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scopus(13)
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:scopusCase-based reasoning systems for medical applications with improved adaptation and recovery stages
Conference ObjectAbstract: Case-Based Reasoning Systems (CBR) are in constant evolution, as a result, this article proposes impPalabras claves:Cascade classification, Case-based reasoning, Preprocessing, probabilityAutores:A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-ValenciaFuentes: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:scopusExploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems
Conference ObjectAbstract: The process of distinguishing among human beings through the inspection of acquired data from physicPalabras claves:Biometric identification, Cardiac murmur, Electrocardiographic signal, Signal processingAutores:Camilo Zapata-Hernandez, Carolina M. Duque-Mejía, Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Miguel A. Becerra, Serna-Guarin L., 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:scopusPerformance improvement and Lyapunov stability analysis of nonlinear systems using hybrid optimization techniques
ArticleAbstract: Using Hybrid optimization algorithms for nonlinear systems analysis is a novel approach. It is a powPalabras claves:continuous stirred tank reactor, extended Bergman's minimal model, hybrid PSOGSA, hybrid PSOGWO, inverted pendulum, Lyapunov stability analysisAutores:Chaudhary G., Srivastava S., Srivastava V., 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:scopus