Application of Machine Learning on MRI Scans for Alzheimer's Disease Early Detection
Hernandez, Rowell M, Sison, Dana Kristine, Nolasco, Noe Christian, Melo, Jonnah, Castillo, Ria
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
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Conference Proceeding
Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN) on Melanoma Skin Cancer Detection
Hernandez, Rowell M, Ragasa, Adrian Angel, Macatangay, Lloyd, Palad, Lanie, Mendez, Celinne, Mendez, Celinne
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
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Conference Proceeding
DRIVEMATE: Empowering Safe Driving Through Real-Time Traffic Sign Detection and Speech Feedback on Mobile Devices Using YOLOv5 Algorithm and TensorFlow Lite
Hernandez, Rowell M, Manzanal, Johnrey, Guillo, Joseph Rizalde, Garcia, Shiel Marie, Babol, Melvin
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
Published in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology (24.10.2023)
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Conference Proceeding
Indoor Human Fall Detection Using Data Augmentation-Assisted Transfer Learning in an Aging Population for Smart Homecare: A Deep Convolutional Neural Network Approach
Pita, Mark Seth U., Alon, Alvin Sarraga, Melo, Princess Marie B., Hernandez, Rowell M., Magboo, Alex I.
Published in 2021 IEEE 19th Student Conference on Research and Development (SCOReD) (23.11.2021)
Published in 2021 IEEE 19th Student Conference on Research and Development (SCOReD) (23.11.2021)
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Conference Proceeding
An Emergency-Incident Reporting and Response Mobile Application in State University Setup
Tolentino, Jed, Hernandez, Rowell M.
Published in 2020 11th IEEE Control and System Graduate Research Colloquium (ICSGRC) (01.08.2020)
Published in 2020 11th IEEE Control and System Graduate Research Colloquium (ICSGRC) (01.08.2020)
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Conference Proceeding
A Classification Approach in the Probability of Credit Card Approval using Relief-Based Feature Selection
Flores, Leonard, Hernandez, Rowell M., Tolentino, Lysa C., Mendez, Celinne A., Fernando, Maricel Grace Z.
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
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Conference Proceeding
Classification of Nile Tilapia using Convolutional Neural Network
Hernandez, Rowell M., Hernandez, Alexander A.
Published in 2019 IEEE 9th International Conference on System Engineering and Technology (ICSET) (01.10.2019)
Published in 2019 IEEE 9th International Conference on System Engineering and Technology (ICSET) (01.10.2019)
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Conference Proceeding
A Deep Neural Network in a Web-based Career Track Recommender System for Lower Secondary Education
Atienza, John Robert D., Hernandez, Rowell M., Castillo, Ria L., De Jesus, Noelyn M., Buenas, Lorissa Joana E.
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
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Conference Proceeding
Acceptance Analysis of Mobile Application for Nile Tilapia Classification using Unified Theory of Acceptance and use of Technology
Hernandez, Rowell M., Hernandez, Alexander A.
Published in 2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) (01.02.2020)
Published in 2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) (01.02.2020)
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Conference Proceeding
Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques
Mendoza, Arjonel M., Hernandez, Rowell M., Amorado, Ryndel V., Coliat, Myrna A., De Chavez, Poul Isaac C.
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
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Conference Proceeding
Non-genital warts response to Cryotherapy and Immunotherapy treatment using Gradient Boosting Prediction Models
Lomboy, Kristoffersen Edward Mayce R., Hernandez, Rowell M., Zabala, Karesa Faye D., Coliat, Myrna A., De Chavez, Poul Isaac C.
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
Published in 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (26.08.2022)
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Conference Proceeding
Machine Vision Recognition System of Edible and Poisonous Mushrooms Using a Small Training Set-Based Deep Transfer Learning
Sevilla, William H., Hernandez, Rowell M., Ligayo, Michael Angelo D., Costa, Michael T., Quismundo, Allan Q.
Published in 2022 International Conference on Decision Aid Sciences and Applications (DASA) (23.03.2022)
Published in 2022 International Conference on Decision Aid Sciences and Applications (DASA) (23.03.2022)
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Conference Proceeding
Employing Technology Acceptance Model (TAM): An Analysis on Students' Reception on Online Learning Platforms During Covid-19 Pandemic
Hernandez, Rowell M.
Published in 2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) (26.06.2021)
Published in 2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) (26.06.2021)
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Conference Proceeding