Research & Innovation

Papers and publications drawn from the academic archive.

File Reference: r11.html • 2023

CNN for Elephant Intrusion Detection

Utilizing Convolutional Neural Network Technology (YOLOv5) to monitor and prevent wild elephant intrusions into agricultural areas.

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File Reference: r10.html • 2020

Theft Alert System in Aquaculture Areas

Proposing an anti-theft alarm system applying IoT with multiple sensors and behavioral analysis to alert owners via LINE.

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File Reference: r9.html • 2020

Facial Recognition Roll Call System

Developing a face detection time recording system in Python and OpenCV to efficiently mark student class attendance.

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File Reference: r8.html • 2020

Shuttle Bus Tracking System via Mobile

A shuttle bus tracker calculating passenger count and bus location using ultrasonic sensors and GPS with the WeMos IoT platform.

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File Reference: r7.html • 2019

Web Security Vulnerability Scanning

Analyzing the safety and potential vulnerabilities of websites operated by various provincial organizational sectors using Acunetix.

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File Reference: r6.html • 2017

Water Level and Flood Warning System

Deploying ultrasonic continuous monitoring and predicting flood areas visually via Google Maps API, alerting leaders on Line.

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File Reference: r5.html • 2011

Robbery Protection Border Crossing via RFID

A comprehensive stolen-property prevention check system designed to read RFID tags and alert authorities during border transfers.

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File Reference: r4.html • 2017

Environmental Growth Chamber Model

Establishing an automated weather condition enclosure and environmental sensing system for optimum agricultural cultivation.

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File Reference: r3.html • 2011

Moodle Database Mirroring Technique

Refactoring architecture limitations in Moodle by applying HTML export methodologies to sharply elevate server loading speeds.

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File Reference: r2.html • 2012

System of Approximate Product Search

Presenting a reliable approximate search model to refine and increase precision with Manhattan Distance Measurements on databases.

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File Reference: r1.html • 2011

Thai Word Segmentation Framework

Engineering a comprehensive Prolog logic-based model to perform sentence boundary identification, integrating repairing features.

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