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Computing in Cardiology(4)
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2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014(1)
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ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications(1)
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Classifying cardiac arrhythmic episodes via data compression
ArticleAbstract: The rapid development of the cloud computing technology is favoring the emergence of new platforms oPalabras claves:Automatic classification, Cardiac arrhythmic episode, data compression, Implantable cardioverter defibrillator, Kernel methodAutores:Chavarria-Asso F., GarcÍa-Alberola A., García-García A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Martin-Mendez M., Mora-Jimnez I.Fuentes:scopusBig-data analytics for Arrhythmia Classification using data compression and kernel methods
Conference ObjectAbstract: Big data analytics is broadly used today in multiple research fields to discover and analyze hiddenPalabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Montserrat-García-De-Pablo M., Mora-Jimnez I., Moreno-González R.Fuentes:scopusBootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage
Conference ObjectAbstract: We propose a Bootstrap resampling approach for Feature Selection (FS) using the weights obtained byPalabras claves:Autores:Augestad K.M., Godtliebsen F., Hindberg K., Jenssen R., Jose Luis Rojo-Álvarez, Lindsetmo R.O., Mora-Jimnez I., Mortensen K., Revhaug A., Skrøvseth S., Soguero-Ruiz C.Fuentes:scopusAn approach to new methods for digital signal processing on optical mapping sequences and electrical mapping
Conference ObjectAbstract: Optical Mapping (OM) sequences represent a very useful tool for registering cardiac bioelectric actiPalabras claves:Autores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Moreno-Planas J., Muoz-Romero S., Sanromán-Junquera M., Soguero-Ruiz C.Fuentes:scopusAn improved secure image transmission technique via mosaic images by nearly reversible color transformations
Conference ObjectAbstract: Current multimedia communication systems seek to transmit images supporting contents by the data strPalabras claves:Color transformation, Image transmission, Mosaic image, Statistical simplificationAutores:Álvarez J.L.R., Freddy Acosta-Buenaño, Mora-Jimnez I., NELSON BOLIVAR BENAVIDES CIFUENTESFuentes:googlescopusCardiac arrhythmia discrimination using evolutionary computation
Conference ObjectAbstract: The use of Implantable Cardioverter Defibrillators (ICD) for cardiac arrhythmia treatment implies aPalabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Martín-García J.F., Mora-Jimnez I.Fuentes:scopusAdvanced support vector machines for 802.11 indoor location
ArticleAbstract: Due to the proliferation of ubiquitous computing services, locating a device in indoor scenarios hasPalabras claves:Autocorrelation kernel, Complex support vector machines, fingerprinting, IEEE 802.11, indoor location, SUPPORT VECTOR MACHINESAutores:Caamaño-Fernández A.J., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Wilby M.R.Fuentes:scopusData amount reduction in mosaic image transmission techniques for digital interactive television applications
ArticleAbstract: Several images are used as a part of the interactive data in the Nipo-Brazilian digital TV system thPalabras claves:Digital terrestrial television, image entropy, image selection, Interactive Applications, Mosaic image, nearly reversible color transformationsAutores:Freddy Acosta-Buenaño, Jose Luis Rojo-Álvarez, Mora-Jimnez I., NELSON BOLIVAR BENAVIDES CIFUENTESFuentes:googlescopusInformative variable identifier: Expanding interpretability in feature selection
ArticleAbstract: There is nowadays an increasing interest in discovering relationships among input variables (also caPalabras claves:classification, Explainable machine learning, feature selection, interpretability, ResamplingAutores:Gorostiaga A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Muoz-Romero S., Soguero-Ruiz C.Fuentes:scopusSymmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services
ArticleAbstract: The current development of cloud computing is completely changing the paradigm of data knowledge extPalabras claves:Big Data Analytics, cardiac arrhythmia classification, Implantable defibrillator, intracardiac electrogram, weighted fast compression distanceAutores:Cano-González A., Chavarria-Asso F., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lillo-Castellano J.M., Mora-Jimnez I., Santiago-Mozos R.Fuentes:scopus