Julio Jerison E. Macrohon

Powertech Technology (Taiwan) — Taiwan

Computer Science · Physical Sciences

8h-index377citations16works0.02yr avg
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Research Topics

Sentiment Analysis and Opinion Mining(4), COVID-19 diagnosis using AI(3), Advanced Neural Network Applications(2), Robotics and Sensor-Based Localization(2), Global Maternal and Child Health(2)

Publications16 total

Deep Learning Models for Coral Bleaching Classification in Multi-Condition Underwater Image Datasets
arXiv (Cornell University)·2025Open Access
Smart Clothing Self-Checkout Mirror with Hand Landmark Detection and YOLOv11
2025
Comparing Semi-Supervised Machine Learning Algorithms to Sentiment Analysis on English and Filipino Tweets during the POGO Probe
2024
Sentiment Analysis using a Long Short-Term Memory Recurrent Neural Network on Filipino Tweets: A Case Study for Bank A
2023
A Semi-Supervised Machine Learning Approach in Predicting High-Risk Pregnancies in the Philippines
Diagnostics·2022· 15 citedOpen Access
A Semi-Supervised Approach to Sentiment Analysis of Tweets during the 2022 Philippine Presidential Election
Information·2022· 33 citedOpen Access
Object Detection via Gradient-Based Mask R-CNN Using Machine Learning Algorithms
Machines·2022· 13 citedOpen Access
Development of a Machine Learning Based Web Application for Early Diagnosis of COVID-19 Based on Symptoms
Diagnostics·2022· 30 citedOpen Access
A Novel Machine Learning Approach for Tuberculosis Segmentation and Prediction Using Chest-X-Ray (CXR) Images
Applied Sciences·2021· 18 citedOpen Access
COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA
Algorithms·2021· 67 citedOpen Access
Object Identification and Localization Using Grad-CAM++ with Mask Regional Convolution Neural Network
Electronics·2021· 26 citedOpen Access
Design and Development of a System for Managing Student Research: A Case Study for the School of Information Technology, Mapua University
2021
Twitter Sentiment Analysis towards COVID-19 Vaccines in the Philippines Using Naïve Bayes
Information·2021· 164 citedOpen Access
A Real-Time COVID-19 Data Visualization and Information Repository in the Philippines
2021· 3 cited
Development of a Maternal Health System for Remote Areas
2019· 2 cited
Detection of Taekwondo Kicks Using RGB-D Sensors
2019· 6 cited

Frequent Co-authors

Jyh-Horng Jeng(10), Charlyn Nayve Villavicencio(8), X. Alphonse Inbaraj(7), Jer‐Guang Hsieh(6), Joel C. De Goma(3), Alphonse Inbaraj Xavier(1), Maverick S. Bustos(1), Josemaria A. Sebastian(1), Ariel Kelly D. Balan(1), Gloren S. Fuentes(1), Aevin S. Bulaong(1), Joshua Claude A. Bonsol(1), John Andrei C. Gayeta(1), George K. Hung(1), Julio Jeremy Escudero Macrohon(1)