Karl Ezra Pilario

According to our database, Karl Ezra Pilario authored at least 9 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• 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

2025

Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes.

Kyojin Jang, Karl Ezra Salgado Pilario, Nayoung Lee, Il Moon, Jonggeol Na

IEEE Trans. Ind. Informatics, January, 2025

2022

Geographical discrimination of propolis using dynamic time warping kernel principal components analysis.

Karl Ezra Pilario, Alexander Tielemans, Elmer-Rico E. Mojica

Expert Syst. Appl., 2022

2021

A Kernel Design Approach to Improve Kernel Subspace Identification.

Karl Ezra S. Pilario, Yi Cao, Mahmood Shafiee

IEEE Trans. Ind. Electron., 2021

Development of a Real-Time Objective Gas-Liquid Flow Regime Identifier Using Kernel Methods.

Edem Nsefik Eyo, Karl Ezra S. Pilario, Liyun Lao, Gioia Falcone

IEEE Trans. Cybern., 2021

2019

Mixed kernel canonical variate dissimilarity analysis for incipient fault monitoring in nonlinear dynamic processes.

Karl Ezra S. Pilario, Yi Cao, Mahmood Shafiee

Comput. Chem. Eng., 2019

Reconstruction based Fault Prognosis in Dynamic Processes using Canonical Variate Analysis.

Karl Ezra S. Pilario, Yi Cao, Mahmood Shafiee, Liyun Lao

Proceedings of the 25th International Conference on Automation and Computing, 2019

2018

Canonical Variate Dissimilarity Analysis for Process Incipient Fault Detection.

Karl Ezra Pilario, Yi Cao

IEEE Trans. Ind. Informatics, 2018

2017

Process incipient fault detection using canonical variate analysis.

Karl Ezra Pilario, Yi Cao

Proceedings of the 23rd International Conference on Automation and Computing, 2017