Artículos Sistemas de la Información

2015

• Evolving classifier TEDAClass for big data

Authors:Kangin, D., Angelov, P., Iglesias, J.A., Sanchís, A.
Published by: Procedia Computer Science

• A two-Stage combining classifier model for the development of adaptive dialog system

Authors: Griol, D., Iglesias, J.A., Ledezma, A., Sanchís, A.
Published by: International Journal of Neural Systems

• An ensemble approach of dual base learners for multi-class classification problems

Authors: Sesmero, M.P., Alonso-Weber, J.M., Gutiérrez, G., Ledezma, A., Sanchís, A.
Published by: Information Fusion

• Web news mining in a evolving framework

Authors: Iglesias, J.A., Tiemblo, A., Ledezma, A., Sanchís, A.
Published by: Information Fusion

• Generating ensembles of heterogeneous classifiersusing Stacked Generalization

Authors: Sesmero, M.P., Ledezma, A., Sanchís, A.
Published by: Willey Interdisciplinary Reviews: Data Mining and Knowledge Discovery

• Context-based multi-level information fusion for harbor surveillance Information Fusion

Authors: Gómez, J., Serrano,M. , García, J. , Molina, J. M., Rogova, G.
Published by: Information Fusion

• A practical approach for active camera coordination based on a fusion-driven multi-agent system

Authors: Luis, A., Patricio, M.A., Molina, J.M. 
Published by: International Journal of Systems Science

• A fuzzy reputation agent trust model (AFRAS) in the art testbed

Authors: Carbó, J. y Molina, J. M
Published by: Journal of Softcomputing

• An approach to develop intelligent learning environments by means of immersive virtual worlds

Authors: Griol, D., Molina, J.M., Callejas, Z.
Published by: Journal on Ambient Intelligence and Smart Environments (JAISE)

• A proposal to create learning environments in virtual worlds integrating advanced educative Resources.

Authors: Griol, D., Molina, J.M., Sanchís, A., Callejas, Z.
Published by: Journal of Universal Computer Science (J.UCS)

• Modeling the user state for context-aware spoken interaction in ambient assisted living

Authors: Griol, S., Molina, J.M., Callejas, Z.
Published by: Applied Intelligence

• A guided mutation operator for dynamic diversity enhancement in evolutionary strategies

Authors: Guerrero, J.J., Berlanga, A., Molina, J.M.
Published by: International Journal of Natural Computing Research (IJNCR)

• Multiobjective local search as an initialization procedure for evolutionary approaches to polygonal approximation

Authors: Molina, J.M., Guerrero, J. L. , Berlanga, A.
Published by: International Journal of Artificial Intelligence

• Human action recognition with sparse classification and multiple view learning

Authors: Cilla, R., Patricio, M.A., Berlanga, A., Molina, J.M.
Published by: Expert Systems

• Ontological representation of time-of-flight camera data to support vision-based AmI

Authors: Serrano,M.A., Gómez-Romero, J., Patricio,M.A., García,J., Molina, J.M.
Published by: Sensors, special issue: Sensors and Wireless Sensor Networks for Novel Concepts of Things, Interfaces and Applications in Smart Spaces

• Sensor-based Bayesian detection of anomalous living patterns in a home setting

Authors: Ordóñez,F.J., de Toledo,P., Sanchis, A.
Published by: Personal and Ubiquitous Computing

• Combining additive input noise annealing and pattern transformations for improved handwritten character recognition

Authors: Alonso-Weber, J.M., Sesmero, M., Sanchís, A.
Published by: Expert Systems With Applications

• Bayesian inference for hidden Markov Models in activity recognition

Authors: Ordonez, F., Englebienne, G., de Toledo, P., van Kasteren, T., Sanchis, A.
Published by: Krose, Ben. IEEE Pervasive Computing

• An ensemble approach of dual base learners for Multi-Class Classification Problems

Authors: Sesmero, M., Alonso-Weber, J.M., Gutiérrez, G., Ledezma, A., Sanchís, A.
Published by: Information Fusion 

• Bringing together commercial and academic perspectives for the development of intelligent AmI interfaces

Authors:Griol, D., Molina, J.M., Callejas, Z.
Published by:Journal of Ambient Intelligence and Smart Environments

• Context-aided sensor fusion for enhanced urban navigation

Authors:Martí, E., Martín, D., García, J., de la Escalera, A., Molina, J.M., Armingol, J.M.
Published by:Sensors

• InContexto: Mobile phone multi-sensor architecture to obtain people context

Authors:Blazquez, G., Berlanga, A., Molina, J.M.
Published by: International Journal of Distributed Sensor Networks

• A statistical user simulation technique to develop interactive and user-centered conversational agents

Authors:Griol, D., Carbó, J., Molina, J.L.
Published by:International Journal of Artificial Intelligence

• High-level scene interpretation from visual and contextual data in smart homes: an Information Fusion approach

Authors: Gómez-Romero, J., Serrano, M.A., Patricio, M.A., García, J., Molina, J.M.
Published by:Journal of Personal and Ubiquitous Computing.

• A multi-objective approach for the segmentation issue

Authors: Guerrero, J.L., Berlanga, A., Molina, J.M.
Published by:Engineering Optimization

• A probabilistic, discriminative and distributed system for the recognition of human actions from multiple views

Authors:Cilla, R., Patricio, M.A., Berlanga, A., Molina, J.M.
Published by:Neurocomputing

• Methodological design and comparative evaluation of a MAS providing AmI

Authors: Venturini, V., Carbo, J., Molina, J.M.
Published by:Expert Systems with Applications International Journal

• A proposal to create learning environments in virtual worlds integrating advanced educative resources

Authors:Griol, D., Molina, J.M., Sanchis, A. y Callejas, Z.
Published by:Journal of Universal Computer Science

• Time series forecasting. A comparative study between an evolving artificial neural networks system and statistical methods

Authors:Peralta, J., Gutiérrez,G., Sanchis, A.
Published by:International Journal on Artificial, Intelligence Tools

• Human Activity Recognition Based on Evolving Fuzzy Systems

Authors:Angelov, P. Ledezma, A. y Sanchis, A.
Published by:International Journal of Neural Systems

• A Plan Classifier Based on Chi-Square Distribution Tests

Authors:Iglesias, J.A. Ledezma, A., Sanchis, A., Kaminka G. A.
Published by: Intelligent Data Analysis Journal

• Bringing context-aware access to the web through spoken interaction

Authors:Griol, D., CArbó, J., Molina, J.M.
Published by:Applied Intelligence

• Providing personalized Internet services by means of context-aware spoken dialogue systems

Authors: Griol, D., Callejas Z., Molina, J.M.
Published by:Journal of Ambient Intelligence and Smart Environments

• An automatic dialog simulation technique to develop and evaluate interactive conversational agents

Authors:Griol, D., Carbó, J., Molina, J.M.
Published by:Applied Artificial Intelligence

• A statistical simulation technique to develop and evaluate conversational agents

Authors:Griol, D., Carbó, J., Molina, J.L.
Published by:AI Communications

• Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm

Authors: Martí, L., García, J., Berlanga, A., Molina, J.M.
Published by:Annals of Mathematics and Artificial Intelligence,

• Privacy by design rules in face recognition system

Authors:Pedraza,J., Patricio,M.A., de Asís,A., Molina, J.M.
Published by:Neurocomputing

• A feature selection approach to the group behavior recognition issue using static context information

Authors:Pozo, A., Patricio, M.A., García, J., Molina, J.M.
Published by:International Journal of Distributed Sensor Networks

• CALoR: Context-aware and location reputation model in AmI environments

Authors:Venturini, V., Carbo, J., Molina, J.M.
Published by:Journal of Ambient Intelligence and Smart Environments

• Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

Authors: Peralta, J., Cortez, P., Gutiérrez, G., Sanchís, A.
Published by:Neurocomputing

• Weighted cross-validation evolutionary artificial neural networks for time series forecasting

Authors: Sanchis, A.
Published by: Neurocomputing

• Predicting protein relationships to human pathways through a relational learning approach based on simple sequence features

Authors:García-Jiménez, B., Pons, T., Sanchís, A., Valencia, A.
Published by:IEEE IEEE/ACM Transactions on Computational Biology and Bioinformatics.

• Activity recognition using hybrid generative/discriminative models on home environments using binary sensors

Authors:Ordóñez, F.J., de Toledo, P., Sanchís, A.
Published by: Sensors

• Time series forecasting by evolving artificial neural networks using genetic algorithms, 22 differential evolution and estimation of distribution algorithm

Authors:Peralta, J., Xiaodong, L., Gutiérrez, G., Sanchís, A.
Published by: Neural Computing and Applications

• Online activity recognition using evolving classifiers

Authors:Ordoñez, F.J., Iglesias, J.A., Toledo,M., Ledezma, A.I. y Sanchis, A.
Published by:Expert Systems With Applications

• A new artificial neural network ensemble based on feature selection and class recoding.

Authors:Sesmero, M.P. Alonso-Weber, J.M. Gutiérrez, G., Ledezma, G. A., Sanchis, A.
Published by:Neural Computing & Applications

• MIJ2K Optimization using Evolutionary Multiobjective Optimization Algorithms

Authors:Luís, A., Molina, J.M., Patricio, M.A.
Published by:Expert Systems with Applications

• Configuring a face recognition system for low quality images using Gabor Filters and Support Vector Machine Classifiers

Authors:Martí, E.D., Patricio, M.A., Molina, J.M.
Published by:Journal of Intelligent & Robotic Systems

• Boosting video tracking performance by means of Tabu Search in Intelligent Visual Surveillance Systems

Authors:Dotú, I., Patricio, M.A., Berlanga, A., García, J., Molina, J.M.
Published by:Journal of Heuristics

• Fuzzy region assignment for visual tracking

Authors:García, J., PAtricio, M.A., Berlanga, A., Molina, J.M.
Published by: Journal of Softcomputing

• Communication in distributed tracking systems: an ontology-based approach to improve cooperation

Authors:Gómez, J., PAtricio, M.A., García, J., Molina, J.M.
Published by:Expert Systems

• Ontology-based context representation and reasoning for object tracking and scene interpretation in video

Authors:Gómez-Romero, J., Patricio, M.A, García, J., Molina, J.M.
Published by:Expert Systems with Applications

• Piecewise Linear Representation Segmentation in Noisy Domains with a large number of measurements: The Air Traffic Control Domain

Authors:Guerrero, J.L., García, J., Molina, J.M.
Published by: International Journal on Artificial Intelligence Tools (IJAIT)

• MB-GNG: Addressing drawbacks in multiObjective optimization estimation of distribution algorithms

Authors:Martí, L., García, J., Berlanga, A., Coello, C., Molina, J.M.
Published by:Operations Research Letters

• MIJ2K: Enhanced video transmission based on conditional replenishment of JPEG2000 Tiles with motion compensation

Authors:Luis, Molina, J.M., Patricio, M.A. 
Published by:Journal of Visual Communication and Image Representation

• Multi-Agent System (MAS) Applications in Ambient Intelligence (AmI) Environments

Authors:Sánchez-Pi, N., Mangina, E., Carbó, J., Molina, J.M.
Published by:International Journal of Artificial Intelligence (IJAI)

• A Skeletonizing Reconfigurable Self-Organizing Model: Validation through text recognition

Authors:Alonso-Weber, M, Sanchis, A.
Published by:Neural processing letters

• A Meta-level Evolutionary Strategy for Manycriteria Design. Application to Improving Tracking Filters

Authors:Dotú, I. , García, J., Berlanga, A. y Molina, J.M.
Published by:Advanced Engineering Informatics

• Discrete Optimization Algorithms in Real-Time Visual Tracking.

Authors:Dotú, I., Patricio, M.A. , Berlanga, A., García, J. y Molina, J.M.
Published by:Applied Artificial Intelligence

• Robust Evolutionary Algorithms for Multiple Specifications Attainment, Applied to ATC Tracking Filters

Authors:García, J., Berlanga, A. y Molina, J.M.
Published by: IEEE Transactions on Evolutionary Computation

• Visual Data Association for Real-Time Video Tracking using Genetic and Estimation of Distribution Algorithms

Authors:Patricio, M. A., García, J., Berlanga, A. y Molina, J. M.
Published by:International Journal of Imaging Systems and Technology

• A Context Model and Reasoning System to Improve Object Tracking in Complex Scenarios

Authors:Sánchez, A.M. , Patricio, M.A., García, J. y Molina, J.M.
Published by:Expert Systems with Applications

• Caos coach 2006 simulation team: an opponent modelling approach

Authors:Iglesias, J. A. , Ledezma, A. y Sanchis, A.
Published by:Computing and Informatics