Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. - Macario O. Cordel II; Arren Matthew C. Antioquia; Arnulfo P. Azcarraga (ICONIP (4), 2016)

A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. - Arren Matthew C. Antioquia; Arnulfo P. Azcarraga (IJCNN, 2018)

ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters. - Arren Matthew C. Antioquia; Daniel Stanley Tan; Arnulfo P. Azcarraga; Wen-Huang Cheng; Kai-Lung Hua (VCIP, 2018)

Single-Fusion Detector: Towards Faster Multi-Scale Object Detection. - Arren Matthew C. Antioquia; Daniel Stanley Tan; Arnulfo P. Azcarraga; Kai-Lung Hua (ICIP, 2019)

Accurate Thoracic Disease Classification via Ensemble Networks. - Arren Matthew Capuchino Antioquia (ICIGP, 2022)

Ghosting Effect Removal for Multi-Frame Super-Resolution on CCTV Videos with Moving Objects. - Jarrett Ethan Singian; Jade Nicole Tan; Martin Angelo Tierro; Neil Patrick Del Gallego; Joel Ilao; Arren Matthew C. Antioquia (ICMVA, 2022)

LigMANet: Towards Designing a Lightweight Crowd Counting Model. - Lander Peter E. Cua; Jacob Bryan B. Gaba; Hylene Jules G. Lee; Ian Angelo T. Racoma; Arren Matthew C. Antioquia (ISCMI, 2023)

HAHANet: Towards Accurate Image Classifiers with Less Parameters. - Arren Matthew C. Antioquia; Macario O. Cordel II (PSIVT, 2023)

Effsemble: faster, smaller and more accurate ensemble networks for thoracic disease classification. - Arren Matthew C. Antioquia (Int. J. Comput. Appl. Technol., 2023)

ConNet: Designing a Fast, Efficient, and Robust Crowd Counting Model Through Composite Compression. - Regina Marie A. Masilang; Bianca Joy R. Benedictos; Mikayla M. Tejada; Giann Jericho Mari F. Marasigan; Arren Matthew C. Antioquia (Int. J. Pattern Recognit. Artif. Intell., 2023)