Muhammad Farooq Siddique

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advanced Fault Diagnosis in Rotary Machines Using Optimized Transfer Learning.
IEEE Access
Wasim Zaman, Muhammad Farooq Siddique, Shafi Ullah Khan, Jaeyoung Kim, Jong-Myon Kim
2025 J jnl
A Deep Learning Approach for Fault Diagnosis in Centrifugal Pumps through Wavelet Coherent Analysis and S-Transform Scalograms with CNN-KAN.
Comput. Mater. Continua
Muhammad Farooq Siddique, Saif Ullah, Jong-Myon Kim
2025 J jnl
Advanced Fault Diagnosis in Milling Machines Using Acoustic Emission and Transfer Learning.
IEEE Access
Muhammad Umar, Zahoor Ahmad, Saif Ullah, Faisal Saleem, Muhammad Farooq Siddique, Jong-Myon Kim
2024 J jnl
Pipeline Leak Detection: A Comprehensive Deep Learning Model Using CWT Image Analysis and an Optimized DBN-GA-LSSVM Framework.
Sensors
Muhammad Farooq Siddique, Zahoor Ahmad, Niamat Ullah, Saif Ullah, Jong-Myon Kim
2024 — conf
Pipeline Leak Detection: Leveraging Acoustic Emission Signal Processing and Machine Learning.
IHCI (1)
Muhammad Farooq Siddique, Wasim Zaman, Niamat Ullah, Saif Ullah, Jong-Myon Kim
2023 — conf
A Framework for Centrifugal Pump Diagnosis Using Health Sensitivity Ratio Based Feature Selection and KNN.
ACPR (2)
Zahoor Ahmad, Niamat Ullah, Wasim Zaman, Muhammad Farooq Siddique, Jaeyoung Kim, Jong-Myon Kim
2023 — conf
A Hybrid Classification Framework of Centrifugal Pumps Using Wavelet Coherence Visuals and Principal Component Analysis.
HPCC/DSS/SmartCity/DependSys
Niamat Ullah, Muhammad Farooq Siddique, Jong-Myon Kim
2023 J jnl
A Hybrid Deep Learning Approach: Integrating Short-Time Fourier Transform and Continuous Wavelet Transform for Improved Pipeline Leak Detection.
Sensors
Muhammad Farooq Siddique, Zahoor Ahmad, Niamat Ullah, Jongmyon Kim
2023 J jnl
An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning.
Sensors
Niamat Ullah, Zahoor Ahmad, Muhammad Farooq Siddique, Kichang Im, Dongkoo Shon, Tae Hyun Yoon, Dae-Seung Yoo, Jong-Myon Kim
2023 J jnl
Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN.
Sensors
Wasim Zaman, Zahoor Ahmad, Muhammad Farooq Siddique, Niamat Ullah, Jong-Myon Kim
2023 — conf
Centrifugal Pump Health Condition Identification Based on Novel Multi-filter Processed Scalograms and CNN.
IHCI (2)
Zahoor Ahmad, Muhammad Farooq Siddique, Niamat Ullah, Jaeyoung Kim, Jong-Myon Kim
2023 — conf
Comprehensive Pipeline Leak Detection Using Induced-Leak Enhanced Scalogram Analysis and Deep Learning.
HPCC/DSS/SmartCity/DependSys
Muhammad Farooq Siddique, Niamat Ullah, Jong-Myon Kim