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Phattara Khumprom
Observed name:
Khumprom, Phattara
Institution:
Temple University, Japan
Observed institutions:
Prince of Songkla University,
Temple University, Japan,
North Dakota State University,
King Mongkut's University of Technology Thonburi
ORCID:
0000-0003-1584-3652
Observed ORCID:
0000-0003-1584-3652
OpenAlex ID:
A5088993205
A Data-Driven Predictive Prognostic Model for Lithium-ion Batteries based on a Deep Learning Algorithm
2019
·
Phattara Khumprom
, Nita Yodo
·
Energies
·
311
Deep Neural Network Feature Selection Approaches for Data-Driven Prognostic Model of Aircraft Engines
2020
·
Phattara Khumprom
, David Grewell
, et al.
·
Aerospace
·
43
Data-driven Prognostic Model of Li-ion Battery with Deep Learning Algorithm
2019
·
Phattara Khumprom
, Nita Yodo
·
Annual Reliability and Maintainability Symposium (RAMS)
·
34
A Hybrid Evolutionary CNN-LSTM Model for Prognostics of C-MAPSS Aircraft Dataset
2023
·
Phattara Khumprom
, Alex Davila-Frias
, et al.
·
Annual Reliability and Maintainability Symposium (RAMS)
·
11
Enhancing AI-Driven Education: Integrating Cognitive Frameworks, Linguistic Feedback Analysis, and Ethical Considerations for Improved Content Generation
2025
·
Antoun Yaacoub
, Sansiri Tarnpradab
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
9
Probabilistic modeling of hardware and software interactions for system reliability assessment
2023
·
Alex Davila-Frias
, Nita Yodo
, et al.
·
Quality Engineering
·
8
Reliability Estimation Using Long Short-Term Memory Networks
2023
·
Alex Davila-Frias
, Phattara Khumprom
, et al.
·
Annual Reliability and Maintainability Symposium (RAMS)
·
3
Neural Networks Based Feature Selection Approaches for Prognostics of Aircraft Engines
2020
·
Phattara Khumprom
, Nita Yodo
, et al.
·
Annual Reliability and Maintainability Symposium (RAMS)
·
2
Machine Learning-Driven Preventive Maintenance for Fibreboard Production in Industry 4.0
2025
·
Sirirat Suwatcharachaitiwong
, Nikorn Sirivongpaisal
, et al.
·
International Journal of Advanced Computer Science and Applications
·
1
PDF
Using Mixed Machine Learning Approaches for Tree-Based Classification Models of Poverty Indicator Data
2026
·
Phattara Khumprom
, Sansiri Tarnpradab
, et al.
·
International Joint Conference on Computer Science and Software Engineering
Validating Warehouse Picking Strategies Using Simulation: Case Study of a Plumbing Equipment Firm
2025
·
Khumprom, Phattara
, Kongkaew, Wanatchapong
, et al.
·
arXiv (Cornell University)
PDF
Diesel Price Prediction Models with Traditional Time-Series Algorithms and Neural Networks
2024
·
Sumet Muanchang
, Piyanit Wepulanon
, et al.
·
International Joint Conference on Computer Science and Software Engineering
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Works count:
14
Citation count:
425
H-index:
6
I10-index:
4
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