Andreu Català

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 18

Top Topics

Artificial Neural Networks

Activity Recognition

Inertial Measurement Unit

Top Venues

Neural Process. Lett.

Publications

John Nelson, Jordi Ollé, Xavier Parra, Carlos Pérez-López, Oscar Macho-Pérez, Marta Arroyo-Huidobro, Andreu Català
Data Analysis and Generation in the ENVELLINT Longitudinal Study to Determine Loss of Functionality in Elderly People. IWANN (2) (2023)
Olga Valenzuela, Andreu Català, Davide Anguita, Ignacio Rojas
New Advances in Artificial Neural Networks and Machine Learning Techniques. Neural Process. Lett. 55 (5) (2023)
Marta Díaz Boladeras, Xavier Parra Llanas, Marta Musté, Elsa Pérez, Carlos Pérez, Alex Barco, Andreu Català
Validation of a Nonintrusive Wearable Device for Distress Estimation During Robotic Roller Assisted Gait. IWANN (1) (2021)
Elsa Pérez, Jose E. Torres Rangel, Marta Musté, Carlos Pérez, Oscar Macho, Francisco S. del Corral Guijarro, Aris Somoano, Cristina Gianella, Luis Ramírez, Andreu Català
Frailty Level Prediction in Older Age Using Hand Grip Strength Functions Over Time. IWANN (2) (2021)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany
Posture transition analysis with barometers: contribution to accelerometer-based algorithms. Neural Comput. Appl. 32 (2) (2020)
Huang-Ming Chang, Leonid Ivonin, Marta Díaz, Andreu Català, Matthias Rauterberg
Mood Boards as a Tool for Studying Emotions as Building Blocks of the Collective Unconscious. HCI (35) (2020)
Ahmed Abdelgawwad, Andreu Català, Matthias Pätzold
Doppler Power Characteristics Obtained from Calibrated Channel State Information for Human Activity Recognition. VTC Spring (2020)
Girmaw Abebe, Andreu Català, Andrea Cavallaro
A First-Person Vision Dataset of Office Activities. MPRSS (2018)
Albert Samà, Daniel Rodríguez Martín, Carlos Pérez-López, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Àngels Bayés
Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments. Pattern Recognit. Lett. 105 (2018)
Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico
Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit. Knowl. Based Syst. 139 (2018)
Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Joan Cabestany, Àngels Bayés, Andreu Català
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers. IWANN (2) (2017)
Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Berta Mestre, Sheila Alcaine, Anna Prats, María de la Cruz Crespo, Àngels Bayés
A Waist-Worn Inertial Measurement Unit for Long-Term Monitoring of Parkinson's Disease Patients. Sensors 17 (4) (2017)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català
Posture Transitions Identification Based on a Triaxial Accelerometer and a Barometer Sensor. IWANN (2) (2017)
Eunice Njeri Mwangi, Marta Díaz, Emilia I. Barakova, Andreu Català, Matthias Rauterberg
Can Children Take Advantage of Nao Gaze-Based Hints During GamePlay? HAI (2017)
Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero
Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor. Comput. Biol. Medicine 84 (2017)
Eunice Njeri Mwangi, Emilia I. Barakova, Ruixin Zhang, Marta Díaz, Andreu Català, Matthias Rauterberg
See Where I am Looking at: Perceiving Gaze Cues With a NAO Robot. HAI (2016)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Berta Mestre, Sheila Alcaine, Àngels Bayés
Comparison of Features, Window Sizes and Classifiers in Detecting Freezing of Gait in Patients with Parkinson's Disease Through a Waist-Worn Accelerometer. CCIA (2016)
Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Eva de Mingo, Alejandro Rodríguez-Molinero
Assessing Motor Fluctuations in Parkinson's Disease Patients Based on a Single Inertial Sensor. Sensors 16 (12) (2016)
Leonid Ivonin, Huang-Ming Chang, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
Beyond cognition and affect: sensing the unconscious. Behav. Inf. Technol. 34 (3) (2015)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Joan Cabestany, Andreu Català, Alejandro Rodríguez-Molinero
Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer. Neurocomputing 164 (2015)
Huang-Ming Chang, Leonid Ivonin, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
Enacting archetypes in movies: grounding the unconscious mind in emotion-driven media. Digit. Creativity 26 (2) (2015)
Ignacio Rojas, Joan Cabestany, Andreu Català
Advances in Artificial Neural Networks and Computational Intelligence - Special Issue of IWANN 2013. Neural Process. Lett. 42 (1) (2015)
Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero
Monitoring Motor Fluctuations in Parkinson's Disease Using a Waist-Worn Inertial Sensor. IWANN (1) (2015)
Le Nguyen Ngu Nguyen, Daniel Rodríguez Martín, Andreu Català, Carlos Pérez-López, Albert Samà, Andrea Cavallaro
Basketball Activity Recognition using Wearable Inertial Measurement Units. Interacción (2015)
Huang-Ming Chang, Leonid Ivonin, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
Unspoken Emotions in Movies - The Basis of Emotion-Driven Storytelling Systems. Inform. Spektrum 37 (6) (2014)
Huang-Ming Chang, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
Mood Boards as a Universal Tool for Investigating Emotional Experience. HCI (11) (2014)
Boris Takac, Andreu Català, Matthias Rauterberg, Wei Chen
People identification for domestic non-overlapping RGB-D camera networks. SSD (2014)
Taufique Sayeed, Albert Samà, Andreu Català, Joan Cabestany
Comparative and adaptation of step detection and step length estimators to a lateral belt worn accelerometer. Healthcom (2013)
Huang-Ming Chang, Leonid Ivonin, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
Experience the World with Archetypal Symbols: A New Form of Aesthetics. HCI (25) (2013)
Jorge Luis Reyes-Ortiz, Alessandro Ghio, Xavier Parra, Davide Anguita, Joan Cabestany, Andreu Català
Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments. ESANN (2013)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero
SVM-based posture identification with a single waist-located triaxial accelerometer. Expert Syst. Appl. 40 (18) (2013)
Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Joan Cabestany, Andreu Català
A Wearable Inertial Measurement Unit for Long-Term Monitoring in the Dependency Care Area. Sensors 13 (10) (2013)
Albert Samà, Francisco Javier Ruiz, Núria Agell, Carlos Pérez-López, Andreu Català, Joan Cabestany
Gait identification by means of box approximation geometry of reconstructed attractors in latent space. Neurocomputing 121 (2013)
Joan Cabestany, Juan Manuel Moreno, Carlos Pérez, Albert Samà, Andreu Català, Alejandro Rodríguez-Molinero, Marc Arnal
FATE: One step towards an automatic aging people fall detection service. MIXDES (2013)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero
Identification of Postural Transitions Using a Waist-Located Inertial Sensor. IWANN (2) (2013)
Huang-Ming Chang, Leonid Ivonin, Marta Díaz, Andreu Català, Wei Chen, Matthias Rauterberg
What do we feel about archetypes: Self-reports and physiological signals. EUSIPCO (2013)
Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català
Identification of Sit-to-Stand and Stand-to-Sit Transitions Using a Single Inertial Sensor. pHealth (2012)
Boris Takac, Andreu Català, Daniel Rodríguez Martín, Wei Chen, Matthias Rauterberg
Ambient Sensor System for Freezing of Gait Detection by Spatial Context Analysis. IWAAL (2012)
Albert Samà, Carlos Pérez-López, Jaume Romagosa, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, David A. Perez-Martinez, Alejandro Rodríguez-Molinero
Dyskinesia and motor state detection in Parkinson's Disease patients with a single movement sensor. EMBC (2012)
Boris Takac, Andreu Català, Joan Cabestany, Wei Chen, Matthias Rauterberg
A System for Inference of Spatial Context of Parkinson's Disease Patients. pHealth (2012)
Albert Samà, Francisco Javier Ruiz, Carlos Pérez-López, Andreu Català
Gait Identification by Using Spectrum Analysis on State Space Reconstruction. IWANN (2) (2011)
Albert Samà, Cecilio Angulo, Diego E. Pardo, Andreu Català, Joan Cabestany
Analyzing human gait and posture by combining feature selection and kernel methods. Neurocomputing 74 (16) (2011)
Albert Samà, Francisco Javier Ruiz, Carlos Pérez-López, Andreu Català
Gait recognition by using Spectrum Analysis on state space reconstruction. CCIA (2011)
Alan K. Bourke, Marc Torrent, Xavier Parra, Andreu Català, John Nelson
Fall algorithm development using kinematic parameters measured from simulated falls performed in a quasi-realistic environment using accelerometry. EMBC (2011)
Diego E. Pardo, Cecilio Angulo, Sergi del Moral, Andreu Català
Emerging motor behaviors: Learning joint coordination in articulated mobile robots. Neurocomputing 72 (16-18) (2009)
Marc Torrent, Alan Bourke, Xavier Parra, Andreu Català
Ambulatory Mobility Characterization Using Body Inertial Systems: An Application to Fall Detection. IWANN (1) (2009)
Francisco Javier Ruiz, Cecilio Angulo, Núria Agell, Andreu Català
Kernel Machines for Non-vectorial Data. IWANN (2007)
Xavier Parra, Andreu Català
Qualitative Radial Basis Function Networks Based on Distance Discretization for Classification Problems. ICANN (1) (2007)
Cecilio Angulo, Luis González Abril, Andreu Català, Francisco Velasco Morente
Multi-classification with Tri-class Support Vector Machines. A Review. IWANN (2007)
Haydemar Núñez, Cecilio Angulo, Andreu Català
Rule-Based Learning Systems for Support Vector Machines. Neural Process. Lett. 24 (1) (2006)
Luis González Abril, Cecilio Angulo, Francisco Velasco Morente, Andreu Català
Dual unification of bi-class support vector machine formulations. Pattern Recognit. 39 (7) (2006)
Luis González Abril, Cecilio Angulo, Francisco Velasco Morente, Andreu Català
Unified dual for bi-class SVM approaches. Pattern Recognit. 38 (10) (2005)
Cecilio Angulo, Xavier Parra, Andreu Català
-SVCR. A support vector machine for multi-class classification. Neurocomputing 55 (1-2) (2003)
Haydemar Núñez, Cecilio Angulo, Andreu Català
Hybrid Architecture Based on Support Vector Machines. IWANN (1) (2003)
Haydemar Núñez, Cecilio Angulo, Andreu Català
Rule extraction from support vector machines. ESANN (2002)
Cecilio Angulo, Xavier Parra, Andreu Català
An unified framework for 'All data at once' multi-class Support Vector Machines. ESANN (2002)
Haydemar Núñez, Cecilio Angulo, Andreu Català
Rule Extraction from Radial Basis Function Networks by Using Support Vectors. IBERAMIA (2002)
Adama Traoré, Monique Polit, Cecilio Angulo, Andreu Català
Classification of Abnormal Situations in a Waste Water Treatment Plant. CCIA (2002)
Haydemar Núñez, Cecilio Angulo, Andreu Català
Support Vector Machines with Symbolic Interpretation. SBRN (2002)
Cecilio Angulo, Andreu Català
Ordinal Regression with K-SVCR Machines. IWANN (1) (2001)
Xavier Parra, Andreu Català
Learning fault-tolerance in Radial Basis Function Networks. ESANN (2001)
Xavier Parra, Andreu Català
Fault Tolerance in the Learning Algorithm of Radial Basis Function Networks. IJCNN (3) (2000)
Cecilio Angulo, Andreu Català
-SVCR. A Multi-class Support Vector Machine. ECML (2000)
Andreu Català, Cecilio Angulo
A Comparison between the Tikhonov and the Bayesian Approaches to Calculate Regularisation Matrices. Neural Process. Lett. 11 (3) (2000)
Andreu Català, Pere Ponsa
Artificial Reasoners for Human Process Supervision. Inteligencia Artif. 4 (9) (2000)
Xavier Parra, Andreu Català
Sensitive Analysis of Radial Basis Function Networks for Fault Tolerance Purposes. IWANN (1) (1999)
Cecilio Angulo, Andreu Català
A Tikhonov approach to calculate regularisation matrices. ESANN (1998)