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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Pattern Recognition(2)
International Journal of Social Robotics(1)
Neural Processing Letters(1)
Neurocomputing(1)
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Interacción social(2)
Escuelas y sus actividades; educación especial(1)
Fisiología humana(1)
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Aprendizaje automático(6)
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scopus(8)
Analyzing human gait and posture by combining feature selection and kernel methods
ArticleAbstract: This paper evaluates a set of computational algorithms for the automatic estimation of human posturePalabras claves:Human gait and posture detection, Inertial body sensor, Kernel methods application, time series analysisAutores:Cabestany J., Cecilio Angulo Bahón, Mallofre A.C., Pardo D.E., Samà A.Fuentes:scopusDual unification of bi-class support vector machine formulations
ArticleAbstract: Support vector machine (SVM) theory was originally developed on the basis of a linearly separable biPalabras claves:Bi-classification, Convex hull, Large margin principle, Optimization, SVMAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Mallofre A.C., Velasco F.Fuentes:scopusDyadic Gaze Patterns during Child-Robot Collaborative Gameplay in a Tutoring Interaction
Conference ObjectAbstract: This study examines patterns of coordinated gaze between a child and a robot (NAO) during a card matPalabras claves:Child-Robot Interaction, Dyadic interaction, Gaze following, Joint attention, Mutual gaze, Observational analyses, social cognition, Theory of MindAutores:Barakova E.I., Mallofre A.C., Marta Díaz-Boladeras, Mwangi E.N., Rauterberg M.Fuentes:scopusDirecting Attention Through Gaze Hints Improves Task Solving in Human–Humanoid Interaction
ArticleAbstract: In this paper, we report an experimental study designed to examine how participants perceive and intPalabras claves:Attentional cues, Directed attention, Embodied cues, facial orientation, Game-based human–robot interaction, gaze perception, Gaze-based interactionsAutores:Barakova E.I., Mallofre A.C., Marta Díaz-Boladeras, Mwangi E.N., Rauterberg M.Fuentes:scopusOrdinal regression with K-SVCR machines
Conference ObjectAbstract: The ordinal regression problem or ordination have mixed features of both, the classification and thePalabras claves:Autores:Cecilio Angulo Bahón, Mallofre A.C.Fuentes:scopusKernel machines for non-vectorial data
Conference ObjectAbstract: This work presents a short introduction to the main ideas behind the design of specific kernel functPalabras claves:Autores:Agell N., Cecilio Angulo Bahón, Mallofre A.C., Ruiz F.J.Fuentes:scopusUnified dual for bi-class SVM approaches
ArticleAbstract: SVM theory was originally developed on the basis of a separable binary classification problem, and oPalabras claves:Binary classification, Kernels, Large margin principle, QP-problem, SVMAutores:Cecilio Angulo Bahón, Gonzalez-Abril L., Mallofre A.C., Velasco F.Fuentes:scopusRule-based learning systems for support vector machines
ArticleAbstract: In this article, we propose some methods for deriving symbolic interpretation of data in the form ofPalabras claves:RBF neural networks, Rule based learning system, Rule extraction, Support Vector MachineAutores:Cecilio Angulo Bahón, Mallofre A.C., Nuñez H.Fuentes:scopus