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Advances in Intelligent Systems and Computing(2)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
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scopus(8)
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes
ArticleAbstract: Medical images play a fundamental role in disease screening, and automated evaluation of these imagePalabras claves:Hematological images, Leukocyte segmentation, Performance evaluation, SegNet, U-net, VGG-UNetAutores:Damaševičius R., Kadry S., Rajinikanth V., Taniar D., Xiomara P. Blanco-ValenciaFuentes:scopusCase-Based Reasoning applied to medical diagnosis and treatment
ArticleAbstract: The Case-Based Reasoning (CBR) is an appropriate methodology to apply in diagnosis and treatment. RePalabras claves:Autores:Corchado J.M., Rodríguez S., Xiomara P. Blanco-Valencia, Zato C.Fuentes:scopusAdaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors
Conference ObjectAbstract: When searching for better solutions that improve the medical diagnosis accuracy, Case-Based reasoninPalabras claves:Bayes, Case-based reasoning, classification, Parametric, probabilityAutores:A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-ValenciaFuentes:scopusEditor’s note
OtherAbstract:Palabras claves:Autores:Xiomara P. Blanco-ValenciaFuentes:scopusGeneralized Low-Computational Cost Laplacian Eigenmaps
Conference ObjectAbstract: Dimensionality reduction (DR) is a methodology used in many fields linked to data processing, and maPalabras claves:Dimensionality reduction, Generalized methodology, Kernel approximations, Low-computational cost, multiple kernel learning, Spectral methodsAutores:Basante C., Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Ortega C., Peña D.F., Salazar-Castro J.A., Xiomara P. Blanco-ValenciaFuentes:scopusElectromiographic Signal Processing Using Embedded Artificial Intelligence: An Adaptive Filtering Approach
ArticleAbstract: In recent times, Artificial Intelligence (AI) has become ubiquitous in technological fields, mainlyPalabras claves:Adaptive filters, Artificial Intelligence On-The-Edge (Edge AI), Digital Signal Processor (DSP), Electromyography (EMG), Embedded Processing, Intelligent Processing, Online ProcessingAutores:Daniel Proaño-Guevara, Diego Hernán Peluffo-Ordóñez, Paul D. Rosero-Montalvo, Xiomara P. Blanco-ValenciaFuentes:scopusOn the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Conference ObjectAbstract: This paper presents the development of a unified view of spectral clustering and unsupervised dimensPalabras claves:Dimensionality reduction, Generalized kernel formulation, Kernel PCA, Spectral clustering, Support Vector MachineAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Therón R., Xiomara P. Blanco-ValenciaFuentes:scopusSemiautomatic Grading of Short Texts for Open Answers in Higher Education
Conference ObjectAbstract: Grading student activities in online courses is a time-expensive task, especially with a high numberPalabras claves:Automated grading, FEEDBACK, Readability, Semantic similarity, Short-answersAutores:Baldiris S., de-la-Fuente-Valentín L., Padilla-Zea N., Verdu E., Villalonga C., Xiomara P. Blanco-ValenciaFuentes:scopus