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Manuel B. Garcia is a professor of information technology and the founding director of the Educational Innovation and Technology Hub (EdITH) at FEU Institute of Technology, Manila, Philippines. Read More
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1607, FEU Tech Building,P. Paredes St, Sampaloc,
Manila, Philippines mbgarcia@feutech.edu.ph
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Machine Learning
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Conference Papers
Lagrazon, P. G. G. , 
Japor, J. E. E., 
Susa, J. A. B., Abante, M. V., 
Maaliw III, R. R. iD, 
Platon, A. B., 
Lagman, A. C., 
Garcia, M. B. iD
Comparative Analysis of Machine Learning Models for Relative Humidity Prediction in the Philippines
2023 1st IEEE International Conference on Smart Technology (ICE-SMARTec), pages 72-77, (2023)
doi https://doi.org/10.1109/ICE-SMARTECH59237.2023.10461954 | Citations: 3
Lagrazon, P. G. G. Corresponding Author
Lagrazon, Pitz Gerald G.
pitzgerald.lagrazon@gmail.comCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Japor, J. E. E.Japor, Jennifer Edytha E.
japorjen@gmail.comCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Susa, J. A. B.Susa, Julie Ann B.
jsusa@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Abante, M. V.Abante, Marmelo V.
dmva888@gmail.comGraduate School, World Citi Colleges, Philippines
Search for more papers by this author Maaliw III, R. R. iDMaaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Platon, A. B.Platon, Arnold B.
abplaton@bicol-u.edu.phComputer Studies Department, Bicol University Polangui, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XEducational Innovation and Technology Hub, FEU Institute of Technology, Philippines
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Conference Papers
Lagrazon, P. G. G. , Lagman, A. C., Abante, M. V., Ortega, J. H. J. C., Calderon, R. A., De Castro, P. J. L., , Garcia, M. B. iD
Wind Speed Prediction Using Gaussian Process Regression: A Machine Learning Approach
2023 International Conference on Information Technology Research and Innovation (ICITRI), pages 118-122, (2023)
doi https://doi.org/10.1109/ICITRI59340.2023.10250031 | Citations: 5
Lagrazon, P. G. G. Corresponding Author
Lagrazon, Pitz Gerald G.
pitzgerald.lagrazon@gmail.comCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Abante, M. V.Abante, Marmelo V.
dmva888@gmail.comGraduate School, World Citi Colleges, Philippines
Search for more papers by this author Ortega, J. H. J. C.Ortega, John Heland Jasper C.
jcortega-feu@feutech.edu.phCollege of Computer Studies and Multimedia Arts, FEU Institute of Technology, Philippines
Search for more papers by this author Calderon, R. A.Calderon, Roland A.
racalderon@slsu.edu.ph, Southern Luzon State University, Philippines
Search for more papers by this author De Castro, P. J. L.De Castro, Pedro Jose L.
Institute of Graduate Studies and Research, Manuel S. Enverga University, Philippines
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Maaño, R. C. Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XEducational Innovation and Technology Hub, FEU Institute of Technology, Philippines
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Journal Articles
Arif, Y. M. iD, Nurhayati, H., 
Karami, A. F., 
Nugroho, F., 
Kurniawan, F., Rasyid, H. A., Aini, Q., Diah, N. M., 
Garcia, M. B. iD
An Artificial Neural Network-Based Finite State Machine for Adaptive Scenario Selection in Serious Game
International Journal of Intelligent Engineering and Systems, Volume 16, Issue 5, pages 488-500, (2023)
doi https://doi.org/10.22266/ijies2023.1031.42 | Citations: 35
Arif, Y. M. iDCorresponding Author
Arif, Yunifa Miftachul
yunif4@ti.uin-malang.ac.idiD 0000-0002-2183-0762Department of Electrical Engineering, Universitas Islam Negeri Maulana Malik Ibrahim, Indonesia
Search for more papers by this author Nurhayati, H.Nurhayati, Hani
Department of Informatics Engineering, Universitas Islam Negeri Maulana Malik Ibrahim, Indonesia
Search for more papers by this author Karami, A. F.Karami, Ahmad Fahmi
Department of Informatics Engineering, Universitas Islam Negeri Maulana Malik Ibrahim, Indonesia
Search for more papers by this author Nugroho, F.Nugroho, Fresy
Department of Informatics Engineering, Universitas Islam Negeri Maulana Malik Ibrahim, Indonesia
Search for more papers by this author Kurniawan, F.Kurniawan, Fachrul
Department of Informatics Engineering, Universitas Islam Negeri Maulana Malik Ibrahim, Indonesia
Search for more papers by this author Rasyid, H. A.Rasyid, Harits Ar
Department of Electrical Engineering, Universitas Negeri Malang, Indonesia
Search for more papers by this author Aini, Q.Aini, Qurrotul
Department of Information Systems, Universitas Islam Negeri Syarif Hidayatullah, Indonesia
Search for more papers by this author Diah, N. M.Diah, Norizan Mat
College of Computing, Informatics and Media, Universiti Teknologi MARA, Malaysia
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
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Conference Papers
Lagrazon, P. G. G. , Japor, J. E. E., Maaliw III, R. R. iD, Susa, J. A. B., 
De Veluz, M. R. D., Lagman, A. C., Garcia, M. B. iD, Platon, A. B.
A Comparative Analysis of the Machine Learning Model for Rainfall Prediction in Cavite Province, Philippines
2023 IEEE World AI IoT Congress (AIIoT), pages 0421-0426, (2023)
doi https://doi.org/10.1109/AIIoT58121.2023.10174533 | Citations: 11
Lagrazon, P. G. G. Corresponding Author
Lagrazon, Pitz Gerald G.
pitzgerald.lagrazon@gmail.comCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Japor, J. E. E.Japor, Jennifer Edytha E.
japorjen@gmail.comCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Maaliw III, R. R. iDMaaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Susa, J. A. B.Susa, Julie Ann B.
jsusa@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author De Veluz, M. R. D.De Veluz, Maria Rossana D.
mrddeveluz@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XEducational Innovation and Technology Hub, FEU Institute of Technology, Philippines
Search for more papers by this author Platon, A. B.Platon, Arnold B.
abplaton@bicol-u.edu.phComputer Studies Department, Bicol University Polangui, Philippines
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Conference Papers
Maaliw III, R. R. iD, 
Mabunga, Z. P., De Veluz, M. R. D., 
Alon, A. S., Lagman, A. C., Garcia, M. B. iD, 
Lacatan, L. L., 
Dellosa, R. M.
An Enhanced Segmentation and Deep Learning Architecture for Early Diabetic Retinopathy Detection
2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC), pages 0168-0175, (2023)
doi https://doi.org/10.1109/CCWC57344.2023.10099069 | Citations: 42
Maaliw III, R. R. iDCorresponding Author
Maaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Mabunga, Z. P.Mabunga, Zoren P.
zmabunga@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author De Veluz, M. R. D.De Veluz, Maria Rossana D.
mrddeveluz@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Alon, A. S.Alon, Alvin S.
alvin.alon@g.batstate-u.edu.phDigital Transformation Center, Batangas State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Lacatan, L. L.Lacatan, Luisito L.
louie1428@gmail.comCollege of Computing & Engineering, Pamantasan ng Cabuyao, Philippines
Search for more papers by this author Dellosa, R. M.Dellosa, Rhowel M.
rhowel.dellosa@unp.edu.phResearch Development Office, University of Northern Philippines, Philippines
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Conference Papers
Maaliw III, R. R. iD, Alon, A. S., Lagman, A. C., Garcia, M. B. iD, Susa, J. A. B., 
Reyes, R. C., 
Fernando, M. C. G. iD, 
Hernandez, A. A. iD
A Multistage Transfer Learning Approach for Acute Lymphoblastic Leukemia Classification
2022 IEEE 13th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), pages 488-495, (2022)
doi https://doi.org/10.1109/UEMCON54665.2022.9965679 | Citations: 29
Maaliw III, R. R. iDCorresponding Author
Maaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Alon, A. S.Alon, Alvin S.
alvin.alon@g.batstate-u.edu.phDigital Transformation Center, Batangas State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Susa, J. A. B.Susa, Julie Ann B.
jsusa@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Reyes, R. C.Reyes, Ryan C.
Electrical Engineering Department, Technological University of the Philippines, Philippines
Search for more papers by this author Fernando, M. C. G. iDFernando, Ma. Corazon G.
mgfernando@feutech.edu.phiD 0000-0003-3094-5438College of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Hernandez, A. A. iDHernandez, Alexander A.
alexander_hernandez@tup.edu.phiD 0000-0003-4586-2651Graduate Program & External Studies, Technological University of the Philippines, Philippines
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Conference Papers
Maaliw III, R. R. iD, Alon, A. S., Lagman, A. C., Garcia, M. B. iD, Abante, M. V., Belleza Jr., R. C., 
Tan Jr., J. B., 
Maaño, R. A.
Cataract Detection and Grading Using Ensemble Neural Networks and Transfer Learning
2022 IEEE 13th Annual Information Technology, Electronics and Mobile Communication Conference, pages 74-81, (2022)
doi https://doi.org/10.1109/IEMCON56893.2022.9946550 | Citations: 23
Maaliw III, R. R. iDCorresponding Author
Maaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Alon, A. S.Alon, Alvin S.
alvin.alon@g.batstate-u.edu.phDigital Transformation Center, Batangas State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Abante, M. V.Abante, Marmelo V.
dmva888@gmail.comGraduate School, World Citi Colleges, Philippines
Search for more papers by this author Belleza Jr., R. C.Belleza Jr., Rodrigo C.
rodrigo.belleza@mseuf.edu.phCollege of Computing Studies, Manuel S. Enverga University, Philippines
Search for more papers by this author Tan Jr., J. B.Tan Jr., Jose B.
jose.tanjr@mseuf.edu.phCollege of Computing Studies, Manuel S. Enverga University, Philippines
Search for more papers by this author Maaño, R. A.Maaño, Roselyn A.
roselyn.maano@mseuf.edu.phCollege of Computing Studies, Manuel S. Enverga University, Philippines
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Conference Papers
Maaliw III, R. R. iD, Susa, J. A. B., Alon, A. S., Lagman, A. C., Ambat, S. C., Garcia, M. B. iD, 
Keno C. Piad,, Fernando, M. C. G. iD
A Deep Learning Approach for Automatic Scoliosis Cobb Angle Identification
2022 IEEE World AI IoT Congress (AIIoT), pages 111-117, (2022)
doi https://doi.org/10.1109/AIIoT54504.2022.9817290 | Citations: 41
Maaliw III, R. R. iDCorresponding Author
Maaliw III, Renato. R.
rmaaliw@slsu.edu.phiD 0000-0002-7310-2708College of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Susa, J. A. B.Susa, Julie Ann B.
jsusa@slsu.edu.phCollege of Engineering, Southern Luzon State University, Philippines
Search for more papers by this author Alon, A. S.Alon, Alvin S.
alvin.alon@g.batstate-u.edu.phDigital Transformation Center, Batangas State University, Philippines
Search for more papers by this author Lagman, A. C.Lagman, Ace C.
aclagman@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Ambat, S. C.Ambat, Shaneth C.
scambat@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Garcia, M. B. iDGarcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Keno C. Piad,Keno C. Piad
keno.piad@bulsu.edu.phInformation Technology Department, Bulacan State University, Philippines
Search for more papers by this author Fernando, M. C. G. iDFernando, Ma. Corazon G.
mgfernando@feutech.edu.phiD 0000-0003-3094-5438College of Computer Studies, FEU Institute of Technology, Philippines
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Conference Papers
Garcia, M. B. iD, Ambat, S. C., Adao, R. T.
Tomayto, Tomahto: A Machine Learning Approach for Tomato Ripening Stage Identification Using Pixel-Based Color Image Classification
2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM), pages 1-6, (2019)
doi https://doi.org/10.1109/HNICEM48295.2019.9072892 | Citations: 48
Garcia, M. B. iDCorresponding Author
Garcia, Manuel B.
mbgarcia@feutech.edu.phiD 0000-0003-2615-422XCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Ambat, S. C.Ambat, Shaneth C.
scambat@feutech.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
Search for more papers by this author Adao, R. T.Adao, Rossana T.
radao@fit.edu.phCollege of Computer Studies, FEU Institute of Technology, Philippines
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