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Advances in Intelligent Systems and Computing(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
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Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization(1)
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scopus(7)
Comparative study of distance measures for the fuzzy C-means and K-means non-supervised methods applied to image segmentation
Conference ObjectAbstract: Recent studies have revealed that the performance of the FCM and K-means is completely related to thPalabras claves:Clustering, image segmentation, Non-supervised algorithmsAutores:Josué Marín, Lorena Guachi-Guachi, Martín Vélez-Falconí, Selena JiménezFuentes:scopusBiomechanics of Soft Tissues: The Role of the Mathematical Model on Material Behavior
Conference ObjectAbstract: Mechanical properties of the soft tissues and an accurate mathematical model are important to reprodPalabras claves:FEA, Hyperelastic mathematical models, Soft tissues behaviorAutores:Bini F., Campana F., Carlos Bustamante-Orellana, Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F., Novelli S.Fuentes:scopusConvolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning
Conference ObjectAbstract: For agricultural productivity, one of the major concerns is the early detection of diseases for theiPalabras claves:Convolutional Neural Networks (CNNs), image classification, Leaf diseases classificationAutores:Giovanny Eduardo Caluña Chicaiza, Lorena Guachi-Guachi, Ramiro BritoFuentes:scopusFinite element analysis in colorectal surgery: non-linear effects induced by material model and geometry
ArticleAbstract: The use of continuum mechanics, especially Finite Element Analysis (FEA) has gained an extensive appPalabras claves:computer assisted surgical planning, finite element analysis, segmentation of medical images, Soft tissues simulation, surface modellingAutores:Bici M., Bini F., Campana F., Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F.Fuentes:scopusLearning Style Identification by CHAEA Junior Questionnaire and Artificial Neural Network Method: A Case Study
Conference ObjectAbstract: By the lack of personalization in education, students obtain low performance in different subjects iPalabras claves:Artificial Neural Network, Automatic recognition, Learning styleAutores:Francisco Ortega-Zamorano, Guachi Robinson, Lorena Guachi-Guachi, Richard Torres-Molina, Stefania P.Fuentes:scopusPre- and Post-processing on Generative Adversarial Networks for Old Photos Restoration: A Case Study
Conference ObjectAbstract: Old historical images are an invaluable source of knowledge that allows people to learn about past ePalabras claves:GANs, IMAGE PROCESSING, Old image restorationAutores:Bryan Jami, Lorena Guachi-Guachi, Marcelo Barba, Robinson PaspuelFuentes:scopusPre-processing and Handling Unbalanced Data in CNN for Improving Automated Detection of COVID-19 Cases: Preliminary Results
Conference ObjectAbstract: In the context of the COVID-19 pandemic, early diagnosis and treatment are crucial to avoid a drastiPalabras claves:Chest X-ray classification, Convolutional Neural Networks (CNNs), IMAGE PROCESSINGAutores:Carlos Bustamante-Orellana, Franz Paul Guzman, Hector Andres Mejia, Lorena Guachi-GuachiFuentes:scopus