Andreu Català

Proceedings of the Artificial Intelligence Research and Development, 2016

2015

Posture detection based on a waist-worn accelerometer: an application to improve Freezing of Gait detection in Parkinson's disease patients.

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[DOI]

Proceedings of the Recent Advances in Ambient Assisted Living, 2015

Advances in Artificial Neural Networks and Computational Intelligence - Special Issue of IWANN 2013.

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[DOI]

Ignacio Rojas

Joan Cabestany

Neural Process. Lett., 2015

Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Enacting archetypes in movies: grounding the unconscious mind in emotion-driven media.

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[DOI]

Digit. Creativity, 2015

Beyond cognition and affect: sensing the unconscious.

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[DOI]

Behav. Inf. Technol., 2015

Monitoring Motor Fluctuations in Parkinson's Disease Using a Waist-Worn Inertial Sensor.

[BibT_eX]

[DOI]

Joan Cabestany

Eva de Mingo

Proceedings of the Advances in Computational Intelligence, 2015

Basketball Activity Recognition using Wearable Inertial Measurement Units.

[BibT_eX]

[DOI]

Le Nguyen Ngu Nguyen

Proceedings of the XVI International Conference on Human Computer Interaction, 2015

2014

Unspoken Emotions in Movies - The Basis of Emotion-Driven Storytelling Systems.

[BibT_eX]

[DOI]

Inform. Spektrum, 2014

Mood Boards as a Universal Tool for Investigating Emotional Experience.

[BibT_eX]

[DOI]

Proceedings of the Design, User Experience, and Usability. User Experience Design Practice, 2014

People identification for domestic non-overlapping RGB-D camera networks.

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[DOI]

Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013

A Wearable Inertial Measurement Unit for Long-Term Monitoring in the Dependency Care Area.

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[DOI]

Sensors, 2013

Gait identification by means of box approximation geometry of reconstructed attractors in latent space.

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[DOI]

Neurocomputing, 2013

SVM-based posture identification with a single waist-located triaxial accelerometer.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

FATE: One step towards an automatic aging people fall detection service.

[BibT_eX]

[DOI]

Marc Arnal

Proceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems, 2013

Identification of Postural Transitions Using a Waist-Located Inertial Sensor.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2013

Comparative and adaptation of step detection and step length estimators to a lateral belt worn accelerometer.

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[DOI]

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

Experience the World with Archetypal Symbols: A New Form of Aesthetics.

[BibT_eX]

[DOI]

Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2013

What do we feel about archetypes: Self-reports and physiological signals.

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[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments.

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[DOI]

Jorge Luis Reyes-Ortiz

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

A System for Inference of Spatial Context of Parkinson's Disease Patients.

[BibT_eX]

[DOI]

Proceedings of the pHealth 2012, 2012

Identification of Sit-to-Stand and Stand-to-Sit Transitions Using a Single Inertial Sensor.

[BibT_eX]

[DOI]

Proceedings of the pHealth 2012, 2012

Ambient Sensor System for Freezing of Gait Detection by Spatial Context Analysis.

[BibT_eX]

[DOI]

Boris Takac

Wei Chen

Matthias Rauterberg

Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

Dyskinesia and motor state detection in Parkinson's Disease patients with a single movement sensor.

[BibT_eX]

[DOI]

Jaume Romagosa

Joan Cabestany

David A. Perez-Martinez

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Analyzing human gait and posture by combining feature selection and kernel methods.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Gait Identification by Using Spectrum Analysis on State Space Reconstruction.

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[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

Fall algorithm development using kinematic parameters measured from simulated falls performed in a quasi-realistic environment using accelerometry.

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[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Gait recognition by using Spectrum Analysis on state space reconstruction.

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[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2011

2009

Emerging motor behaviors: Learning joint coordination in articulated mobile robots.

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[DOI]

Neurocomputing, 2009

Ambulatory Mobility Characterization Using Body Inertial Systems: An Application to Fall Detection.

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[DOI]

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008

Rule Extraction Based on Support and Prototype Vectors.

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[DOI]

Proceedings of the Rule Extraction from Support Vector Machines, 2008

2007

Kernel Machines for Non-vectorial Data.

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[DOI]

Núria Agell

Proceedings of the Computational and Ambient Intelligence, 2007

Multi-classification with Tri-class Support Vector Machines. A Review.

[BibT_eX]

[DOI]

Luis González Abril

Francisco Velasco Morente

Proceedings of the Computational and Ambient Intelligence, 2007

Qualitative Radial Basis Function Networks Based on Distance Discretization for Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2006

Dual unification of bi-class support vector machine formulations.

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[DOI]

Luis González Abril

Francisco Velasco Morente

Pattern Recognit., 2006

Rule-Based Learning Systems for Support Vector Machines.

[BibT_eX]

[DOI]

Neural Process. Lett., 2006

2005

Unified dual for bi-class SVM approaches.

[BibT_eX]

[DOI]

Luis González Abril

Francisco Velasco Morente

Pattern Recognit., 2005

2003

<i>K</i>-SVCR. A support vector machine for multi-class classification.

[BibT_eX]

[DOI]

Neurocomputing, 2003

Hybrid Architecture Based on Support Vector Machines.

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[DOI]

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002

Support Vector Machines with Symbolic Interpretation.

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[DOI]

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Rule Extraction from Radial Basis Function Networks by Using Support Vectors.

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[DOI]

Proceedings of the Advances in Artificial Intelligence, 2002

Rule extraction from support vector machines.

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[DOI]

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

An unified framework for 'All data at once' multi-class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Classification of Abnormal Situations in a Waste Water Treatment Plant.

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[DOI]

Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001

Ordinal Regression with K-SVCR Machines.

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[DOI]

Proceedings of the Connectionist Models of Neurons, 2001

Learning fault-tolerance in Radial Basis Function Networks.

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[DOI]

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

A Comparison between the Tikhonov and the Bayesian Approaches to Calculate Regularisation Matrices.

[BibT_eX]

[DOI]

Neural Process. Lett., 2000

Artificial Reasoners for Human Process Supervision.

[BibT_eX]

[DOI]

Pere Ponsa

Inteligencia Artif., 2000

Fault Tolerance in the Learning Algorithm of Radial Basis Function Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

<i>K</i>-SVCR. A Multi-class Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

1999

Sensitive Analysis of Radial Basis Function Networks for Fault Tolerance Purposes.

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[DOI]

Proceedings of the Foundations and Tools for Neural Modeling, 1999

1998

A Tikhonov approach to calculate regularisation matrices.

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[DOI]