A Framework for Centrifugal Pump Diagnosis Using Health Sensitivity Ratio Based Feature Selection and KNN. - Zahoor Ahmad; Niamat Ullah; Wasim Zaman; Muhammad Farooq Siddique; Jaeyoung Kim; Jong-Myon Kim (ACPR (2), 2023)

Comprehensive Pipeline Leak Detection Using Induced-Leak Enhanced Scalogram Analysis and Deep Learning. - Muhammad Farooq Siddique; Niamat Ullah; Jong-Myon Kim (HPCC/DSS/SmartCity/DependSys, 2023)

A Hybrid Classification Framework of Centrifugal Pumps Using Wavelet Coherence Visuals and Principal Component Analysis. - Niamat Ullah; Muhammad Farooq Siddique; Jong-Myon Kim (HPCC/DSS/SmartCity/DependSys, 2023)

Centrifugal Pump Health Condition Identification Based on Novel Multi-filter Processed Scalograms and CNN. - Zahoor Ahmad; Muhammad Farooq Siddique; Niamat Ullah; Jaeyoung Kim; Jong-Myon Kim (IHCI (2), 2023)

Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN. - Wasim Zaman; Zahoor Ahmad; Muhammad Farooq Siddique; Niamat Ullah; Jong-Myon Kim (Sensors, 2023)

A Hybrid Deep Learning Approach: Integrating Short-Time Fourier Transform and Continuous Wavelet Transform for Improved Pipeline Leak Detection. - Muhammad Farooq Siddique; Zahoor Ahmad; Niamat Ullah; Jongmyon Kim (Sensors, 2023)

An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning. - Niamat Ullah; Zahoor Ahmad; Muhammad Farooq Siddique; Kichang Im; Dongkoo Shon; Tae Hyun Yoon; Dae-Seung Yoo; Jong-Myon Kim (Sensors, 2023)

Pipeline Leak Detection: Leveraging Acoustic Emission Signal Processing and Machine Learning. - Muhammad Farooq Siddique; Wasim Zaman; Niamat Ullah; Saif Ullah; Jong-Myon Kim (IHCI (1), 2024)

Pipeline Leak Detection: A Comprehensive Deep Learning Model Using CWT Image Analysis and an Optimized DBN-GA-LSSVM Framework. - Muhammad Farooq Siddique; Zahoor Ahmad; Niamat Ullah; Saif Ullah; Jong-Myon Kim (Sensors, 2024)

Advanced Fault Diagnosis in Milling Machines Using Acoustic Emission and Transfer Learning. - Muhammad Umar; Zahoor Ahmad; Saif Ullah; Faisal Saleem; Muhammad Farooq Siddique; Jong-Myon Kim (IEEE Access, 2025)