Automated Image Capturing System for Deep Learning-based Tomato Plant Leaf Disease Detection and Recognition. - Robert G. de Luna; Elmer P. Dadios; Argel A. Bandala (TENCON, 2018)

Tomato Fruit Image Dataset for Deep Transfer Learning-based Defect Detection. - Robert G. de Luna; Elmer P. Dadios; Argel A. Bandala; Ryan Rhay P. Vicerra (CIS/RAM, 2019)

Computer-Based Blood Type Identification Using Image Processing and Machine Learning Algorithm. - Marife A. Rosales; Robert G. de Luna (J. Adv. Comput. Intell. Intell. Informatics, 2022)

Determination of Soluble Copper in Water Through Tannic Reaction Analysis Using an Optical Color Sensor and Machine Learning. - Jan Fern Historillo; Gerhard P. Tan; Robert G. de Luna (TENCON, 2023)

A Comparative Analysis of Machine Learning Approaches for Sound Wave Flame Extinction System Towards Environmental Friendly Fire Suppression. - Robert G. de Luna; Zenesca Ann P. Baylon; Coreen Anne D. Garcia; Jose Rogelio G. Huevos; John Lester S. Ilagan; Maria Jamaica T. Rocha (TENCON, 2023)

A Machine Learning-Based Approach for Accurate Size Classification of Pineapple (Ananas Comosus). - 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 (TENCON, 2023)

A Machine Learning Approach for Efficient Spam Detection in Short Messaging System (SMS). - 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 (TENCON, 2023)

Non-Invasive Transport Tier Classification of Banana 'Señorita' (Musa Acuminata) Using Machine Learning Techniques. - 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 (TENCON, 2023)

A Comparative Study of Machine Learning Techniques for Water Potability Classification. - 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 (TENCON, 2023)

Enhancing Road Safety: A CNN-Based Approach to Road Damage Classification. - 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 (IST, 2024)

Automated Currency Identification: A CNN Approach to Philippine Banknote Recognition. - 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 (IST, 2024)

Enhancing Quality Control for Pistachio: Siirt vs. Kirmizi Classification via CNN-Based Image Analysis. - 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 (IST, 2024)

Deep Learning-Based Mushroom Classification: Differentiating Edible and Poisonous Species Using Convolutional Neural Networks. - 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 (IST, 2024)

Vision-Based Waste Classification for Handheld PET Bottles and Paper Using Convolutional Neural Network and Transfer Learning. - 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 (IST, 2024)

High Accuracy Diagnosis of Pediatric Pneumonia: Achieved Using Convolutional Neural Network. - 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 (IST, 2024)

VIScial: Visual Classification of Facial Shape Using Deep Transfer Learning. - Robert G. de Luna; Desiree M. Mendoza; Michaella R. Isada; Ckoleen Faith C. Navarro; Orland D. Tubola; Joanna Marie P. Macadag-um; Leonila Tuason (IST, 2024)

Lot Quality Prediction in Semiconductor Manufacturing Final Test Using Multilayer Perceptron. - Ranzel V. Dimaculangan; Robert G. de Luna (TENCON, 2024)

Detection and Tracking of Nile Tilapia Using DeepLabCut with ResNet50 and MobileNetV2. - John Alfred M. Pagarigan; Danielle A. Eleuterio; Breane Keith E. Valencia; Robert G. de Luna; Marife A. Rosales (TENCON, 2024)