Combined Synthetic Minority Oversampling Technique and Deep Neural Network for Red Wine Quality Prediction
Pascua, Kristine B., Lagura, Harp Drixnelle, Lumacad, Gernel S., Pensona, Alexis Kate N., Jalop, Milvic Jhon I.
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding
Deep Learning Models for MIR-4 Draco Token Exchange Value Forecasting
Gomez, Neil Archein I., Lumacad, Gernel S., Saludes, Isabela Loren R., Castino, Princess Aravela A., Ligtao, Ozzy Tyrone B.
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding
Features of Low and Highly Susceptible Individuals in Retail Investment Fraud: A Machine Learning - Based Analysis
Malik, Princess Elmalyn B., Bulasa, Wen James P., Lumacad, Gernel S., Dagtay, Lester Dave T., Fajardo, Cookie J.
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding
XGBoost-Based Analysis of the Early-Stage Diabetes Risk Dataset
Sabejon, Jayson A., Rejas, Jeyhozaphat B., Lumacad, Gernel S., Zarate, Reymund L., Mendez, Edwin Anthony D., Tinoy, Frances Marie Lynn O.
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding
Postoperative Discharge Destination Classification via Extreme Gradient Boosting
Lumacad, Gernel S, Micaroz, Aliah Alpha A, Gabia, Junar Paolo A
Published in 2022 International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS) (18.11.2022)
Published in 2022 International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS) (18.11.2022)
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Conference Proceeding
Analyzing Sensitive Factors Affecting Online Academic Performance in the New Normal: A Machine Learning Perspective
Lumacad, Gernel S., Damasing, Justine Vir C., Tacastacas, Sofiah Beatrice M., Quipanes, Axl Ralph T.
Published in 2022 XVII Latin American Conference on Learning Technologies (LACLO) (17.10.2022)
Published in 2022 XVII Latin American Conference on Learning Technologies (LACLO) (17.10.2022)
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Conference Proceeding
Supervised and Unsupervised Learning Approaches for Characterizing High and Low Financially Vulnerable Households
Flores, Janelle O., Dayo, Justin Ivan P., Lumacad, Gernel S., Pacana, Alliah Marie B., Intano, Chrystal Gem L., Lagat, Hannah G.
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
Published in 2023 International Conference in Advances in Power, Signal, and Information Technology (APSIT) (09.06.2023)
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Conference Proceeding