Machine Olfaction: Pattern Recognition for the Identification of Aromas. - Alexandre Perera; A. Gomez-Baena; Teodor Sundic; T. Pardo; Santiago Marco (ICPR (2), 2002)

Sensor-based machine olfaction with a neurodynamics model of the olfactory bulb. - Baranidharan Raman; Agustin Gutierrez-Galvez; Alexandre Perera-Lluna; Ricardo Gutierrez-Osuna (IROS, 2004)

DNA Binding Sites Characterization by Means of Rényi Entropy Measures on Nucleotide Transitions. - Alexandre Perera; Montserrat Vallverdú; Francesc Claria; José Manuel Soria; Pere Caminal (EMBC, 2006)

Floating Feature Selection for multiloci association of quantitative traits in sib-pairs analysis. - Helena Brunel; Alexandre Perera; Alfonso Buil; Maria Sabater Lleal; Juan Carlos Souto; J. Fontcuberta; Montserrat Vallverdú; José Manuel Soria; Pere Caminal (BIBE, 2008)

Use of Gene Ontology semantic information in protein interaction data visualization. - Raimon Massanet; Pere Caminal; Alexandre Perera (BIBE, 2008)

Detection of transcription factor binding sites using Rényi entropy. - Joan Maynou; Montserrat Vallverdú; Francesc Claria; Alexandre Perera; Pere Caminal (BIBE, 2008)

A Preliminary Study on the Detection of Transcription Factor Binding Sites. - Erola Pairo; Santiago Marco; Alexandre Perera (BIOSIGNALS, 2009)

Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection. - Edilson Delgado-Trejos; Alexandre Perera-Lluna; Montserrat Vallverdú-Ferrer; Peré Caminal-Magrans; Germán Castellanos-Domínguez (IEEE Trans. Inf. Technol. Biomed., 2009)

A Subspace Method for the Detection of Transcription Factor Binding Sites. - Erola Pairo; Santiago Marco; Alexandre Perera (BIOINFORMATICS, 2010)

Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA. - Marta Padilla; Alexandre Perera; Ivan Montoliu; A. Chaudry; Krishna C. Persaud; Santiago Marco (IJCNN, 2010)

MISS: a non-linear methodology based on mutual information for genetic association studies in both population and sib-pairs analysis. - Helena Brunel; Joan-Josep Gallardo-Chacón; Alfonso Buil; Montserrat Vallverdú; José Manuel Soria; Pere Caminal; Alexandre Perera (Bioinform., 2010)

Computational detection of transcription factor binding sites through differential Rényi entropy. - Joan Maynou; Joan-Josep Gallardo-Chacón; Montserrat Vallverdú; Pere Caminal; Alexandre Perera (IEEE Trans. Inf. Theory, 2010)

MEET: Motif elements estimation toolkit. - Erola Pairo; Joan Maynou; Montserrat Vallverdú; Pere Caminal; Santiago Marco; Alexandre Perera (EMBC, 2011)

Analysis of incomplete gene expression dataset through protein-protein interaction information. - Raimon Massanet Vila; Teresa Padro; Anna Cardus; Lina Badimon; Pere Caminal; Alexandre Perera (EMBC, 2011)

Biologically Inspired Computation for Chemical Sensing. - Jordi Fonollosa; Agustin Gutierrez-Galvez; Anders Lansner; Dominique Martinez; Jean-Pierre Rospars; Romeo Beccherelli; Alexandre Perera; Tim C. Pearce; Paul Vershure; Krishna C. Persaud; Santiago Marco (FET, 2011)

Multiview approach to spectral clustering. - Samir Kanaan-Izquierdo; Andrey Ziyatdinov; Raimon Massanet; Alexandre Perera (EMBC, 2012)

Network-based enrichment analysis of gene expression through protein-protein interaction data. - Raimon Massanet Vila; Francesc Fernández-Albert; Pere Caminal; Alexandre Perera (EMBC, 2012)

A subspace method for the detection of transcription factor binding sites. - Erola Pairo; Joan Maynou; Santiago Marco; Alexandre Perera (Bioinform., 2012)

Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins. - Jorge Alberto Jaramillo-Garzón; Joan-Josep Gallardo-Chacón; César Germán Castellanos-Domínguez; Alexandre Perera-Lluna (BMC Bioinform., 2013)

Effect of genetic regions on the correlation between single point mutation variability and morbidity. - Helena Brunel; Joan-Josep Gallardo-Chacón; Montserrat Vallverdú; Pere Caminal; Alexandre Perera (Comput. Biol. Medicine, 2013)

Heart Rate Variability in Ultra-Trail Runners. - Umberto S. P. Melia; Montserrat Vallverdú; Emma Roca; Daniel Brotons; Alfredo Irurtia; Joan A. Cadefau; Pere Caminal; Alexandre Perera (CinC, 2014)

Interaction between EEG and drug concentration to predict response to noxious stimulation during sedation-analgesia: Effect of the A118G genetic polymorphism. - Umberto S. P. Melia; Montserrat Vallverdú; Mathieu Jospin; José Fernando Valencia; Erik W. Jensen; Pedro L. Gambús; Alexandre Perera-Lluna; Pere Caminal (EMBC, 2014)

An R package to analyse LC/MS metabolomic data: MAIT (Metabolite Automatic Identification Toolkit). - Francesc Fernández-Albert; Rafael Llorach; Cristina Andres-Lacueva; Alexandre Perera (Bioinform., 2014)

Intensity drift removal in LC/MS metabolomics by common variance compensation. - Francesc Fernández-Albert; Rafael Llorach; Mar Garcia-Aloy; Andrey Ziyatdinov; Cristina Andres-Lacueva; Alexandre Perera-Lluna (Bioinform., 2014)

Training-Induced Gene Expression Plasticity in Cardiac Function and Neural Regulation for Ultra- Trail Runners. - María Maqueda; Emma Roca; Daniel Brotons; José Manuel Soria; Alexandre Perera (CinC, 2015)

Compound Identification in Comprehensive Gas Chromatography - Mass Spectrometry-Based Metabolomics by Blind Source Separation. - Xavier Domingo-Almenara; Alexandre Perera; Noelia Ramírez; Jesús Brezmes (PACBB, 2015)

Sequence information gain based motif analysis. - Joan Maynou; Erola Pairo; Santiago Marco; Alexandre Perera (BMC Bioinform., 2015)

solarius: an R interface to SOLAR for variance component analysis in pedigrees. - Andrey Ziyatdinov; Helena Brunel; Angel Martinez-Perez; Alfonso Buil; Alexandre Perera; José Manuel Soria (Bioinform., 2016)

Automated resolution of chromatographic signals by independent component analysis-orthogonal signal deconvolution in comprehensive gas chromatography/mass spectrometry-based metabolomics. - Xavier Domingo-Almenara; Alexandre Perera; Noelia Ramírez; Jesús Brezmes (Comput. Methods Programs Biomed., 2016)

Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots. - Jonny A. Uribe; Julián D. Arias-Londoño; Alexandre Perera-Lluna (BIOINFORMATICS, 2017)

Assessment of Heart Rate Variability during an Endurance Mountain Trail Race by Multi-Scale Entropy Analysis. - Montserrat Vallverdú; Aroa Ruiz-Muñoz; Emma Roca; Pere Caminal; Ferran A. Rodríguez; Alfredo Irurtia; Alexandre Perera (Entropy, 2017)

Protein Disorder Prediction using Jumping Motifs from Torsion Angles Dynamics in Ramachandran Plots. - Jonny A. Uribe; Julián D. Arias-Londoño; Alexandre Perera-Lluna (BIOINFORMATICS, 2018)

Analysis of ECG in Athletes Running in Mountain Route Conditions. - Pedro Gomis; Eduard Guasch; Alexandre Perera; Lluís Mont; Pere Caminal (CinC, 2018)

diffuStats: an R package to compute diffusion-based scores on biological networks. - Sergio Picart-Armada; Wesley K. Thompson; Alfonso Buil; Alexandre Perera-Lluna (Bioinform., 2018)

FELLA: an R package to enrich metabolomics data. - Sergio Picart-Armada; Francesc Fernández-Albert; Maria Vinaixa; Oscar Yanes; Alexandre Perera-Lluna (BMC Bioinform., 2018)

Multiview and multifeature spectral clustering using common eigenvectors. - Samir Kanaan-Izquierdo; Andrey Ziyatdinov; Alexandre Perera-Lluna (Pattern Recognit. Lett., 2018)

Multiview: a software package for multiview pattern recognition methods. - Samir Kanaan-Izquierdo; Andrey Ziyatdinov; Maria Araceli Burgueño; Alexandre Perera-Lluna (Bioinform., 2019)

Applying learning analytics to students' interaction in business simulation games. The usefulness of learning analytics to know what students really learn. - Ana Beatriz Hernández-Lara; Alexandre Perera-Lluna; Enric Serradell-López (Comput. Hum. Behav., 2019)

Evaluation of Cross-Validation Strategies in Sequence-Based Binding Prediction Using Deep Learning. - Angela Lopez-del Rio; Alfons Nonell-Canals; David Vidal; Alexandre Perera-Lluna (J. Chem. Inf. Model., 2019)

Benchmarking network propagation methods for disease gene identification. - Sergio Picart-Armada; Steven J. Barrett; David R. Willé; Alexandre Perera-Lluna; Alex Gutteridge; Benoit H. Dessailly (PLoS Comput. Biol., 2019)

MultiPaths: a Python framework for analyzing multi-layer biological networks using diffusion algorithms. - Josep Marín-Llaó; Sarah Mubeen; Alexandre Perera-Lluna; Martin Hofmann-Apitius; Sergio Picart-Armada; Daniel Domingo-Fernández (Bioinform., 2021)

The effect of statistical normalization on network propagation scores. - Sergio Picart-Armada; Wesley K. Thompson; Alfonso Buil; Alexandre Perera-Lluna (Bioinform., 2021)

Balancing Data on Deep Learning-Based Proteochemometric Activity Classification. - Angela Lopez-del Rio; Sergio Picart-Armada; Alexandre Perera-Lluna (J. Chem. Inf. Model., 2021)

Mapping layperson medical terminology into the Human Phenotype Ontology using neural machine translation models. - Enrico Manzini; Jon Garrido-Aguirre; Jordi Fonollosa; Alexandre Perera-Lluna (Expert Syst. Appl., 2022)

Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records. - Enrico Manzini; Bogdan Vlacho; Josep Franch-Nadal; Joan Escudero; Ana Génova; Elisenda Reixach; Erik Andrés; Israel Pizarro; José-Luis Portero; Dídac Mauricio; Alexandre Perera-Lluna (J. Biomed. Informatics, 2022)

IoT Gas Sensors Array for Unobtrusive Tracking of Cooking Activity. - Zouhair Haddi; Joshua Llano; Miquel Alfaras; Daniel Marin; Alexandre Perera-Lluna; Alberto Fernández; Xavier Llauradó; Narcís Avellena; Jordi Fonollosa; Eduard Llobet (CoDIT, 2023)

Single elder home monitoring: Gas and position. - Daniel Marín López; Daniel Marin; Jordi Fonollosa; Joshua Llano; Alexandre Perera; Zouhair Haddi (UCI Machine Learning Repository, 2023)

A BERT base model for the analysis of Electronic Health Records from diabetic patients. - Enrico Manzini; Bogdan Vlacho; Josep Franch-Nadal; Joan Escudero; Ana Génova; Elisenda Reixach; Erich Andrés; Israel Pizarro; Dídac Mauricio; Alexandre Perera-Lluna (EMBC, 2024)

A deep attention-based encoder for the prediction of type 2 diabetes longitudinal outcomes from routinely collected health care data. - Enrico Manzini; Bogdan Vlacho; Josep Franch-Nadal; Joan Escudero; Ana Génova; Elisenda Reixach; Erich Andrés; Israel Pizarro; Dídac Mauricio; Alexandre Perera-Lluna (Expert Syst. Appl., 2025)