Lorena Guachi-Guachi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Support Vector Machine

Mammogram Images

Genetic Algorithm

Comparative Study

Top Venues

Publications

Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration. ICPRAM (2024)
Yahya Aalaila, Ismail Bachchar, Hind Raki, Sami Bamansour, Mouad Elhamdi, Kaoutar Benghzial, MacArthur Ortega-Bustamante, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction. SN Comput. Sci. 5 (1) (2024)
Johan Alarcón, Samantha Buitrón, Alexis Carrillo, Mateo Chuquimarca, Alexis Ortiz, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
Exploring the Potential of Genetic Algorithms for Optimizing Academic Schedules at the School of Mechatronic Engineering: Preliminary Results. ICAI (2023)
Lorena Guachi-Guachi, Jacopo Ruspi, Paola Scarlino, Aliria Poliziani, Sabrina Ciancia, Dario Lunni, Gabriele Baldi, Andrea Cavazzana, Alessandra Zucca, Marco Bellini, Gian Andrea Pedrazzini, Gastone Ciuti, Marco Controzzi, Lorenzo Vannozzi, Leonardo Ricotti
Convolutional neural networks applied to microtomy: Identifying the trimming-end cutting routine on paraffin-embedded tissue blocks. Eng. Appl. Artif. Intell. 126 (2023)
MacArthur Ortega-Bustamante, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez, Daisy Imbaquingo, Hind Raki, Yahya Aalaila, Mouad Elhamdi, Lorena Guachi-Guachi
Interactive Information Visualization Models: A Systematic Literature Review. ICCSA (1) (2023)
Rafael Fuenmayor, Martín Larrea, Mario Moncayo, Esteban Moya, Sebastián Trujillo, Juan-Diego Terneus, Robinson Guachi, Diego Hernán Peluffo-Ordoñez, Lorena Guachi-Guachi
A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study. ICAI (2022)
Hind Raki, Juan González-Vergara, Yahya Aalaila, Mouad Elhamdi, Sami Bamansour, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches. ICAI (2022)
J. A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
Instance Selection on CNNs for Alzheimer's Disease Classification from MRI. ICPRAM (2022)
Cristian Orellana, Martín Tobar, Jeremy Yazán, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
A Chatterbot Based on Genetic Algorithm: Preliminary Results. ICAI (2021)
Andres J. Anaya-Isaza, Leonel Mera-Jiménez, Johan Manuel Cabrera-Chavarro, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez, Jorge Iván Ríos Patiño
Comparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms. IEEE Access 9 (2021)
Martín Vélez-Falconí, Josué Marín, Selena Jiménez, Lorena Guachi-Guachi
Comparative Study of Distance Measures for the Fuzzy C-means and K-means Non-Supervised Methods Applied to Image Segmentation. ICAI Workshops (2020)
Giovanny Caluña, Lorena Guachi-Guachi, Ramiro Brito
Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning. ICCSA (1) (2020)
Robinson Paspuel, Marcelo Barba, Bryan Jami, Lorena Guachi-Guachi
Pre- and Post-processing on Generative Adversarial Networks for Old Photos Restoration: A Case Study. IDEAL (2) (2020)
Robinson Guachi, Fabiano Bini, Michele Bici, Francesca Campana, Franco Marinozzi, Lorena Guachi-Guachi
Finite element analysis in colorectal surgery: non-linear effects induced by material model and geometry. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (2) (2020)
Richard Torres-Molina, Carlos Bustamante-Orellana, Andrés Riofrío-Valdivieso, Francisco Quinga-Socasi, Robinson Guachi, Lorena Guachi-Guachi
Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine. IDEAL (2) (2019)
Richard Torres-Molina, Jorge Banda-Almeida, Lorena Guachi-Guachi
Artificial Neural Networks in Mathematical Mini-Games for Automatic Students' Learning Styles Identification: A First Approach. IDEAL (2) (2019)
Bryan Chachalo, Erik Solis, Eddy Andrade, Santiago Pozo, Robinson Guachi, Saravana Prakash Thirumuruganandham, Lorena Guachi-Guachi
Automated Identification of Breast Cancer Using Digitized Mammogram Images. CIARP (2019)