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Computing in Cardiology(2)
Expert Systems with Applications(2)
2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014(1)
2017 Intelligent Systems and Computer Vision, ISCV 2017(1)
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods(1)
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scopus(13)
Cluster headache diagnosis using iris color features and statistical pixel classification
Conference ObjectAbstract: Cluster headache diagnosis is an open problem, whose signs are often noticeable in terms of changesPalabras claves:Cluster Headache Diagnosis, Color Features, Iris color, Support Vector ClassifierAutores:El-Yaagoubi M., Jose Luis Rojo-Álvarez, 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:scopusDeal effect curve and promotional models: Using machine learning and bootstrap resampling test
Conference ObjectAbstract: Promotional sales have become in recent years a paramount issue in the marketing strategies of manyPalabras claves:bootstrap resampling, Deal effect curve, MARKETING, Multilayer Perceptron, Promotional modelsAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.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:scopusExtended iris color features analysis and cluster headache diagnosis based on support vector classifier
Conference ObjectAbstract: Our long-term is to build an automatic diagnosis detection system of Cluster Headache, whose signs aPalabras claves:Cluster Headache Diagnosis, Color Features, Iris color, Support Vector ClassifierAutores:El-Yaagoubi M., Jabrane Y., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Pareja-Grande J.A.Fuentes:scopusHeart rate turbulence denoising using support vector machines
ArticleAbstract: Heart rate turbulence (HRT) is a transient acceleration and subsequent deceleration of the heart ratPalabras claves:bootstrap resampling, Denoising, Heart rate turbulence (HRT), short-term, support vector machine (SVM), Turbulence slope, Varepsilon-Huber costAutores:Barquero-Perez O., Everss-Villalba E., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Rodríguez-González A.B.Fuentes:scopusOn the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison
ArticleAbstract: Sales promotions have become in recent years a paramount issue in the marketing strategies of many cPalabras claves:Bootstrap, Machine learning, MARKETING, Price indices, Promotion, Signal processingAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.Fuentes:scopusOn the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications
ArticleAbstract: The assessment of promotional sales with models constructed by machine learning techniques is arousiPalabras claves:Bootstrap, Machine learning, MARKETING, Price indices, processing, Sales promotionAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Martínez-Ruiz M.P., Mora-Jimnez I., Soguero-Ruiz C.Fuentes:scopusInformative 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:scopus