Robert G. de Luna

18 papers C 9Journal 1Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Automated Currency Identification: A CNN Approach to Philippine Banknote Recognition. IST Robert G. de Luna, Rai Racel Armando, Mark Louie Bocalbos, Jamaica Fernandez, Krystel Anne Malacaman, Jesirie Natividad, Jan Jadrien Ramos, Shaina Marie Salcedo, Melani L. Castillo
2024	—	`conf`	Deep Learning-Based Mushroom Classification: Differentiating Edible and Poisonous Species Using Convolutional Neural Networks. IST Robert G. de Luna, Zenesca Ann P. Baylon, Coreen Anne D. Garcia, Jose Rogelio G. Huevos, John Lester S. Ilagan, Maria Jamaica T. Rocha, Verna C. Magnaye
2024	C	`conf`	Detection and Tracking of Nile Tilapia Using DeepLabCut with ResNet50 and MobileNetV2. TENCON John Alfred M. Pagarigan, Danielle A. Eleuterio, Breane Keith E. Valencia, Robert G. de Luna, Marife A. Rosales
2024	—	`conf`	Enhancing Quality Control for Pistachio: Siirt vs. Kirmizi Classification via CNN-Based Image Analysis. IST Robert G. de Luna, Dexter P. Astorga, Trisha M. Celestial, Aira Mae T. Española, Brian Allen Q. Lanting, Danielle M. Mugar, Mateo G. Ramos, Jenjazel M. Redondo
2024	—	`conf`	Enhancing Road Safety: A CNN-Based Approach to Road Damage Classification. IST Robert G. de Luna, Mariano G. Abejo, Beatriz M. Aldave, Ruth Hannah P. Barrete, Jewel L. Lim, Hazel M. Mendoza, Myka Sydney Morcoso, Karina L. Enriquez
2024	—	`conf`	High Accuracy Diagnosis of Pediatric Pneumonia: Achieved Using Convolutional Neural Network. IST Robert G. de Luna, Joeben More R. Dalguntas, Adrien Joshua M. Lizardo, Earl Stephen A. Molino, Allen Andrew L. Pucyutan, Jayvee C. Solis, David Ysmael D. Umali, Rose Anne L. Reaño
2024	C	`conf`	Lot Quality Prediction in Semiconductor Manufacturing Final Test Using Multilayer Perceptron. TENCON Ranzel V. Dimaculangan, Robert G. de Luna
2024	—	`conf`	VIScial: Visual Classification of Facial Shape Using Deep Transfer Learning. IST Robert G. de Luna, Desiree M. Mendoza, Michaella R. Isada, Ckoleen Faith C. Navarro, Orland D. Tubola, Joanna Marie P. Macadag-um, Leonila Tuason
2024	—	`conf`	Vision-Based Waste Classification for Handheld PET Bottles and Paper Using Convolutional Neural Network and Transfer Learning. IST Robert G. de Luna, Meghann Kim O. Dungca, Darlene Rocel C. Filler, Cailon Jullius V. Cabrera, Charlene M. Reyes, Seane Allen J. Saballa, Nicole Anne O. Maligalig, Romeo G. Ilagan
2023	C	`conf`	A Comparative Analysis of Machine Learning Approaches for Sound Wave Flame Extinction System Towards Environmental Friendly Fire Suppression. TENCON Robert G. de Luna, Zenesca Ann P. Baylon, Coreen Anne D. Garcia, Jose Rogelio G. Huevos, John Lester S. Ilagan, Maria Jamaica T. Rocha
2023	C	`conf`	A Comparative Study of Machine Learning Techniques for Water Potability Classification. TENCON Robert G. de Luna, Verna C. Magnaye, Rose Anne L. Reaño, Karina L. Enriquez, Joeben More R. Dalguntas, Adrien Joshua M. Lizardo, Earl Stephen A. Molino, Allen Andrew L. Pucyutan, Jayvee C. Solis, David Ysmael D. Umali
2023	C	`conf`	A Machine Learning Approach for Efficient Spam Detection in Short Messaging System (SMS). TENCON Robert G. de Luna, Verna C. Magnaye, Rose Anne L. Reaño, Karina L. Enriquez, Dexter Astorga, Trisha M. Celestial, Aira Mae T. Española, Brian Allen Q. Lanting, Danielle M. Mugar, Mateo G. Ramos, Jenjazel M. Redondo
2023	C	`conf`	A Machine Learning-Based Approach for Accurate Size Classification of Pineapple (Ananas Comosus). TENCON Robert G. de Luna, Verna C. Magnaye, Rose Anne L. Reaño, Karina L. Enriquez, Rai Racel Armando, Mark Louie Bocalbos, Jamaica Fernandez, Krystel Anne Malacaman, Jesirie Natividad, Jan Jadrien Ramos, Shaina Marie Salcedo
2023	C	`conf`	Determination of Soluble Copper in Water Through Tannic Reaction Analysis Using an Optical Color Sensor and Machine Learning. TENCON Jan Fern Historillo, Gerhard P. Tan, Robert G. de Luna
2023	C	`conf`	Non-Invasive Transport Tier Classification of Banana 'Señorita' (Musa Acuminata) Using Machine Learning Techniques. TENCON Robert G. de Luna, Verna C. Magnaye, Rose Anne L. Reaño, Karina L. Enriquez, Meghann Kim O. Dungca, Darlene Rocel C. Filler, Cailon Jullius V. Cabrera, Charlene M. Reyes, Seane Allen J. Saballa, Nicole Anne O. Maligalig
2022	J	`jnl`	Computer-Based Blood Type Identification Using Image Processing and Machine Learning Algorithm. J. Adv. Comput. Intell. Intell. Informatics Marife A. Rosales, Robert G. de Luna
2019	—	`conf`	Tomato Fruit Image Dataset for Deep Transfer Learning-based Defect Detection. CIS/RAM Robert G. de Luna, Elmer P. Dadios, Argel A. Bandala, Ryan Rhay P. Vicerra
2018	C	`conf`	Automated Image Capturing System for Deep Learning-based Tomato Plant Leaf Disease Detection and Recognition. TENCON Robert G. de Luna, Elmer P. Dadios, Argel A. Bandala