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K

Karl Ezra Pilario

University of the Philippines System

14H-index
36Paper Count
987Citation Count
Published Papers 17
Publication Date
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Fast mixed kernel canonical variate analysis for learning-based nonlinear model predictive control
errchemical engineering research design
IF0
err2025-05-30
err0
PREAI
errKarl Ezra Pilario; Zhe Wu
errShare
errSave
Real-time automatic flow regime classification and mapping for vertical pipes using dynamic pressure signals
errINTERNATIONAL JOURNAL OF MULTIPHASE FLOW
IF3.8
err2025-05-30
err0
PREAI
errKhan, Umair; Pao, William; Pilario, Karl Ezra; Sallih, Nabihah; Sohail, Muhammad; Azam, Huzaifa
errShare
errSave
Machine learning-driven analysis of agro-climatic data for temperature modeling and forecasting in Philippine urban areas
errURBAN CLIMATE
IF6.9
err2025-03-01
err0
PREAI
errCruz, Jamlech Iram Gojo; de Vera, Jose Maria Lorenzo; Pilario, Karl Ezra
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errSave
Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err15
PREAI
errJang, Kyojin; Pilario, Karl Ezra Salgado; Lee, Nayoung; Moon, Il; Na, Jonggeol
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errSave
Two-stage feature selection for machine learning-aided DFT-based surface reactivity study on single-atom alloys
errMODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING
IF2.4
err2024-06-14
err0
PREAI
errOrdillo, Viejay Z.; Shimizu, Koji; Putungan, Darwin B.; Santos-Putungan, Alexandra B.; Watanabe, Satoshi; de Leon, Rizalinda L.; Ocon, Joey D.; Pilario, Karl Ezra S.; Padama, Allan Abraham B.
errShare
errSave
Flow regime classification using various dimensionality reduction methods and AutoML
errENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS
IF4.1
err2024-06-01
err5
PREAI
errKhan, Umair; Pao, William; Pilario, Karl Ezra; Sallih, Nabihah
errShare
errSave
O- and OH-induced dopant segregation in single atom alloy surfaces: A combined density functional theory and machine learning study
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err2
PREAI
errHipolito, Anne Nicole P.; Palmero, Marianne A.; Ordillo, Viejay Z.; Shimizu, Koji; Putungan, Darwin B.; Santos-Putungan, Alexandra B.; Ocon, Joey D.; Watanabe, Satoshi; Pilario, Karl Ezra S.; Padama, Allan Abraham B.
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errSave
Two-phase flow regime identification using multi-method feature extraction and explainable kernel Fisher discriminant analysis
errINTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW
IF5.1
err2023-12-25
err4
PREAI
errKhan, Umair; Pao, William; Pilario, Karl Ezra Salgado; Sallih, Nabihah; Khan, Muhammad Rehan
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errSave
Comprehensive review on machine learning methodologies for modeling dye removal processes in wastewater
errJOURNAL OF CLEANER PRODUCTION
IF10
err2023-01-01
err42
PREAI
errBhagat, Suraj Kumar; Pilario, Karl Ezra; Babalola, Olusola Emmanuel; Tiyasha, Tiyasha; Yaqub, Muhammad; Onu, Chijioke Elijah; Pyrgaki, Konstantina; Falah, Mayadah W.; Jawad, Ali H.; Yaseen, Dina Ali; Barka, Noureddine; Yaseen, Zaher Mundher
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errSave
Geographical and entomological differentiation of Philippine honey by multivariate analysis of FTIR spectra
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2022-12-01
err8
errOAAI
errGrabato, Jeb Reece; Pilario, Karl Ezra; Micor, Jose Rene L.; Mojica, Elmer-Rico E.
errShare
errSave
Spatio-Temporal Solar-Wind Complementarity Assessment in the Province of Kalinga-Apayao, Philippines Using Canonical Correlation Analysis
errSUSTAINABILITY
IF3.3
err2022-03-10
err2
errOAAI
errPilario, Karl Ezra S.; Ibanez, Jessa A.; Penisa, Xaviery N.; Obra, Johndel B.; Odulio, Carl Michael F.; Ocon, Joey D.
errShare
errSave
Geographical discrimination of propolis using dynamic time warping kernel principal components analysis
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-01-01
err9
errOAAI
errPilario, Karl Ezra; Tielemans, Alexander; Mojica, Elmer-Rico E.
errShare
errSave
A Kernel Design Approach to Improve Kernel Subspace Identification
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2021-07-01
err19
errOAAI
errPilario, Karl Ezra Salgado; Cao, Yi; Shafiee, Mahmood
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errSave
Development of a Real-Time Objective Gas-Liquid Flow Regime Identifier Using Kernel Methods
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2021-05-01
err14
errOAAI
errEyo, Edem Nsefik; Pilario, Karl Ezra Salgado; Lao, Liyun; Falcone, Gioia
errShare
errSave
Structural reliability assessment of offshore wind turbine support structures subjected to pitting corrosion-fatigue: A damage tolerance modelling approach
errWIND ENERGY
IF3.3
err2020-07-12
err34
errOAAI
errShittu, Abdulhakim Adeoye; Mehmanparast, Ali; Shafiee, Mahmood; Kolios, Athanasios; Hart, Phil; Pilario, Karl
errShare
errSave
Mixed kernel canonical variate dissimilarity analysis for incipient fault monitoring in nonlinear dynamic processes
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2019-04-01
err88
errOAAI
errPilario, Karl Ezra S.; Cao, Yi; Shafiee, Mahmood
errShare
errSave
Canonical Variate Dissimilarity Analysis for Process Incipient Fault Detection
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2018-12-01
err190
errOAAI
errSalgado Pilario, Karl Ezra; Cao, Yi
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 647
A
Ali H. Jawad
H-index: 74 · Papers: 311
N
Noureddine Barka
H-index: 50 · Papers: 211
S
Satoshi Watanabe
H-index: 50 · Papers: 764
I
Il Moon
H-index: 46 · Papers: 326
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