Vol. 2 No. 1 (2025): Isabela State University (ISU) Linker: Journal of Engineering, Computing and Technology - January-June 2025

ISSN (Online): 3082-3684
ISSN (Print): 3082-3676

Publisher
ISU DESKTOP PUBLISHING
Isabela State University San Fabian, Echague, Isabela
Email: echague@isu.edu.ph For inquiries,
please contact: Mr. JOHN C. REYES Administrative Assistant II and In-charge,
Isabela State University Desktop Publishing
Contact No.: 0966-155-8608

Published: 2025-08-21

Articles

Development of an Integrated Natural and Socioeconomic Indicators Monitoring System for Bulacan Using Earth Intelligence Tools

Mark Neil Pascual, Jeffrey Leonen

1-18
- PDF
Real-Time Sign Language Recognition and Translation: A Mobile Solution Using Convolutional Neural Network

Jessica Reshelle Naraja, Client Joseph Leyson, Jessica Rose Fernandez

19-31
- PDF
Deepfake Speech Detection: Identifying AI-Generated and Real Human Voices Using Hybrid Convolutional Neural Network and Long Short-Term Memory Model

Marc Laureta, John Maynardk Atienza, John Lemuel Tapel

32-49
- PDF
HadouQen: Adaptive AI Agent Using Reinforcement Learning in Street Fighter II: Special Champion Edition

Isaiah Phil Pangilinan, Neo Alaric Villanueva, Irish Paulo Tipay, Audrey Lyle Diego

50-61
- PDF
Transcribing Filipino Syllables into Baybayin Script Using Convolutional Neural Network with Long Short-Term Memory Architecture for Spoken Tagalog Recognition

Steven Epis, Chelsea Mariae Panugaling, Abegail Jamel, Daisy Decio, Jose Agoylo

62-73
- PDF
Predicting Undergraduate Applicants for Enrollment Using Binary Classification Machine Learning Techniques

Christian Guillermo

74-85
- PDF
Development and Performance Evaluation of Locally Manufactured Tractor-Drawn Plastic Mulch-Laying Implement Using Disc Plow at Different Forward Speeds

Everich Ramos, Cesar Mangadap, Joel Alcaraz, Jeoffrey Lloyd Bareng

86-96
- PDF
Hybrid Convolutional-Recurrent Neural Networks (CNN-RNN) Model with Temporal Attention and Particle Swarm Optimization for Deepfake Video Detection

Jeremias Esperanza, Jean Fidelio Marquez, Ron Anthony Sy

97-113
- PDF
Convolutional Neural Network-Based Ground Coffee Bean Classification in the Philippines

Marc Laureta, Meldrick Jake Carabeo, Aerold Torregoza, Milca Lianne Fulo

114-129
- PDF

Vol. 2 No. 1 (2025): Isabela State University (ISU) Linker: Journal of Engineering, Computing and Technology - January-June 2025

Articles

Development of an Integrated Natural and Socioeconomic Indicators Monitoring System for Bulacan Using Earth Intelligence Tools

Real-Time Sign Language Recognition and Translation: A Mobile Solution Using Convolutional Neural Network

Deepfake Speech Detection: Identifying AI-Generated and Real Human Voices Using Hybrid Convolutional Neural Network and Long Short-Term Memory Model

HadouQen: Adaptive AI Agent Using Reinforcement Learning in Street Fighter II: Special Champion Edition

Transcribing Filipino Syllables into Baybayin Script Using Convolutional Neural Network with Long Short-Term Memory Architecture for Spoken Tagalog Recognition

Predicting Undergraduate Applicants for Enrollment Using Binary Classification Machine Learning Techniques

Development and Performance Evaluation of Locally Manufactured Tractor-Drawn Plastic Mulch-Laying Implement Using Disc Plow at Different Forward Speeds

Hybrid Convolutional-Recurrent Neural Networks (CNN-RNN) Model with Temporal Attention and Particle Swarm Optimization for Deepfake Video Detection

Convolutional Neural Network-Based Ground Coffee Bean Classification in the Philippines

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