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ORCIDLorena Guachi-Guachi
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2020 – today
- 2025
[j6]Lorenzo Vannozzi
, Lorena Guachi-Guachi, Jacopo Ruspi, Sabrina Ciancia, Gabriele Baldi, Dario Lunni, Paola Scarlino, Aliria Poliziani, Alessandra Zucca, Marco Bellini, Gian Andrea Pedrazzini, Andrea Cavazzana, Leonardo Ricotti:
Automated Strategy for Tissue Analysis in Anatomic Pathology: Fiducial Marker Integration and Multisurface Tissue Comparison. IEEE Trans Autom. Sci. Eng. 22: 11601-11612 (2025)- 2024
- [j5]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): 75 (2024) - [c17]Lorena Guachi-Guachi, Angela Sorriento, Andrea Cafarelli, Francesco Rocco Restaino, Paolo Spinnato, Leonardo Ricotti:
A Portable Ultrasound Procedure to Enable Remote Management of Tennis Leg Injuries. BioRob 2024: 1635-1640 - [c16]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: 453-460 - [c15]Mohammed Bajja, Yahya Aalaila, Ana Cristina Umaquinga-Criollo, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez:
Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines. SAI (4) 2024: 66-79 - 2023
- [j4]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: 106963 (2023) - [c14]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: 390-402 - [c13]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: 661-676 - 2022
- [c12]Rafael Fuenmayor, Martín Larrea, Mario Moncayo, Esteban Moya, Sebastián Trujillo, Juan-Diego Terneus, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi:
A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study. ICAI 2022: 3-14 - [c11]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: 31-44 - [c10]Juan 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: 330-337 - 2021
- [j3]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: 152206-152225 (2021) - [c9]Jonathan David Freire, Jordan Rodrigo Montenegro, Hector Andres Mejia, Franz Paul Guzman, Carlos Enrique Bustamante, Ronny Xavier Velastegui, Lorena-de-los-Angeles Guachi-Guachi:
The Impact of Histogram Equalization and Color Mapping on ResNet-34's Overall Performance for COVID-19 Detection. DSDE 2021: 45-51 - [c8]Cristian Orellana, Martín Tobar, Jeremy Yazán, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi:
A Chatterbot Based on Genetic Algorithm: Preliminary Results. ICAI 2021: 3-12 - 2020
- [j2]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): 219-230 (2020) - [c7]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: 1-14 - [c6]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: 951-966 - [c5]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: 194-201
2010 – 2019
- 2019
- [j1]Giuseppe Cocorullo, Pasquale Corsonello, Fabio Frustaci, Lorena-de-los-Angeles Guachi-Guachi, Stefania Perri:
Multimodal background subtraction for high-performance embedded systems. J. Real Time Image Process. 16(5): 1407-1423 (2019) - [c4]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: 346-356 - [c3]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: 53-60 - [c2]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: 89-96 - 2014
- [c1]Lorena Guachi, Giuseppe Cocorullo, Pasquale Corsonello, Fabio Frustaci, Stefania Perri:
A novel background subtraction method based on color invariants and grayscale levels. ICCST 2014: 1-5
Coauthor Index
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