Jocelyn Garrido

Jocelyn Garrido
The University of Science and Technology of Southern Philippines | USTP · Information TEchnology

About

5
Publications
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3
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Introduction

Publications

Publications (5)
Article
Full-text available
The classification of mango leaf diseases was improved by employing dimensionality reduction and deep learning-based feature extraction. The objective was to reduce computational complexity and overfitting caused by high-dimensional input features. Results showed that using PCA with SVM and CNN models achieved higher accuracy rates: SVM with PCA re...
Article
Full-text available
Many students have difficulty deciding on research ideas, supervision, and administration processes during the thesis writing process are ambiguous and as a result, they are unable to graduate on time. Behind this complex activity is the faculty who prepare on plotting for their schedule on proposal defense and final oral defense, taking down minut...
Article
Full-text available
Route optimization is prevalent in providing cost-effective, time-saving, and fuel-efficient logistic operations. In the case of a laundry shop using a Laundry Management System (LMS) which provides pickup and drop-off services to their increasing clients, the absence of route planning for drop-off and pickup led to frequent vehicle traversal incre...
Article
Full-text available
Research-based Academic Institutions (AIs) need to adopt a Research Management system (RMS) to keep abreast with the growing demands of research workloads and to systematically keep track of the research files and monitor research activities to deliver on-time research outputs. This study aimed to develop a web-based RMS that includes monitoring re...
Article
Liceo de Cagayan University library offers Online Book Access Catalog (OPAC) system to aid library users in searching for the books they need. Though OPAC gives a satisfactory service to cater to the needs of the librarians and the library users, its services are limited to book-monitoring and book-availability. One major concern of the library use...

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