Elmer C. Peramo

12 papers Misc 1Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Hybrid Machine Learning and Geostatistical Downscaling of ERA5-Land Data for High-Resolution Daily Precipitation Mapping Over the Philippines.
ICAIIC
Kent Roger Truita, Elmer C. Peramo, Jeanette Badong-Carlos, Karl Ezra Pilario
2026 — conf
Hybrid Tree-Kernel Learning for Material-Family Recognition From Differential and Curve-Level Supercapacitor Signatures.
ICAIIC
Lance Dominic C. Raquel, Elmer C. Peramo
2026 — conf
Parameter-Efficient Style-Controlled Summarization: An Investigation into LoRA Dynamics and Stylistic Collapse.
ICAIIC
Josemaria Louis Fernando, Elmer C. Peramo, Dantenelo Santi Barretto, Ashley Trish Soriano
2024 — conf
Optimizing Healthcare Accessibility: An Integration of GIS and Machine Learning for Strategic Hospital Facility Location Planning.
ICAIIC
Kahlil Sebastian G. Ramos, Elmer C. Peramo
2024 Misc conf
Quantum Computing Society of the Philippines: An NGO Perspective on Promoting Quantum Information, Science, and Technology in the Philippines.
QCE
Dylan Josh Domingo Lopez, Elmer C. Peramo, Jabez Mendoza Ayson, Angela Nicole S. Masongsong, Lance Dominic C. Raquel, Bobby O. Corpus
2024 — conf
Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection.
ICAIIC
Antonio C. Briza, Eduardo Piedad, Elmer C. Peramo
2023 — conf
On Modern Text-to-SQL Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study.
ICAIIC
Moses Visperas, Aunhel John Adoptante, Christalline Joie Borjal, Ma. Teresita Abia, Jasper Kyle Catapang, Elmer C. Peramo
2023 — conf
Parallel Corpus Curation for Filipino Text-to-SQL Semantic Parsing.
ICAIIC
Christalline Joie Borjal, Moses Visperas, Aunhel John Adoptante, Ma. Teresita Abia, Jasper Kyle Catapang, Elmer C. Peramo
2023 — conf
iTANONG-DS : A Collection of Benchmark Datasets for Downstream Natural Language Processing Tasks on Select Philippine Languages.
ICNLSP
Moses Visperas, Christalline Joie Borjal, Aunhel John Adoptante, Danielle Shine R. Abacial, Ma. Miciella Decano, Elmer C. Peramo
2021 — conf
Juris2vec: Building Word Embeddings from Philippine Jurisprudence.
ICAIIC
Elmer C. Peramo, Charibeth Cheng, Macario O. Cordel II
2020 — conf
Multivariate Time Series Imaging for Short-Term Precipitation Forecasting Using Convolutional Neural Networks.
ICAIIC
Sun Arthur A. Ojeda, Geoffrey A. Solano, Elmer C. Peramo
2018 — conf
Predicting Decisions of the Philippine Supreme Court Using Natural Language Processing and Machine Learning.
COMPSAC (2)
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