Lorena Guachi-Guachi

Orcid: 0000-0002-8951-8150

According to our database1, Lorena Guachi-Guachi authored at least 18 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction.
SN Comput. Sci., January, 2024

Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
Interactive Information Visualization Models: A Systematic Literature Review.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Exploring the Potential of Genetic Algorithms for Optimizing Academic Schedules at the School of Mechatronic Engineering: Preliminary Results.
Proceedings of the Applied Informatics - 6th International Conference, 2023

2022
Instance Selection on CNNs for Alzheimer's Disease Classification from MRI.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches.
Proceedings of the Applied Informatics: 5th International Conference, 2022

A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study.
Proceedings of the Applied Informatics: 5th International Conference, 2022

2021
Comparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms.
IEEE Access, 2021

A Chatterbot Based on Genetic Algorithm: Preliminary Results.
Proceedings of the Applied Informatics - Fourth International Conference, 2021

2020
Finite element analysis in colorectal surgery: non-linear effects induced by material model and geometry.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020

Pre- and Post-processing on Generative Adversarial Networks for Old Photos Restoration: A Case Study.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Comparative Study of Distance Measures for the Fuzzy C-means and K-means Non-Supervised Methods Applied to Image Segmentation.
Proceedings of the Joint Proceedings of WAAI 2020, 2020

2019
Multimodal background subtraction for high-performance embedded systems.
J. Real Time Image Process., 2019

Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Artificial Neural Networks in Mathematical Mini-Games for Automatic Students' Learning Styles Identification: A First Approach.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Automated Identification of Breast Cancer Using Digitized Mammogram Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2014
A novel background subtraction method based on color invariants and grayscale levels.
Proceedings of the International Carnahan Conference on Security Technology, 2014


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