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Alexandre Perera-Lluna
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2020 – today
- 2023
- [c22]Zouhair Haddi, Joshua Llano, Miquel Alfaras, Daniel Marin, Alexandre Perera-Lluna, Alberto Fernández, Xavier Llauradó, Narcís Avellena, Jordi Fonollosa, Eduard Llobet:
IoT Gas Sensors Array for Unobtrusive Tracking of Cooking Activity. CoDIT 2023: 1-5 - [d1]Daniel Marín López, Daniel Marin, Jordi Fonollosa, Joshua Llano, Alexandre Perera, Zouhair Haddi:
Single elder home monitoring: Gas and position. UCI Machine Learning Repository, 2023 - 2022
- [j24]Enrico Manzini, Jon Garrido-Aguirre, Jordi Fonollosa, Alexandre Perera-Lluna:
Mapping layperson medical terminology into the Human Phenotype Ontology using neural machine translation models. Expert Syst. Appl. 204: 117446 (2022) - [j23]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:
Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records. J. Biomed. Informatics 135: 104218 (2022) - 2021
- [j22]Josep Marín-Llaó, Sarah Mubeen, Alexandre Perera-Lluna, Martin Hofmann-Apitius, Sergio Picart-Armada, Daniel Domingo-Fernández:
MultiPaths: a Python framework for analyzing multi-layer biological networks using diffusion algorithms. Bioinform. 37(1): 137-139 (2021) - [j21]Sergio Picart-Armada, Wesley K. Thompson, Alfonso Buil, Alexandre Perera-Lluna:
The effect of statistical normalization on network propagation scores. Bioinform. 37(6): 845-852 (2021) - [j20]Angela Lopez-del Rio, Sergio Picart-Armada, Alexandre Perera-Lluna:
Balancing Data on Deep Learning-Based Proteochemometric Activity Classification. J. Chem. Inf. Model. 61(4): 1657-1669 (2021)
2010 – 2019
- 2019
- [j19]Samir Kanaan-Izquierdo, Andrey Ziyatdinov, Maria Araceli Burgueño, Alexandre Perera-Lluna:
Multiview: a software package for multiview pattern recognition methods. Bioinform. 35(16): 2877-2879 (2019) - [j18]Ana Beatriz Hernández-Lara, Alexandre Perera-Lluna, Enric Serradell-López:
Applying learning analytics to students' interaction in business simulation games. The usefulness of learning analytics to know what students really learn. Comput. Hum. Behav. 92: 600-612 (2019) - [j17]Angela Lopez-del Rio, Alfons Nonell-Canals, David Vidal, Alexandre Perera-Lluna:
Evaluation of Cross-Validation Strategies in Sequence-Based Binding Prediction Using Deep Learning. J. Chem. Inf. Model. 59(4): 1645-1657 (2019) - [j16]Sergio Picart-Armada, Steven J. Barrett, David R. Willé, Alexandre Perera-Lluna, Alex Gutteridge, Benoit H. Dessailly:
Benchmarking network propagation methods for disease gene identification. PLoS Comput. Biol. 15(9) (2019) - 2018
- [j15]Sergio Picart-Armada, Wesley K. Thompson, Alfonso Buil, Alexandre Perera-Lluna:
diffuStats: an R package to compute diffusion-based scores on biological networks. Bioinform. 34(3): 533-534 (2018) - [j14]Sergio Picart-Armada, Francesc Fernández-Albert, Maria Vinaixa, Oscar Yanes, Alexandre Perera-Lluna:
FELLA: an R package to enrich metabolomics data. BMC Bioinform. 19(1): 538:1-538:9 (2018) - [j13]Samir Kanaan-Izquierdo, Andrey Ziyatdinov, Alexandre Perera-Lluna:
Multiview and multifeature spectral clustering using common eigenvectors. Pattern Recognit. Lett. 102: 30-36 (2018) - [c21]Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna:
Protein Disorder Prediction using Jumping Motifs from Torsion Angles Dynamics in Ramachandran Plots. BIOINFORMATICS 2018: 38-48 - [c20]Pedro Gomis, Eduard Guasch, Alexandre Perera, Lluís Mont, Pere Caminal:
Analysis of ECG in Athletes Running in Mountain Route Conditions. CinC 2018: 1-4 - 2017
- [j12]Montserrat Vallverdú, Aroa Ruiz-Muñoz, Emma Roca, Pere Caminal, Ferran A. Rodríguez, Alfredo Irurtia, Alexandre Perera:
Assessment of Heart Rate Variability during an Endurance Mountain Trail Race by Multi-Scale Entropy Analysis. Entropy 19(12): 658 (2017) - [c19]Jonny A. Uribe, Julián D. Arias-Londoño, Alexandre Perera-Lluna:
Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots. BIOINFORMATICS 2017: 43-51 - 2016
- [j11]Andrey Ziyatdinov, Helena Brunel, Angel Martinez-Perez, Alfonso Buil, Alexandre Perera, José Manuel Soria:
solarius: an R interface to SOLAR for variance component analysis in pedigrees. Bioinform. 32(12): 1901-1902 (2016) - [j10]Xavier Domingo-Almenara, Alexandre Perera, Noelia Ramírez, Jesús Brezmes:
Automated resolution of chromatographic signals by independent component analysis-orthogonal signal deconvolution in comprehensive gas chromatography/mass spectrometry-based metabolomics. Comput. Methods Programs Biomed. 130: 135-141 (2016) - 2015
- [j9]Joan Maynou, Erola Pairo, Santiago Marco, Alexandre Perera:
Sequence information gain based motif analysis. BMC Bioinform. 16: 377:1-377:13 (2015) - [c18]María Maqueda, Emma Roca, Daniel Brotons, José Manuel Soria, Alexandre Perera:
Training-Induced Gene Expression Plasticity in Cardiac Function and Neural Regulation for Ultra- Trail Runners. CinC 2015: 401-404 - [c17]Xavier Domingo-Almenara, Alexandre Perera, Noelia Ramírez, Jesús Brezmes:
Compound Identification in Comprehensive Gas Chromatography - Mass Spectrometry-Based Metabolomics by Blind Source Separation. PACBB 2015: 49-57 - 2014
- [j8]Francesc Fernández-Albert, Rafael Llorach, Cristina Andres-Lacueva, Alexandre Perera:
An R package to analyse LC/MS metabolomic data: MAIT (Metabolite Automatic Identification Toolkit). Bioinform. 30(13): 1937-1939 (2014) - [j7]Francesc Fernández-Albert, Rafael Llorach, Mar Garcia-Aloy, Andrey Ziyatdinov, Cristina Andres-Lacueva, Alexandre Perera-Lluna:
Intensity drift removal in LC/MS metabolomics by common variance compensation. Bioinform. 30(20): 2899-2905 (2014) - [c16]Umberto S. P. Melia, Montserrat Vallverdú, Emma Roca, Daniel Brotons, Alfredo Irurtia, Joan A. Cadefau, Pere Caminal, Alexandre Perera:
Heart Rate Variability in Ultra-Trail Runners. CinC 2014: 997-1000 - [c15]Umberto S. P. Melia, Montserrat Vallverdú, Mathieu Jospin, José Fernando Valencia, Erik W. Jensen, Pedro L. Gambús, Alexandre Perera-Lluna, Pere Caminal:
Interaction between EEG and drug concentration to predict response to noxious stimulation during sedation-analgesia: Effect of the A118G genetic polymorphism. EMBC 2014: 4298-4301 - 2013
- [j6]Jorge Alberto Jaramillo-Garzón, Joan-Josep Gallardo-Chacón, César Germán Castellanos-Domínguez, Alexandre Perera-Lluna:
Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins. BMC Bioinform. 14: 68 (2013) - [j5]Helena Brunel, Joan-Josep Gallardo-Chacón, Montserrat Vallverdú, Pere Caminal, Alexandre Perera:
Effect of genetic regions on the correlation between single point mutation variability and morbidity. Comput. Biol. Medicine 43(5): 594-599 (2013) - 2012
- [j4]Erola Pairo, Joan Maynou, Santiago Marco, Alexandre Perera:
A subspace method for the detection of transcription factor binding sites. Bioinform. 28(10): 1328-1335 (2012) - [c14]Samir Kanaan-Izquierdo, Andrey Ziyatdinov, Raimon Massanet, Alexandre Perera:
Multiview approach to spectral clustering. EMBC 2012: 1254-1257 - [c13]Raimon Massanet Vila, Francesc Fernández-Albert, Pere Caminal, Alexandre Perera:
Network-based enrichment analysis of gene expression through protein-protein interaction data. EMBC 2012: 6317-6320 - 2011
- [c12]Erola Pairo, Joan Maynou, Montserrat Vallverdú, Pere Caminal, Santiago Marco, Alexandre Perera:
MEET: Motif elements estimation toolkit. EMBC 2011: 6483-6486 - [c11]Raimon Massanet Vila, Teresa Padro, Anna Cardus, Lina Badimon, Pere Caminal, Alexandre Perera:
Analysis of incomplete gene expression dataset through protein-protein interaction information. EMBC 2011: 6845-6848 - [c10]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:
Biologically Inspired Computation for Chemical Sensing. FET 2011: 226-227 - 2010
- [j3]Helena Brunel, Joan-Josep Gallardo-Chacón, Alfonso Buil, Montserrat Vallverdú, José Manuel Soria, Pere Caminal, Alexandre Perera:
MISS: a non-linear methodology based on mutual information for genetic association studies in both population and sib-pairs analysis. Bioinform. 26(15): 1811-1818 (2010) - [j2]Joan Maynou, Joan-Josep Gallardo-Chacón, Montserrat Vallverdú, Pere Caminal, Alexandre Perera:
Computational detection of transcription factor binding sites through differential Rényi entropy. IEEE Trans. Inf. Theory 56(2): 734-741 (2010) - [c9]Erola Pairo, Santiago Marco, Alexandre Perera:
A Subspace Method for the Detection of Transcription Factor Binding Sites. BIOINFORMATICS 2010: 102-107 - [c8]Marta Padilla, Alexandre Perera, Ivan Montoliu, A. Chaudry, Krishna C. Persaud, Santiago Marco:
Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA. IJCNN 2010: 1-7
2000 – 2009
- 2009
- [j1]Edilson Delgado-Trejos, Alexandre Perera-Lluna, Montserrat Vallverdú-Ferrer, Peré Caminal-Magrans, Germán Castellanos-Domínguez:
Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection. IEEE Trans. Inf. Technol. Biomed. 13(4): 590-598 (2009) - [c7]Erola Pairo, Santiago Marco, Alexandre Perera:
A Preliminary Study on the Detection of Transcription Factor Binding Sites. BIOSIGNALS 2009: 506-509 - 2008
- [c6]Helena Brunel, Alexandre Perera, Alfonso Buil, Maria Sabater Lleal, Juan Carlos Souto, J. Fontcuberta, Montserrat Vallverdú, José Manuel Soria, Pere Caminal:
Floating Feature Selection for multiloci association of quantitative traits in sib-pairs analysis. BIBE 2008: 1-5 - [c5]Raimon Massanet, Pere Caminal, Alexandre Perera:
Use of Gene Ontology semantic information in protein interaction data visualization. BIBE 2008: 1-5 - [c4]Joan Maynou, Montserrat Vallverdú, Francesc Claria, Alexandre Perera, Pere Caminal:
Detection of transcription factor binding sites using Rényi entropy. BIBE 2008: 1-5 - 2006
- [c3]Alexandre Perera, Montserrat Vallverdú, Francesc Claria, José Manuel Soria, Pere Caminal:
DNA Binding Sites Characterization by Means of Rényi Entropy Measures on Nucleotide Transitions. EMBC 2006: 5783-5786 - 2004
- [c2]Baranidharan Raman, Agustin Gutierrez-Galvez, Alexandre Perera-Lluna, Ricardo Gutierrez-Osuna:
Sensor-based machine olfaction with a neurodynamics model of the olfactory bulb. IROS 2004: 319-324 - 2002
- [c1]Alexandre Perera, A. Gomez-Baena, Teodor Sundic, T. Pardo, Santiago Marco:
Machine Olfaction: Pattern Recognition for the Identification of Aromas. ICPR (2) 2002: 410-413
Coauthor Index
aka: Peré Caminal-Magrans
aka: Montserrat Vallverdú-Ferrer
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