Reggie C. Gustilo
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View article: Investigation on Tourism Trends Using K-means Clustering and Regression Analysis
Investigation on Tourism Trends Using K-means Clustering and Regression Analysis Open
Purpose: The purpose of this study was to analyze tourism trends by determining the clusters of tourists based on common factors. Three (3) characteristics were explored using k-means clustering namely tourists’ demographics, travel patter…
View article: Enhancing Filipino Sign Language-to-Text Translation through Forecasting and Predictive Modeling
Enhancing Filipino Sign Language-to-Text Translation through Forecasting and Predictive Modeling Open
View article: Power Consumption Modeling of Airconditioning Units in an Educational Building Using Polynomial and Neural Network Fitting Techniques
Power Consumption Modeling of Airconditioning Units in an Educational Building Using Polynomial and Neural Network Fitting Techniques Open
There are several challenges on how to attain energy efficiency while maintaining balance among factors affecting energy consumption such as power rating and temperature setpoints of cooling units, room temperature and humidity, and indoor…
View article: Enhancing Fault Detection and Classification in Grid-Tied Solar Energy Systems Using Radial Basis Function and Fuzzy Logic-Controlled Data Switch
Enhancing Fault Detection and Classification in Grid-Tied Solar Energy Systems Using Radial Basis Function and Fuzzy Logic-Controlled Data Switch Open
This study integrates fuzzy logic-controlled data switching and the radial basis function neural network (RBFNN) for fault detection and classification in grid-tied solar energy systems. The fuzzy logic controller filters out invalid senso…
View article: Human activity recognition using supervised machine learning techniques
Human activity recognition using supervised machine learning techniques Open
Human activity recognition (HAR) is one of the common classification problems that has a lot of interest. In HAR, different techniques are explored to identity the physical activity of humans, given data coming from various sensors. This p…
View article: Online shopping behavior prediction using support vector machines
Online shopping behavior prediction using support vector machines Open
In the recent years, developments with technology and the internet have expanded rapidly. A good majority of business is now done online, and online shopping has become widely used. With the number of people that make use of online shoppin…
View article: Predicting the stress-strain behavior of contractive and dilative materials using Gaussian process regression
Predicting the stress-strain behavior of contractive and dilative materials using Gaussian process regression Open
Sustainability urges the construction industry to search for alternative but suitable materials. To evaluate the applicability of these materials, engineers should conduct tests and predictive models. Shear stress – strain behavior of soil…
View article: PCB FAULT DETECTION BY USING CONVOLUTIONAL NEURAL NETWORKS
PCB FAULT DETECTION BY USING CONVOLUTIONAL NEURAL NETWORKS Open
Convolutional neural network (CNN), a deep learning algorithm optimized for image processing due to its flexibility and efficiency, is proposed to be used in PCB defect detection via transfer learning. The proposed solution proved to be ab…
View article: Authors Index
Authors Index Open
deep neural network driven architecture for real time posture rectification Implementation of a WGAN-GP for Human Pose Transfer using a 3-channel pose representation Traffic sign recognition and distance estimation with YOLOv3 model Deep, …
View article: 3次元電磁熱流体シミュレーションを用いたダブルフロー型遮断器の開極を考慮した計算手法の開発 (放電・プラズマ・パルスパワー 静止器 開閉保護合同研究会・アークプラズマ・電気接点とその応用)
3次元電磁熱流体シミュレーションを用いたダブルフロー型遮断器の開極を考慮した計算手法の開発 (放電・プラズマ・パルスパワー 静止器 開閉保護合同研究会・アークプラズマ・電気接点とその応用) Open
View article: An Analytic Hierarchy Process Approach in the Shortlisting of Job Candidates in Recruitment
An Analytic Hierarchy Process Approach in the Shortlisting of Job Candidates in Recruitment Open
The analytical hierarchy process (AHP) is an intelligent and mathematical tool to improve the shortlisting process of organizations in recruiting skilled and competent employees.This reduces time-consuming recruiting activities by allowing…
View article: Android-based Image and Video Steganography System
Android-based Image and Video Steganography System Open
Steganography is a form of security measure wherein confidential information is hidden within a cover media.This study aims to contribute to the security of digital information, particularly of audio data using image and video steganograph…
View article: Design of Multi-Purpose Heavy-duty Scanning Robot with Spray Mechanism
Design of Multi-Purpose Heavy-duty Scanning Robot with Spray Mechanism Open
A mini multi-purpose heavy-duty scanner robot was designed and built for the purpose of scanning open fields that can be used in different applications such as metal detection, mine detection and similar sensing activities.It can also be u…
View article: Artificial neural network based antenna sensitivity assignments for chaotic internet service provider network architecture
Artificial neural network based antenna sensitivity assignments for chaotic internet service provider network architecture Open
The connectivity and grade of service of an Internet Service Provider (ISP) in the Philippines is observed and analysed in this research. Traditionally, the sensitivity of the antennas for wireless access points are done manually by monito…
View article: Design of optimal thermoelectric generator array for harnessing electrical power from air-conditioning unit
Design of optimal thermoelectric generator array for harnessing electrical power from air-conditioning unit Open
View article: Fuzzy-based intelligent shortlisting process for human resource job recruitment procedures
Fuzzy-based intelligent shortlisting process for human resource job recruitment procedures Open
View article: Behavioural Response Analysis Using Vision Engineering (BRAVENet)
Behavioural Response Analysis Using Vision Engineering (BRAVENet) Open
A new engineering methodology is proposed to improve the automation process in monitoring the water quality in a small scale aquaculture system. Behavioural Response Analysis using Vision Engineering Network or BRAVENet is proposed, as a s…
View article: Machine Vision Support System for Monitoring Water Quality in a Small Scale Tiger Prawn Aquaculture
Machine Vision Support System for Monitoring Water Quality in a Small Scale Tiger Prawn Aquaculture Open
A fuzzy-based machine vision system was designed to support an industrial sensor based small scale tiger prawn aquaculture system. This system is based on the behavioral movements of tiger prawns as they are subjected to different stress l…