Lorena Guachi-Guachi
0000-0002-8951-8150
UIDE
108
Coauthors
24
Documentos
5
H-index Scopus
Volumen de publicaciones por año
| Año de publicación | Num. Publicaciones |
|---|---|
| 2014 | 1 |
| 2015 | 1 |
| 2019 | 7 |
| 2020 | 7 |
| 2021 | 4 |
| 2022 | 3 |
| 2023 | 1 |
Publicaciones por áreas de conocimiento
| Área de conocimiento | Num. Publicaciones |
|---|---|
| Ciencias de la computación | 15 |
| Aprendizaje automático | 10 |
| Visión por computadora | 4 |
| Laboratorio médico | 3 |
| Algoritmo | 3 |
| Inteligencia artificial | 2 |
| Computadora | 2 |
| Cirugía | 2 |
| Medicina interna | 1 |
| Tecnología educativa | 1 |
Publicaciones por áreas temáticas
| Área temática | Num. Publicaciones |
|---|---|
| Ciencias de la computación | 12 |
| Métodos informáticos especiales | 9 |
| Medicina y salud | 5 |
| Enfermedades | 5 |
| Programación informática, programas, datos, seguridad | 3 |
| Funcionamiento de bibliotecas y archivos | 3 |
| Física aplicada | 2 |
| Escuelas y sus actividades; educación especial | 2 |
| Matemáticas | 2 |
| Instrumentos de precisión y otros dispositivos | 2 |
Principales fuentes de datos
| Origen | Num. Publicaciones |
|---|---|
| Scopus | 24 |
| Google Scholar | 1 |
| RRAAE | 0 |
Coautores destacados por número de publicaciones
| Coautor | Num. Publicaciones |
|---|---|
| Guachi Robinson | 11 |
| Bini F. | 6 |
| Campana F. | 5 |
| Marinozzi F. | 5 |
| Diego Hernán Peluffo-Ordóñez | 5 |
| Bici M. | 4 |
| Perri S. | 3 |
| Corsonello P. | 3 |
| Frustaci F. | 3 |
| Cocorullo G. | 3 |
Top Keywords
Publicaciones del autor
Convolutional 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:scopusArtificial Neural Networks in Mathematical Mini-Games for Automatic Students’ Learning Styles Identification: A First Approach
Conference ObjectAbstract: The lack of customized education results in low performance in different subjects as mathematics. RePalabras claves:artificial neural networks, Learning Styles, video gamesAutores:Jorge Banda-Almeida, Lorena Guachi-Guachi, Richard Torres-MolinaFuentes:scopusComparative 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:scopusAutomatic colorectal segmentation with convolutional neural network
ArticleAbstract: This paper presents a new method for colon tissues segmentation on Computed Tomography images whichPalabras claves:Colon Segmentation, Convolutional neural network, Tissues segmentationAutores:Bini F., Guachi Robinson, Lorena Guachi-Guachi, Marinozzi F.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:scopus