning systems for support vector machines
Haydemar Nuñez, Cecilio Angulo and Andreu Catala
Neural Processing Letters 2006. ISSN 1370-4621

Analyzing a sustainability indicator by means of qualitative kernels
Cecilio Angulo, Luis Gonzalez, Francisco Ruiz, Andreu Catala, Francisco Velasco and Nuria Agell
In: Advanced methods for decision making and risk management in sustainability science (2006) Nova Science Publishers , New York, USA . ISBN 1-60021-427-4

Nature-Inspiration on Kernel Machines: Data Mining for Continuous and Discrete Variables
Francisco Ruiz, Cecilio Angulo and Núria Agell
Lecture Notes in Artificial Intelligence Volume 4252, pp. 425-432, 2006. ISSN 0302-9743

A Supervised Discretization Method for Quantitative and Qualitative Ordered Variables
Francisco Ruiz, Cecilio Angulo and Núria Agell
Computación y Sistemas Volume 9, Number 4, 2006. ISSN 1405-5546

Support Vector Machines for color adjustment in automotive basecoat
Francisco Ruiz, Cecilio Angulo and Núria Agell
In: Artificial Intelligence Research and Development Frontiers in Artificial Intelligence and Applications , 146 (146). (2006) IOS Press , Nederland , pp. 19-27. ISBN 1586036637

Using Qualitative Information to Predict Citizens’ Satisfaction
MARTA DOMINGO, NURIA AGELL, XAVIER PARRA, MÓNICA SÁNCHEZ and CECILIO ANGULO
AI Communications Volume 20, Number 1, pp. 59-66, 2007. ISSN 0921-7126

Webots Simulator 5.1.7, developed and supported by Cyberbotics Ltd
RICARDO TÉLLEZ and CECILIO ANGULO
Artificial Life Volume 13, Number 3, pp. 313-318, 2007. ISSN 1064-5462

Herbrich, R., Learning Kernel Classifiers: Theory and Algorithms (Book Review)
Cecilio Angulo
EEE Transactions on Neural Networks Volume 19, Number 11, pp. 1990-1990, 2008. ISSN 1045-9227

IDD: A Supervised Interval Distance-Based Method for Discretization
Francisco Javier Ruiz, Cecilio Angulo and Núria Agell
IEEE Transactions on Knowledge and Data Engineering Volume 20, Number 9, pp. 1230-1238, 2008. ISSN 1041-4347

A note on the bias in SVMs for multi-classification
Luis Gonzalez-Abril, Cecilio Angulo, Francisco Velasco and Juan Antonio Ortega
IEEE Transactions on Neural Networks, vol. 19, no. 4, pp. 723-725 Volume 19, Number 4, pp. 723-725, 2008. ISSN 1045-9227

Support Vector Machines for Interval Discriminant Analysis
Cecilio Angulo, Davide Anguita, Luis Gonzalez-Abril and Juan Antonio Ortega
Neurocomputing Volume 71, Number 7-9, pp. 1220-1229, 2008. ISSN 0925-2312

Progress in modeling, theory, and application of computational intelligence
Fabrice Rossi, Michael Biehl and Cecilio Angulo
Neurocomputing Volume 71, Number 7-9, pp. 1117-1119, 2008. ISSN 0925-2312

Qualitative Evaluation of Chromatographic Data from Quality Control Schemes using a SVM
Montserrat Ventura, Antoni Sanchez-Niubo, Francisco Javier Ruiz, Núria Agell, Rosa Ventura, Cecilio Angulo, Antonia Domingo-Salvany, Jordi Segura and Rafael de la Torre
The Analyst Volume 132, Number 1, pp. 105-111, 2008. ISSN 0003-2654

Robust Bio-regenerative Life Support Systems Control
Jordi Duatis, Cecilio Angulo, Vicenç Puig and Pedro Ponsa
In: Robust Intelligent Systems (2008) Springer , London, UK , pp. 273-295. ISBN 978-1-84800-260-9

Rule extraction based on support and prototype vectors
Haydemar Núñez, Cecilio Angulo and Andreu Català
In: Rule Extraction from Support Vector Machines Studies in Computational Intelligence , 80 (80). (2008) Springer , pp. 109-134. ISBN 978-3-540-75389-6

Emerging motor behaviors: learning joint coordination in articulated mobile robots
Diego E. Pardo, Cecilio Angulo, Sergio del Moral and Andreu Català
Neurocomputing Volume 72, Number 16-18, pp. 3624-3630, 2009. ISSN 0925-2312

Internal representation of the environment in cognitive robotics
Cecilio Angulo, Ricardo A. Téllez and Diego E. Pardo
International Journal of Robotics & Automation Volume 24, Number 3, pp. 214-221, 2009. ISSN 0826-8185

Herbrich, R., Learning kernel classifiers: theory and algorithms (book review)
Cecilio Angulo
EEE Transactions on Neural Networks Volume 19, Number 11, pp. 1990-1990, 2008. ISSN 1045-9227

Support vector regression with interval-input interval-output
Wensen An, Cecilio Angulo and Yanguang Sun
International Journal of Computational Intelligence Systems Volume 1, Number 4, pp. 299-303, 2008. ISSN 1875-6891

A Probabilistic Tri-class Support Vector Machine
Luis Gonzalez-Abril, Cecilio Angulo, Francisco Velasco and Juan Antonio Ortega
Journal of Pattern Recognition Research Volume 5, Number 1, pp. 1-9, 2010. ISSN 1558-884X

Advances in computational intelligence and learning (ESANN 2009)
Pedro Delicado, John A. Lee and Frank-Michael Schleif
Neurocomputing Volume 73, Number 7-9, pp. 1049-1050, 2010.

Analyzing human gait and posture by combining feature selection and kernel methods
Albert Samà, Cecilio Angulo, Diego Pardo, Andreu Català and Joan Cabestany
Neurocomputing Volume 74, Number 16, pp. 2665-2674, 2011. ISSN 0925-2312

Fuzzy expert system for the detection of episodes of poor water quality through continuous measurement
Cecilio Angulo, Joan Cabestany, Pablo Rodríguez, Montserrat Batlle, Antonio González and Sergio de Campos
Expert Systems with Applications Volume 39, Number 1, pp. 1011-1020, 2012. ISSN 0957-4174

Online motion recognition using an accelerometer in a mobile device
Daniel Fuentes, Luis Gonzalez-Abril, Cecilio Angulo and Juan Antonio Ortega
Expert Systems with Applications Volume 39, Number 3, pp. 2461-2465, 2012. ISSN 0957-4174

Biologically inspired path execution using SURF flow in robot navigation
Xavier Perez-Sala, Cecilio Angulo and Sergio Escalera
Lecture Notes in Computer Science Volume 6692, pp. 581-588, 2011. ISSN 0302-9743

Aibo jukebox. a robot dance interactive experience
Cecilio Angulo, Joan Comas and Diego Pardo
Lecture Notes in Computer Science Volume 6692, pp. 605-612, 2011. ISSN 0302-9743

A post-processing strategy for SVM learning from unbalanced data
Haydemar Núñez, Luis Gonzalez-Abril and Cecilio Angulo
In: 19th European Symposium on Artificial Neural Networks, 27-29 Apr 2011, Bruges, Belgium.

A study on output normalization in multiclass svms
Luis Gonzalez-Abril, Francisco Velasco, Cecilio Angulo and Juan Antonio Ortega
Pattern Recognition Letters Volume 34, Number 3, pp. 344-348, 2013. ISSN 0167-8655

Uniform sampling of rotations for discrete and continuous learning of 2d shape models
Xavier Perez-Sala, Laura Igual, Sergio Escalera and Cecilio Angulo
In: Robotic vision: technologies for machine learning and vision applications (2012) IGI Global , Hershey, PA, USA , pp. 23-42.

Human - humanoid robot interaction: the 20q game
Diego Pardo, Oscar Franco, Joan Saez-Pons, Amara Andres and Cecilio Angulo
Lecture Notes in Computer Science Volume 7656, pp. 193-199, 2012. ISSN 0302-9743

The impact of introducing therapeutic robots in hospital's organization
Cecilia Yu Chung-Chang, Marta Diaz and Cecilio Angulo
Lecture Notes in Computer Science Volume 7657, pp. 312-315, 2012. ISSN 0302-9743

A field study with primary school children on perception of social presence and interactive behaviour with a pet robot
Marcel Heerink, Marta Diaz, Jordi Albo-Canals, Alex Barco, Judit Casacuberta and Cecilio Angulo
In: RO-MAN 2012, 09-13 Sep 2012, Paris, France.

BoVDW: bag-of-visual-and-depth-words for gesture recognition
Antonio Hernandez-Vela, Miguel Angel Bautista, Xavier Perez-Sala, Victor Ponce, Xavier Baro, Oriol Pujol, Cecilio Angulo and Sergio Escalera
In: ICPR 2012, 11-15 Nov 2012, Tsukuba, Japan.

A qualitative learning system for human sensory abilities in adjustment tasks
Francisco Javier Ruiz, Nuria Agell, Cecilio Angulo and Monica Sanchez
In: Qualitative Reasoning 2012, 16-18 July 2012, Playa Vista, CA, USA.