Predicting Decisions of the Philippine Supreme Court Using Natural Language Processing and Machine Learning. - Michael Benedict L. Virtucio; Jeffrey A. Aborot; John Kevin C. Abonita; Roxanne S. Aviñante; Rother Jay B. Copino; Michelle P. Neverida; Vanesa O. Osiana; Elmer C. Peramo; Joanna G. Syjuco; Glenn Brian A. Tan (COMPSAC (2), 2018)

Multivariate Time Series Imaging for Short-Term Precipitation Forecasting Using Convolutional Neural Networks. - Sun Arthur A. Ojeda; Geoffrey A. Solano; Elmer C. Peramo (ICAIIC, 2020)

Juris2vec: Building Word Embeddings from Philippine Jurisprudence. - Elmer C. Peramo; Charibeth Cheng; Macario O. Cordel II (ICAIIC, 2021)

Parallel Corpus Curation for Filipino Text-to-SQL Semantic Parsing. - Christalline Joie Borjal; Moses Visperas; Aunhel John Adoptante; Ma. Teresita Abia; Jasper Kyle Catapang; Elmer C. Peramo (ICAIIC, 2023)

On Modern Text-to-SQL Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study. - Moses Visperas; Aunhel John Adoptante; Christalline Joie Borjal; Ma. Teresita Abia; Jasper Kyle Catapang; Elmer C. Peramo (ICAIIC, 2023)

iTANONG-DS : A Collection of Benchmark Datasets for Downstream Natural Language Processing Tasks on Select Philippine Languages. - Moses Visperas; Christalline Joie Borjal; Aunhel John Adoptante; Danielle Shine R. Abacial; Ma. Miciella Decano; Elmer C. Peramo (ICNLSP, 2023)

Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection. - Antonio C. Briza; Eduardo Piedad; Elmer C. Peramo (ICAIIC, 2024)

Optimizing Healthcare Accessibility: An Integration of GIS and Machine Learning for Strategic Hospital Facility Location Planning. - Kahlil Sebastian G. Ramos; Elmer C. Peramo (ICAIIC, 2024)