Elmer C. Peramo

According to our database, Elmer C. Peramo authored at least 12 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Hybrid Machine Learning and Geostatistical Downscaling of ERA5-Land Data for High-Resolution Daily Precipitation Mapping Over the Philippines.

Kent Roger Truita, Elmer C. Peramo, Jeanette Badong-Carlos, Karl Ezra Pilario

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2026

Hybrid Tree-Kernel Learning for Material-Family Recognition From Differential and Curve-Level Supercapacitor Signatures.

Lance Dominic C. Raquel, Elmer C. Peramo

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2026

Parameter-Efficient Style-Controlled Summarization: An Investigation into LoRA Dynamics and Stylistic Collapse.

Josemaria Louis Fernando, Elmer C. Peramo, Dantenelo Santi Barretto, Ashley Trish Soriano

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2026

2024

Quantum Computing Society of the Philippines: An NGO Perspective on Promoting Quantum Information, Science, and Technology in the Philippines.

Dylan Josh Domingo Lopez, Elmer C. Peramo, Jabez Mendoza Ayson, Angela Nicole S. Masongsong, Lance Dominic C. Raquel, Bobby O. Corpus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Optimizing Healthcare Accessibility: An Integration of GIS and Machine Learning for Strategic Hospital Facility Location Planning.

Kahlil Sebastian G. Ramos, Elmer C. Peramo

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection.

Antonio C. Briza, Eduardo Piedad, Elmer C. Peramo

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

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

Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 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

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

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

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2021

Juris2vec: Building Word Embeddings from Philippine Jurisprudence.

Elmer C. Peramo, Charibeth Cheng, Macario O. Cordel II

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

2020

Multivariate Time Series Imaging for Short-Term Precipitation Forecasting Using Convolutional Neural Networks.

Sun Arthur A. Ojeda, Geoffrey A. Solano, Elmer C. Peramo

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2018

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

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018