Blind Inversion of Wiener Systems. - Anisse Taleb; Jordi Solé i Casals; Christian Jutten (IWANN (2), 1999)

Source separation techniques applied to speech linear prediction. - Jordi Solé i Casals; Enric Monte-Moreno; Christian Jutten; Anisse Taleb (INTERSPEECH, 2000)

Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia. - Enrique Monte; Jordi Solé i Casals; José Antonio Fiz; Nieves Sopena (IWANN (2), 2001)

Quasi-nonparametric blind inversion of Wiener systems. - Anisse Taleb; Jordi Solé i Casals; Christian Jutten (IEEE Trans. Signal Process., 2001)

Nonlinear prediction based on score function. - Jordi Solé i Casals; Enric Monte-Moreno (EUSIPCO, 2002)

Parametric approach to blind deconvolution of nonlinear channels. - Jordi Solé i Casals; Christian Jutten; Anisse Taleb (Neurocomputing, 2002)

Initialisation of Nonlinearities for PNL and Wiener Systems Inversion. - Jordi Solé i Casals; Christian Jutten; Dinh-Tuan Pham (IWANN (2), 2003)

Speaker recognition improvement using blind inversion of distortions. - Marcos Faúndez-Zanuy; Jordi Solé-Casals (EUSIPCO, 2004)

Application of the Mutual Information Minimization to Speaker Recognition / Verification Improvement. - Jordi Solé i Casals; Marcos Faúndez-Zanuy (ICA, 2004)

ICA as a Preprocessing Technique for Classification. - V. Sanchez-Poblador; Enric Monte-Moreno; Jordi Solé i Casals (ICA, 2004)

Speaker verification improvement using blind inversion of distortions. - Marcos Faúndez-Zanuy; Jordi Solé-Casals (INTERSPEECH, 2005)

A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers. - C. Comas; Enric Monte-Moreno; Jordi Solé i Casals (IWANN, 2005)

Blind Channel Deconvolution of Real World Signals Using Source Separation Techniques. - Jordi Solé i Casals; Enric Monte-Moreno (NOLISP, 2005)

Fast approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems. - Jordi Solé i Casals; Christian Jutten; Dinh-Tuan Pham (Signal Process., 2005)

A Canonical Genetic Algorithm for Blind Inversion of Linear Channels. - Fernando Rojas 001; Jordi Solé i Casals; Enric Monte-Moreno; Carlos García Puntonet; Alberto Prieto (ICA, 2006)

Application of the mutual information minimization to speaker recognition/identification improvement. - Jordi Solé i Casals; Marcos Faúndez-Zanuy (Neurocomputing, 2006)

An Evolutionary Approach for Blind Inversion of Wiener Systems. - Fernando Rojas 001; Jordi Solé i Casals; Carlos García Puntonet (ICA, 2007)

EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts. - François B. Vialatte; Jordi Solé-Casals; Andrzej Cichocki (ICASSP (4), 2007)

Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease. - Jordi Solé i Casals; François B. Vialatte; Zhe (Sage) Chen; Andrzej Cichocki (BIOSIGNALS (1), 2008)

Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. - François B. Vialatte; Jordi Solé i Casals; Monique Maurice; Charles-François Vincent Latchoumane; Nigel R. Hudson; Sunil Wimalaratna; Jaeseung Jeong 002; Andrzej Cichocki (ICONIP (2), 2008)

Improved Sparse Bump Modeling for Electrophysiological Data. - François B. Vialatte; Justin Dauwels; Jordi Solé i Casals; Monique Maurice; Andrzej Cichocki (ICONIP (1), 2008)

Improving a Leaves Automatic Recognition Process Using PCA. - Jordi Solé i Casals; Carlos M. Travieso; Jesús B. Alonso; Miguel A. Ferrer (IWPACBB, 2008)

Automatic Recognition of Leaves by Shape Detection Pre-processing with ICA. - Jordi Solé i Casals; Carlos M. Travieso; Miguel A. Ferrer; Jesús B. Alonso; Juan Carlos Briceño (BIOSIGNALS, 2009)

Coherency and Sharpness Measures by using ICA Algorithms - An Investigation for Alzheimer's Disease Discrimination. - Jordi Solé i Casals; François B. Vialatte; Zhe (Sage) Chen; Andrzej Cichocki (BIOSIGNALS, 2009)

Coding of Biosignals Using the Discrete Wavelet Decomposition. - Ramón Reig Bolaño; Pere Martí-Puig; Jordi Solé i Casals; Vladimir Zaiats; Vicenç Parisi Baradad (NOLISP, 2009)

Score Function for Voice Activity Detection. - Jordi Solé i Casals; Pere Martí-Puig; Ramón Reig Bolaño; Vladimir Zaiats (NOLISP, 2009)

Mathematical Morphology Preprocessing to Mitigate AWGN Effects: Improving Pitch Tracking Performance in Hard Noise Conditions. - Pere Martí-Puig; Jordi Solé i Casals; Ramón Reig Bolaño; Vladimir Zaiats (NOLISP, 2009)

Applications of Cumulants in Speech Processing. - Vladimir Zaiats; Jordi Solé-Casals; Pere Martí-Puig; Ramón Reig Bolaño (NOLISP, 2009)

Maximum likelihood linear programming data fusion for speaker recognition. - Enric Monte-Moreno; Mohamed Chetouani; Marcos Faúndez-Zanuy; Jordi Solé i Casals (Speech Commun., 2009)

Cerebral Correlates of the Continous Performance Test-identical Pairs Version - An fMRI Study. - J. M. Serra-Grabulosa; Ana Adan; Carlos Falcón; Núria Bargalló; Jordi Solé-Casals (BIOSIGNALS, 2010)

ICA Cleaning Procedure for EEG Signals Analysis - Application to Alzheimer's Disease Detection. - Jordi Solé-Casals; François B. Vialatte; Johannes Pantel; David Prvulovic; Corinna Haenschel; Andrzej Cichocki (BIOSIGNALS, 2010)

Automatic Identification of DNA Markers based on Features Reduction. - Carlos M. Travieso; Jordi Solé-Casals; Jesús B. Alonso; Miguel A. Ferrer (BIOSIGNALS, 2010)

Feature and Computational Time Reduction on Hand Biometric System. - Carlos M. Travieso; Jordi Solé-Casals; Miguel A. Ferrer; Jesús B. Alonso (BIOSIGNALS, 2010)

Sparse Bump Modeling of mildAD Patients - Modeling Transient Oscillations in the EEG of Patients with Mild Alzheimer's Disease. - François-Benoît Vialatte; Charles-François Vincent Latchoumane; Nigel R. Hudson; Sunil Wimalaratna; Jordi Solé-Casals; Jaeseung Jeong 002; Andrzej Cichocki (BIOSIGNALS, 2010)

A Non-Linear VAD for Noisy Environments. - Jordi Solé-Casals; Vladimir Zaiats (Cogn. Comput., 2010)

Non-Linear and Non-Conventional Speech Processing: Alternative Techniques. - Jordi Solé-Casals; Vladimir Zaiats; Enric Monte-Moreno (Cogn. Comput., 2010)

Face Detection Algorithm using EMD - Application to Biometric Recognition System. - Jordi Solé-Casals; Carlos Manuel Travieso-González; Marcos del Pozo-Baños; Jesús B. Alonso (BIOSIGNALS, 2011)

Statistical Analysis of Functional MRI Data using Independent Component Analysis. - M. Bartés-Serrallonga; Jordi Solé-Casals; Ana Adan; Carlos Falcón; Núria Bargalló; J. M. Serra-Grabulosa (IJCCI (NCTA), 2011)

Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. - Esteve Gallego-Jutglà; Jordi Solé-Casals; Tomasz M. Rutkowski; Andrzej Cichocki (IJCCI (NCTA), 2011)

A Simple Approximation for Fast Nonlinear Deconvolution. - Jordi Solé-Casals; Cesar F. Caiafa (NOLISP, 2011)

Integrative Analysis of the Regulatory Region of the FGFR3 Oncogene. - Josep Bau; Marta Cullell; Jordi Solé-Casals (PACBB, 2011)

Exploring mEMD for Face Recognition. - Esteve Gallego-Jutglà; Jordi Solé-Casals (BIOSIGNALS, 2012)

Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands. - Esteve Gallego-Jutglà; Mohamed Elgendi; François B. Vialatte; Jordi Solé-Casals; Andrzej Cichocki; Charles-François Vincent Latchoumane; Jaeseung Jeong 002; Justin Dauwels (EMBC, 2012)

Smoothing FMRI Data Using an Adaptive Wiener Filter. - M. Bartés-Serrallonga; J. M. Serra-Grabulosa; Ana Adan; Carlos Falcón; Núria Bargalló; Jordi Solé-Casals (IJCCI (Selected Papers), 2012)

Adaptive Smoothing Applied to fMRI Data. - M. Bartés-Serrallonga; J. M. Serra-Grabulosa; Ana Adan; Carlos Falcón; Núria Bargalló; Jordi Solé-Casals (IJCCI, 2012)

EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. - Esteve Gallego-Jutglà; Tomasz M. Rutkowski; Andrzej Cichocki; Jordi Solé-Casals (IJCCI, 2012)

Alzheimer Disease Diagnosis based on Automatic Spontaneous Speech Analysis. - Karmele López de Ipiña; Jesús B. Alonso; Jordi Solé-Casals; Nora Barroso; Marcos Faúndez-Zanuy; Miriam Ecay; Carlos M. Travieso; Aitzol Ezeiza; Ainara Estanga (IJCCI, 2012)

New Approaches for Alzheimer's Disease Diagnosis Based on Automatic Spontaneous Speech Analysis and Emotional Temperature. - Karmele López de Ipiña; Jesús B. Alonso; Nora Barroso; Marcos Faúndez-Zanuy; Miriam Ecay; Jordi Solé-Casals; Carlos M. Travieso; Ainara Estanga; Aitzol Ezeiza (IWAAL, 2012)

EEG Based User Recognition Using BUMP Modelling. - Daria La Rocca; Patrizio Campisi; Jordi Solé-Casals (BIOSIG, 2013)

Differences of Functional Connectivity Brain Network in Emotional Judgment. - Mehran Amadlou; Kazuko Hiyoshi-Taniguchi; Jordi Solé-Casals; Hironori Fukuyama; Andrzej Cichocki; François-Benoît Vialatte (BIOSIGNALS, 2013)

Empirical Mode Decomposition-based Face Recognition System. - Esteve Gallego-Jutglà; Karmele López de Ipiña; Pere Martí-Puig; Jordi Solé-Casals (BIOSIGNALS, 2013)

Parameterization of Written Signatures based on EFD. - Pere Martí-Puig; Jaume Danés; Jordi Solé-Casals (BIOSIGNALS, 2013)

Improving Early Diagnosis of Alzheimer's Disease Using Synchrony Measures. - Esteve Gallego-Jutglà; Jordi Solé-Casals (CCIA, 2013)

Feature Extraction Approach Based on Fractal Dimension for Spontaneous Speech Modelling Oriented to Alzheimer Disease Diagnosis. - Karmele López de Ipiña; Harkaitz Egiraun; Jordi Solé-Casals; Miriam Ecay; Aitzol Ezeiza; Nora Barroso; Pablo Martinez-Lage; Unai Martinez-de-Lizardui (NOLISP, 2013)

Towards a Low-Complex Breathing Monitoring System Based on Acoustic Signals. - Pere Martí-Puig; Jordi Solé-Casals; Gerard Masferrer; Esteve Gallego-Jutglà (NOLISP, 2013)

Speech Enhancement: A Multivariate Empirical Mode Decomposition Approach. - Jordi Solé-Casals; Esteve Gallego-Jutglà; Pere Martí-Puig; Carlos M. Travieso; Jesús B. Alonso (NOLISP, 2013)

Automatic Detection of Laryngeal Pathologies in Running Speech Based on the HMM Transformation of the Nonlinear Dynamics. - Carlos M. Travieso; Jesús B. Alonso; Juan Rafael Orozco-Arroyave; Jordi Solé-Casals; Esteve Gallego-Jutglà (NOLISP, 2013)

A Fast Gradient Approximation for Nonlinear Blind Signal Processing. - Jordi Solé-Casals; Cesar F. Caiafa (Cogn. Comput., 2013)

On the Selection of Non-Invasive Methods Based on Speech Analysis Oriented to Automatic Alzheimer Disease Diagnosis. - Karmele López de Ipiña; Jesús B. Alonso; Carlos M. Travieso; Jordi Solé-Casals; Harkaitz Egiraun; Marcos Faúndez-Zanuy; Aitzol Ezeiza; Nora Barroso; Miriam Ecay-Torres; Pablo Martinez-Lage; Unai Martinez-de-Lizardui (Sensors, 2013)

Population Ageing and ICT - An Exploratory Review of Technology Innovation trough Digital Applications. - Jordi Solé-Casals; Mihaela Vancea; Jaume Miquel March; Jordi Villà-Freixa (BIOSIGNALS, 2014)

Detection and Tracking of the Human Hot Spot. - Carlos M. Travieso; Malay Kishore Dutta; Jordi Solé-Casals; Jesús B. Alonso (BIOSIGNALS, 2014)

Detection of severe obstructive sleep apnea through voice analysis. - Jordi Solé-Casals; Cristian Munteanu; Oriol Capdevila Martín; Ferrán Barbé; Carlos Queipo; José Amilibia; Joaquín Durán-Cantolla (Appl. Soft Comput., 2014)

On the Alzheimer's Disease Diagnosis: Automatic Spontaneous Speech Analysis. - Karmele López de Ipiña; Jordi Solé-Casals; Jesús B. Alonso; Carlos M. Travieso; Miriam Ecay; Pablo Martinez-Lage (Trans. Comput. Collect. Intell., 2014)

Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition. - Esteve Gallego-Jutglà; Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Elmar Wolfgang Lang; Jordi Solé-Casals (BIOSIGNALS, 2015)

A Preliminary Review of Behavioural Biometrics for Health Monitoring in the Elderly. - Jordi Solé-Casals; Mihaela Vancea; Jaume Miquel March (BIOSIGNALS, 2015)

Selection of entropy based features for the analysis of the Archimedes' spiral applied to essential tremor. - Karmele López de Ipiña; Mikel Iturrate; Pilar M. Calvo; Blanca Beitia; Joseba Garcia-Melero; Alberto Bergareche; Patricia De La Riva; Jose F. Marti-Masso; Marcos Faúndez-Zanuy; Enric Sesa-Nogueras; Josep Roure; Jordi Solé-Casals (IWOBI, 2015)

On Automatic Diagnosis of Alzheimer's Disease Based on Spontaneous Speech Analysis and Emotional Temperature. - Karmele López de Ipiña; Jesús B. Alonso; Jordi Solé-Casals; Nora Barroso; Patricia Henríquez; Marcos Faúndez-Zanuy; Carlos Manuel Travieso-González; Miriam Ecay-Torres; Pablo Martinez-Lage; Harkaitz Eguiraun (Cogn. Comput., 2015)

Alternative Techniques of Neural Signal Processing in Neuroengineering. - Jordi Solé-Casals; François-Benoît Vialatte; Justin Dauwels (Cogn. Comput., 2015)

Feature selection for spontaneous speech analysis to aid in Alzheimer's disease diagnosis: A fractal dimension approach. - Karmele López de Ipiña; Jordi Solé-Casals; Harkaitz Eguiraun; Jesús B. Alonso; Carlos Manuel Travieso-González; Aitzol Ezeiza; Nora Barroso; Miriam Ecay-Torres; Pablo Martinez-Lage; Blanca Beitia (Comput. Speech Lang., 2015)

Feature selection for automatic analysis of emotional response based on nonlinear speech modeling suitable for diagnosis of Alzheimer's disease. - Karmele López de Ipiña; Jesús Bernardino Alonso Hernández; Jordi Solé-Casals; Carlos Manuel Travieso-González; Aitzol Ezeiza; Marcos Faúndez-Zanuy; Pilar M. Calvo; Blanca Beitia (Neurocomputing, 2015)

Towards Semi-Automatic Artifact Rejection for the Improvement of Alzheimer's Disease Screening from EEG Signals. - Jordi Solé-Casals; François-Benoît Vialatte (Sensors, 2015)

Selection of Entropy Based Features for Automatic Analysis of Essential Tremor. - Karmele López de Ipiña; Jordi Solé-Casals; Marcos Faúndez-Zanuy; Pilar M. Calvo; Enric Sesa-Nogueras; Unai Martinez-de-Lizardui; Patricia De La Riva; Jose F. Marti-Masso; Blanca Beitia; Alberto Bergareche (Entropy, 2016)

A green's function-based Bi-dimensional empirical mode decomposition. - Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Jordi Solé-Casals; Elmar Wolfgang Lang (Inf. Sci., 2016)

EEG signal preprocessing for biometric recognition. - Emanuele Maiorana; Jordi Solé-Casals; Patrizio Campisi (Mach. Vis. Appl., 2016)

Recent Advances in Nonlinear Speech Processing: Directions and Challenges. - Anna Esposito; Marcos Faúndez-Zanuy; Antonietta Maria Esposito; Gennaro Cordasco; Thomas Drugman; Jordi Solé-Casals; Francesco Carlo Morabito (Recent Advances in Nonlinear Speech Processing, 2016)

Multi-class Versus One-Class Classifier in Spontaneous Speech Analysis Oriented to Alzheimer Disease Diagnosis. - Karmele López de Ipiña; Marcos Faúndez-Zanuy; Jordi Solé-Casals; Fernando Zelarin; Pilar M. Calvo (Recent Advances in Nonlinear Speech Processing, 2016)

Impact of target variable distribution type over the regression analysis in wind turbine data. - Alejandro Blanco-M; Jordi Solé-Casals; Pere Martí-Puig; Juan José Cárdenas; Isaac Justicia; Jordi Cusidó (IWOBI, 2017)

A New Algorithm for Speech Enhancement Based on Multivariate Empirical Mode Decomposition. - Pere Martí-Puig; Esteve Gallego-Jutglà; Gerard Masferrer; Jordi Solé-Casals (CCIA, 2018)

Quantitative Analysis of Relationship Between Hypokinetic Dysarthria and the Freezing of Gait in Parkinson's Disease. - Jirí Mekyska; Zoltan Galaz; Tomas Kiska; Vojtech Zvoncak; Jan Mucha; Zdenek Smékal; Ilona Eliasova; Milena Kostalova; Martina Mrackova; Dagmar Fiedorova; Marcos Faúndez-Zanuy; Jordi Solé-Casals; et al. (Cogn. Comput., 2018)

Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach. - Jordi Solé-Casals; Cesar Federico Caiafa; Qibin Zhao; Andrzej Cichocki (Cogn. Comput., 2018)

Automatic Analysis of Archimedes' Spiral for Characterization of Genetic Essential Tremor Based on Shannon's Entropy and Fractal Dimension. - Karmele López de Ipiña; Jordi Solé-Casals; Marcos Faúndez-Zanuy; Pilar M. Calvo; Enric Sesa-Nogueras; Josep Roure; Unai Martinez-de-Lizardui; Blanca Beitia; Elsa Fernández; Jon Iradi; Joseba Garcia-Melero; Alberto Bergareche (Entropy, 2018)

Effects of the pre-processing algorithms in fault diagnosis of wind turbines. - Pere Martí-Puig; Alejandro Blanco-M; Juan José Cárdenas; Jordi Cusidó; Jordi Solé-Casals (Environ. Model. Softw., 2018)

Preliminary Study on Implications of Cursive Handwriting Learning in Schools. - Andreu Comajuncosas; Marcos Faúndez-Zanuy; Jordi Solé-Casals; Marta Portero-Tresserra (Multidisciplinary Approaches to Neural Computing, 2018)

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals. - Zhiwen Zhang 004; Feng Duan; Jordi Solé-Casals; Josep Dinarès-Ferran; Andrzej Cichocki; Zhenglu Yang; Zhe Sun (IEEE Access, 2019)

Classification of Epileptic IEEG Signals by CNN and Data Augmentation. - Xuyang Zhao; Jordi Solé-Casals; Binghua Li; Zihao Huang 003; Andong Wang; Jianting Cao; Toshihisa Tanaka 001; Qibin Zhao (ICASSP, 2020)

Learning from Incomplete Data by Simultaneous Training of Neural Networks and Sparse Coding. - Cesar F. Caiafa; Ziyao Wang; Jordi Solé-Casals; Qibin Zhao (CoRR, 2020)

A recognition-verification system for noisy faces based on an empirical mode decomposition with Green's functions. - Saad Al-Baddai; Pere Martí-Puig; Esteve Gallego-Jutglà; Karema Al-Subari; Ana Maria Tomé; Bernd Ludwig; Elmar Wolfgang Lang; Jordi Solé-Casals (Soft Comput., 2020)

Novel EEG-based BCIs for Elderly Rehabilitation Enhancement. - Aurora Saibene; Francesca Gasparini; Jordi Solé-Casals (AIxAS@AI*IA, 2021)

EEG-Based BCIs for Elderly Rehabilitation Enhancement Exploiting Artificial Data. - Aurora Saibene; Francesca Gasparini; Jordi Solé-Casals (AI*IA, 2021)

Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation. - Xuyang Zhao; Jordi Solé-Casals; Qibin Zhao; Jianting Cao; Toshihisa Tanaka 001 (APSIPA ASC, 2021)

Learning From Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding. - Cesar F. Caiafa; Ziyao Wang; Jordi Solé-Casals; Qibin Zhao (CVPR Workshops, 2021)

WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks. - Zhe Sun; Binghua Li; Feng Duan; Hao Jia; Shan Wang 011; Yu Liu; Andrzej Cichocki; Cesar F. Caiafa; Jordi Solé-Casals (IEEE Access, 2021)

A multimodal emotion recognition method based on facial expressions and electroencephalography. - Ying Tan; Zhe Sun; Feng Duan; Jordi Solé-Casals; Cesar F. Caiafa (Biomed. Signal Process. Control., 2021)

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition. - Yangyang Dai; Feng Duan; Fan Feng; Zhe Sun; Yu Zhang 009; Cesar F. Caiafa; Pere Martí-Puig; Jordi Solé-Casals (Entropy, 2021)

Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals. - Binghua Li; Zhiwen Zhang 004; Feng Duan; Zhenglu Yang; Qibin Zhao; Zhe Sun; Jordi Solé-Casals (Neurocomputing, 2021)

Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization. - Jin Zhang 003; Fan Feng; Pere Martí-Puig; Cesar F. Caiafa; Zhe Sun; Feng Duan; Jordi Solé-Casals (Inf. Sci., 2021)

IMU-Based Effects Assessment of the Use of Foot Orthoses in the Stance Phase during Running and Asymmetry between Extremities. - Juan Luis Florenciano Restoy; Jordi Solé-Casals; Xantal Borràs-Boix (Sensors, 2021)

Preliminary Results on the Use of Classification Trees to Predict Non-suicidal Self-injury with Data Collected through a Mobile App. - Chiara Capra; Pere Martí-Puig; Daniel Vega Moreno; Laia Llunas; Stella Nicolaou; Carlos Schmidt; Jordi Solé-Casals (BIOSIGNALS, 2022)

Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. - José Fernando Adrán Otero; Oscar Soláns Caballer; Pere Martí-Puig; Zhe Sun; Toshihisa Tanaka 001; Jordi Solé-Casals (ICASSP, 2022)

Data augmentation for Convolutional LSTM based brain computer interface system. - Kahoko Takahashi; Zhe Sun; Jordi Solé-Casals; Andrzej Cichocki; Anh Huy Phan 001; Qibin Zhao; Hui-Hai Zhao; Shangkun Deng; Ruggero Micheletto (Appl. Soft Comput., 2022)

Tensor completion algorithms for estimating missing values in multi-channel audio signals. - Wenjian Ding; Zhe Sun; Xingxing Wu; Zhenglu Yang; Jordi Solé-Casals; Cesar F. Caiafa (Comput. Electr. Eng., 2022)

Improving Pre-movement Pattern Detection with Filter Bank Selection. - Hao Jia; Zhe Sun; Feng Duan; Yu Zhang 009; Cesar F. Caiafa; Jordi Solé-Casals (CoRR, 2022)

Towards Multi-class Pre-movement Classification. - Hao Jia; Zhe Sun; Feng Duan; Yu Zhang 009; Cesar F. Caiafa; Jordi Solé-Casals (CoRR, 2022)

HAIDA: Biometric technological therapy tools for neurorehabilitation of Cognitive Impairment. - Elsa Fernández; Jordi Solé-Casals; Pilar M. Calvo; Marcos Faúndez-Zanuy; Karmele López de Ipiña (CoRR, 2022)

Selection of entropy based features for the analysis of the Archimedes' spiral applied to essential tremor. - Karmele López de Ipiña; Alberto Bergareche; Patricia De La Riva; Jordi Solé-Casals; Marcos Faúndez-Zanuy; Jose Felix Marti-Masso; Mikel Iturrate; Blanca Beitia; Pilar M. Calvo; Enric Sesa-Nogueras; Josep Roure; Itziar Gurrutxaga; et al. (CoRR, 2022)

Multi-class versus One-class classifier in spontaneous speech analysis oriented to Alzheimer Disease diagnosis. - Karmele López de Ipiña; Marcos Faúndez-Zanuy; Jordi Solé-Casals; Fernando Zelarin; Pilar M. Calvo (CoRR, 2022)

Enabling Temporal-Spectral Decoding in Pre-movement Detection. - Hao Jia; Feng Duan; Yu Zhang 009; Zhe Sun; Jordi Solé-Casals (CoRR, 2022)

Clustering Users to Determine the Most Suitable Gamification Elements. - Alejandro Blanco-M; Ruth S. Contreras Espinosa; Jordi Solé-Casals (Sensors, 2022)

A Machine Learning Approach for Predicting Non-Suicidal Self-Injury in Young Adults. - Pere Martí-Puig; Chiara Capra; Daniel Vega Moreno; Laia Llunas; Jordi Solé-Casals (Sensors, 2022)

Domain classifier-based transfer learning for visual attention prediction. - Zhiwen Zhang 004; Feng Duan; Cesar F. Caiafa; Jordi Solé-Casals; Zhenglu Yang; Zhe Sun (World Wide Web, 2022)

A Reliable Method to Estimate the Bispectral Index Value Using a Single Frontal EEG Channel for Intra and Inter Subject Variability. - Mohammad Shahbakhti; Matin Beiramvand; Roza Krycinska; Erfan Nasiri; Wei Chen; Jordi Solé-Casals; Michal Wierzchon; Anna Broniec-Wójcik; Piotr Augustyniak; Vaidotas Marozas (MeMeA, 2023)

Brain Simulation and Spiking Neural Networks. - Zhe Sun; Vassilis Cutsuridis; Cesar F. Caiafa; Jordi Solé-Casals (Cogn. Comput., 2023)

A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials. - Zhao Zhang; Shuning Han; Huaihai Yi; Feng Duan; Fei Kang; Zhe Sun; Jordi Solé-Casals; Cesar F. Caiafa (Cogn. Comput., 2023)

Underwater sEMG-based recognition of hand gestures using tensor decomposition. - Jianing Xue; Zhe Sun; Feng Duan; Cesar F. Caiafa; Jordi Solé-Casals (Pattern Recognit. Lett., 2023)

Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis. - Hao Jia; Fan Feng; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun; Jordi Solé-Casals (IEEE J. Biomed. Health Informatics, 2023)

Effect of Foot Orthoses on Angular Velocity of Feet. - Juan Luis Florenciano Restoy; Jordi Solé-Casals; Xantal Borràs-Boix (Sensors, 2023)

Special Issue "Machine Learning Methods for Biomedical Data Analysis". - Cesar F. Caiafa; Zhe Sun; Toshihisa Tanaka 001; Pere Martí-Puig; Jordi Solé-Casals (Sensors, 2023)

An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment. - Shuning Han; Zhe Sun; Kanhao Zhao; Feng Duan; Cesar F. Caiafa; Yu Zhang 009; Jordi Solé-Casals (BIOSTEC (1), 2024)

Utilizing Slope Entropy as an Effective Index for Wearable EEG-Based Depth of Anesthesia Monitoring. - Mohammad Shahbakhti; Matin Beiramvand; Somayeh Mohammadi Far; Jordi Solé-Casals; Tarmo Lipping; Piotr Augustyniak (EMBC, 2024)

Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms. - Shurun Wang; Hao Tang; Ryutaro Himeno; Jordi Solé-Casals; Cesar F. Caiafa; Shuning Han; Shigeki Aoki; Zhe Sun (Comput. Methods Programs Biomed., 2024)

Enabling temporal-spectral decoding in multi-class single-side upper limb classification. - Hao Jia; Shuning Han; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun; Jordi Solé-Casals (Eng. Appl. Artif. Intell., 2024)

Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease. - Hao Jia; Zihao Huang 003; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun; Jordi Solé-Casals (Cogn. Comput., 2024)

Analyzing Male Depression Using Empirical Mode Decomposition. - Xavier Sánchez Corrales; Jordi Solé-Casals; Enrique Arroyo García; Diego Palao Vidal (BIOSTEC (1), 2025)

Analyzing Cognitive Patterns in Gifted Children Using MRI and Morphometric Similarity Networks. - Shuning Han; Feng Duan; Gemma Vilaseca; Núria Vilaró; Cesar F. Caiafa; Zhe Sun; Jordi Solé-Casals (BIOSTEC (1), 2025)

Crossing Borders: My Research Journey from Theory to Applications in Biomedical Signal Processing. - Jordi Solé-Casals (BIOSTEC, 2025)

MultiplEYE: Creating a multilingual eye-tracking-while-reading corpus. - Deborah Noemie Jakobi; Maja Stegenwallner-Schütz; Nora Hollenstein; Cui Ding; Ramune Kaspere; Ana Matic Skoric; Eva Pavlinusic Vilus; Stefan Frank; Marie-Luise Müller; Kristine M. Jensen de López; Nik Kharlamov; Hanne B. Søndergaard Knudsen; et al. (ETRA, 2025)

Hand gesture recognition using surface electromyography and 3D self-organizing map network with switching states. - Yahan Duan; Wenyu Li; Jordi Solé-Casals; Zhongxin Liu; Feng Duan (Digit. Signal Process., 2025)

A2DM: Enhancing EEG Artifact Removal by Fusing Artifact Representation into the Time-Frequency Domain. - Haoran Li; Fan Feng; Jiarong Kang; Jin Zhang 003; Xiaoli Gong; Tingjuan Lu; Shuang Li; Zhe Sun; Jordi Solé-Casals (Cogn. Comput., 2025)

HSBNN: A High-Scalable Bayesian Neural Networks Accelerator Based on Field Programmable Gate Arrays (FPGA). - Yinghao Liu; Hao Zhang; Zhe Sun; Feng Duan; Yuan Ma; Wenyi Lu; Cesar F. Caiafa; Jordi Solé-Casals (Cogn. Comput., 2025)

Short-time variational mode decomposition. - Hao Jia; Pengfei Cao; Tong Liang; Cesar F. Caiafa; Zhe Sun; Yasuhiro Kushihashi; Antoni Grau; Yolanda Bolea; Feng Duan; Jordi Solé-Casals (Signal Process., 2026)