Overlap-Based Undersampling for Improving Imbalanced Data Classification. - Pattaramon Vuttipittayamongkol; Eyad Elyan; Andrei Petrovski 001; Chrisina Jayne (IDEAL (1), 2018)

Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets. - Pattaramon Vuttipittayamongkol; Eyad Elyan (AIAI (2), 2020)

Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease. - Pattaramon Vuttipittayamongkol; Eyad Elyan (Int. J. Neural Syst., 2020)

Response to Discussion on "Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease, ". - Pattaramon Vuttipittayamongkol; Eyad Elyan (Int. J. Neural Syst., 2020)

Neighbourhood-based undersampling approach for handling imbalanced and overlapped data. - Pattaramon Vuttipittayamongkol; Eyad Elyan (Inf. Sci., 2020)

Towards Machine Learning-Driven Practices for Oil and Gas Decommissioning - Introduction of a New Offshore Pipeline Dataset. - Pattaramon Vuttipittayamongkol; Aaron Tung; Eyad Elyan (ICCCM, 2021)

A Data-Driven Decision Support Tool for Offshore Oil and Gas Decommissioning. - Pattaramon Vuttipittayamongkol; Aaron Tung; Eyad Elyan (IEEE Access, 2021)

On the class overlap problem in imbalanced data classification. - Pattaramon Vuttipittayamongkol; Eyad Elyan; Andrei Petrovski 001 (Knowl. Based Syst., 2021)

Exploration of Risky Riding Behavior on Last Mile Food Delivery using Motorcycle Rider Behavior Questionnaire: Evidence From Chiang Rai. - Tosporn Arreeras; Krit Sittivangkul; Sunida Tiwong; Pattaramon Vuttipittayamongkol (IEEM, 2022)

Data-driven Industrial Machine Failure Detection in Imbalanced Environments. - Pattaramon Vuttipittayamongkol; Tosporn Arreeras (IEEM, 2022)

Antimicrobial Resistance and Machine Learning: Challenges and Opportunities. - Eyad Elyan; Amir Hussain 001; Aziz Sheikh; Abdelraouf A. Elmanama; Pattaramon Vuttipittayamongkol; Karolin Hijazi (IEEE Access, 2022)