Pattaramon Vuttipittayamongkol

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Imbalanced Data Classification

Top Venues

Int. J. Neural Syst.

Publications

Pattaramon Vuttipittayamongkol, Tosporn Arreeras
Data-driven Industrial Machine Failure Detection in Imbalanced Environments. IEEM (2022)
Eyad Elyan, Amir Hussain, Aziz Sheikh, Abdelraouf A. Elmanama, Pattaramon Vuttipittayamongkol, Karolin Hijazi
Antimicrobial Resistance and Machine Learning: Challenges and Opportunities. IEEE Access 10 (2022)
Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
Towards Machine Learning-Driven Practices for Oil and Gas Decommissioning - Introduction of a New Offshore Pipeline Dataset. ICCCM (2021)
Pattaramon Vuttipittayamongkol, Aaron Tung, Eyad Elyan
A Data-Driven Decision Support Tool for Offshore Oil and Gas Decommissioning. IEEE Access 9 (2021)
Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski
On the class overlap problem in imbalanced data classification. Knowl. Based Syst. 212 (2021)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets. AIAI (2) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Response to Discussion on "Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease, ". Int. J. Neural Syst. 30 (9) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease. Int. J. Neural Syst. 30 (8) (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan
Neighbourhood-based undersampling approach for handling imbalanced and overlapped data. Inf. Sci. 509 (2020)
Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne
Overlap-Based Undersampling for Improving Imbalanced Data Classification. IDEAL (1) (2018)