Cheng Siong Chin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 42

Top Topics

Transfer Learning

Ensemble Classifier

Event Detection

Top Venues

Publications

Pattan Muthukumar, Mohan Venkateshkumar, Cheng Siong Chin
A Comparative Study of Cutting-Edge Bi-Directional Power Converters and Intelligent Control Methodologies for Advanced Electric Mobility. IEEE Access 12 (2024)
Amos Yu Xuan Tham, Cheng Siong Chin
YOLOv5 and Residual Network for Intelligent Text Recognition on Degraded Serial Number Plates. EANN (2024)
Jeff Adie, Cheng Siong Chin, Jichun Li, Simon See
GAIA-Chem: A Framework for Global AI-Accelerated Atmospheric Chemistry Modelling. PASC (2024)
Kai Yuan Chia, Cheng Siong Chin, Simon See
Deep Transfer Learning Application for Intelligent Marine Debris Detection. EANN (2023)
Teck Kai Chan, Cheng Siong Chin
Lightweight Convolutional-iConformer for Sound Event Detection. IEEE Trans. Artif. Intell. 4 (4) (2023)
Srinivasan Palanisamy, Muthuramalingam Thangaraj, Khaja Moiduddin, Hisham Alkhalefah, Panagiotis Karmiris-Obratanski, Cheng Siong Chin
Design, Fabrication, and Optimization of a Printed Ag Nanoparticle-Based Flexible Capacitive Sensor for Automotive IVI Bezel Display Applications. Sensors 23 (9) (2023)
Alagappa Pragash Natarajan, Cheng Siong Chin, Simon See
Fault Sound Detection of Marine Pump Under Uncertainties Using Convolutional Neural Network. DSIT (2023)
Cheng Siong Chin, Simon See
Max Fusing Gated Recurrent Units and Ensemble Classifier for Intelligent Acoustic Classification. ICIS (2022)
Xing Yong Kek, Cheng Siong Chin, Ye Li
An Intelligent Low-Complexity Computing Interleaving Wavelet Scattering Based Mobile Shuffling Network for Acoustic Scene Classification. IEEE Access 10 (2022)
Xing Yong Kek, Cheng Siong Chin, Ye Li
Multi-Timescale Wavelet Scattering With Genetic Algorithm Feature Selection for Acoustic Scene Classification. IEEE Access 10 (2022)
Cheng Siong Chin, Aloysius Bo Hui Neo, Simon See
Visual Marine Debris Detection using Yolov5s for Autonomous Underwater Vehicle. ICIS (2022)
Martin Ying Song Lim, Anurag Sharma, Cheng Siong Chin, Chun Ming Tommy Yip, Jonathan Yoong Seang Ong
Prediction of Wafer Map Categories Using Wafer Acceptance Test Parameters in Semiconductor Manufacturing. AIAI (2) (2022)
Boon Siong Wee, Cheng Siong Chin, Anurag Sharma
Artificial Intelligence of Things Enabled Fungiculture in Shipping Container. SNPD (2022)
Teck Kai Chan, Cheng Siong Chin
Multi-Branch Convolutional Macaron net for Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xing Yong Kek, Cheng Siong Chin, Ye Li
An Investigation on Multiscale Normalised Deep Scattering Spectrum with Deep Residual Network for Acoustic Scene Classification. SNPD (2021)
Teck Kai Chan, Cheng Siong Chin, Ye Li
Semi-Supervised NMF-CNN for Sound Event Detection. IEEE Access 9 (2021)
Cheng Siong Chin, Cai Zhi Zhang, Kin Kiat Sin
Game Architecture based Obstacle Avoidance Control of Electric Surface Vessel. ICVARS (2021)
Teck Kai Chan, Cheng Siong Chin, Ye Li, E. Shafiee, Lina Sela
A better estimation of wave arrival time in water distribution networks using WAvelet kNEe (WANE). Adv. Eng. Informatics 48 (2021)
Cheng Siong Chin, Jianhua Zhang
Late Fusion of Convolutional Neural Network with Wavelet-Based Ensemble Classifier for Acoustic Scene Classification. IntelliSys (1) (2021)
Yang Li, Jianhua Zhang, Xiaoyun Ye, Cheng Siong Chin
Adaptive Fixed-Time Control of Strict-Feedback High-Order Nonlinear Systems. Entropy 23 (8) (2021)
Cheng Siong Chin, Ronghui Zhang
Noise modeling of offshore platform using progressive normalized distance from worst-case error for optimal neuron numbers in deep belief network. Soft Comput. 25 (1) (2021)
Yang Li, Jianhua Zhang, Xinli Xu, Cheng Siong Chin
Adaptive Fixed-Time Neural Network Tracking Control of Nonlinear Interconnected Systems. Entropy 23 (9) (2021)
Cheng Siong Chin, Jianhua Zhang
Wavelet Scattering Transform for Multiclass Support Vector Machines in Audio Devices Classification System. AIM (2021)
Teck Kai Chan, Cheng Siong Chin
Detecting Sound Events Using Convolutional Macaron Net With Pseudo Strong Labels. MMSP (2021)
Cheng Siong Chin, Jianfang Xiao
Max-Fusion of Random Ensemble Subspace Discriminant with Aggregation of MFCCs and High Scalogram Coefficients for Acoustics Classification. ICIS (2021)
Teck Kai Chan, Cheng Siong Chin, Ye Li
Semi-Supervised NMF-CNN For Sound Event Detection. CoRR (2020)
Funing Yang, Guoliang Liu, Liping Huang, Cheng Siong Chin
Tensor Decomposition for Spatial - Temporal Traffic Flow Prediction with Sparse Data. Sensors 20 (21) (2020)
Teck Kai Chan, Cheng Siong Chin, Hao Chen, Xionghu Zhong
A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Teck Kai Chan, Cheng Siong Chin
A Comprehensive Review of Polyphonic Sound Event Detection. IEEE Access 8 (2020)
Teck Kai Chan, Cheng Siong Chin
Detecting Acoustic Events Using Convolutional Macaron Net. CoRR (2020)
Teck Kai Chan, Cheng Siong Chin, Ye Li
Non-Negative Matrix Factorization-Convolutional Neural Network (NMF-CNN) For Sound Event Detection. CoRR (2020)
Xing Yong Kek, Cheng Siong Chin, Ye Li
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network. CoRR (2020)
Teck Kai Chan, Cheng Siong Chin
Health stages diagnostics of underwater thruster using sound features with imbalanced dataset. Neural Comput. Appl. 31 (10) (2019)
Teck Kai Chan, Cheng Siong Chin, Ye Li
Non-Negative Matrix Factorization-Convolutional Neural Network (NMF-CNN) for Sound Event Detection. DCASE (2019)
Xing Yong Kek, Cheng Siong Chin, Ye Li
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network. SSCI (2019)
Cheng Siong Chin, Xi Ji, Wai Lok Woo, Kwee Tiaw Joo, Wenxian Yang
Modified multiple generalized regression neural network models using fuzzy C-means with principal component analysis for noise prediction of offshore platform. Neural Comput. Appl. 31 (4) (2019)
M. Venkateshkumar, Cheng Siong Chin
Fuzzy-Logic Controller Based Multi-Port DC-DC Converter for Photo-Voltaic Power System. FSDM (2018)
Wai Lok Woo, Bin Gao, Ahmed Bouridane, Bingo Wing-Kuen Ling, Cheng Siong Chin
Unsupervised Learning for Monaural Source Separation Using Maximization-Minimization Algorithm with Time-Frequency Deconvolution. Sensors 18 (5) (2018)
Teck Kai Chan, Cheng Siong Chin, Xionghu Zhong
Review of Current Technologies and Proposed Intelligent Methodologies for Water Distributed Network Leakage Detection. IEEE Access 6 (2018)
Cheng Siong Chin, Xi Ji
Adaptive online sequential extreme learning machine for frequency-dependent noise data on offshore oil rig. Eng. Appl. Artif. Intell. 74 (2018)
Teck Kai Chan, Cheng Siong Chin
Proposed framework for multi-level extreme machine learning for underwater thruster's fault classification using YIN fundamental frequency estimator and pitch sound. ICARM (2017)
Cheng Siong Chin, JianTing Si, Anthony S. Clare, Maode Ma
Intelligent Image Recognition System for Marine Fouling Using Softmax Transfer Learning and Deep Convolutional Neural Networks. Complex. 2017 (2017)
Qi Wang, Wai Lok Woo, Satnam Singh Dlay, Cheng Siong Chin, Bin Gao
Informed Single Channel Speech Separation with time-frequency exemplar GMM-HMM model. DSP (2015)
Zuchang Gao, Junbo Jia, Jinlong Xie, Wei Da Toh, Pengfeng Lin, Hang Lyu, Deddy Julyanto, Cheng Siong Chin, Wai Lok Woo
Modelling and simulation of a 12-cell battery power system with fault control for underwater robot. RAM/CIS (2015)
Pradeepkumar Krishnamoorthy, Cheng Siong Chin, Zuchang Gao, Weipeng Lin
A multi-hop microprocessor based prototype system for remote vibration and image monitoring of underwater offshore platform. RAM/CIS (2015)
Weipeng Lin, Cheng Siong Chin, Leonard Chin Wai Looi, Jun Jie Lim, Elvin Min Ee Teh
Robust Design of Docking Hoop for Recovery of Autonomous Underwater Vehicle with Experimental Results. Robotics 4 (4) (2015)
Cheng Siong Chin
Systematic Modeling and Model-based simulation of a remotely operated Vehicle using MATLAB and Simulink. Int. J. Model. Simul. Sci. Comput. 2 (4) (2011)
Y. H. Eng, Micheal Wai Shing Lau, Eicher Low, Gerald Seet, Cheng Siong Chin
Estimation of the Hydrodynamics Coefficients of an ROV using Free Decay Pendulum Motion. Eng. Lett. 16 (3) (2008)