Shing Chiang Tan

Shing Chiang Tan

Multimedia University

H-index: 20

Asia-Malaysia

About Shing Chiang Tan

Shing Chiang Tan, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Multimedia University, specializes in the field of Computational Intelligence, pattern classification.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach

Adaptive Gaussian Wiener Filter for CT-Scan Images with Gaussian Noise Variance

Optimization of MLVA loci combination using metaheuristic methods

An ensemble-based parallel deep learning classifier with PSO-BP optimization for malware detection

An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection

SEM Image Deep Learning Noise Level Classification

A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data

A parallel ensemble learning model for fault detection and diagnosis of industrial machinery

Shing Chiang Tan Information

University

Position

___

Citations(all)

1320

Citations(since 2020)

828

Cited By

759

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

40

i10Index(since 2020)

28

Email

University Profile Page

Multimedia University

Google Scholar

View Google Scholar Profile

Shing Chiang Tan Skills & Research Interests

Computational Intelligence

pattern classification

Top articles of Shing Chiang Tan

Title

Journal

Author(s)

Publication Date

A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach

IEEE access

Mohammed Nassera Al-Andoli

S.C Tan

K.S Sim

P.Y Goh

C.P. Lim

2024

Adaptive Gaussian Wiener Filter for CT-Scan Images with Gaussian Noise Variance

Journal of Informatics and Web Engineering

KL Lew

CY Kew

KS Sim

SC Tan

2024

Optimization of MLVA loci combination using metaheuristic methods

Journal of Intelligent & Fuzzy Systems

Grace Yee Lin Ng

Kim Loon Ang

Shing Chiang Tan

Chia Sui Ong

Yun Fong Ngeow

2023/1/1

An ensemble-based parallel deep learning classifier with PSO-BP optimization for malware detection

IEEE access

Mohammed Nassera Al-Andoli

Kok Swee Sim

Shing Chiang Tan

Pey Yun Goh

Chee Peng Lim

2023

An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection

Journal of Intelligent & Fuzzy Systems

Mohammed Nassera Al-Andoli

Shing Chiang Tan

Kok Swee Sim

Pey Yun Goh

Chee Peng Lim

2023/4/10

SEM Image Deep Learning Noise Level Classification

Kai Liang Lew

Kok Swee Sim

Shing Chiang Tan

2023

A Multiclass Method for Selecting Differentially-Expressed and Cell-Type-Discriminative Genes from scRNA-Seq Data

Grace Yee Lin Ng

Chia Sui Ong

Shing Chiang Tan

2023/12/11

A parallel ensemble learning model for fault detection and diagnosis of industrial machinery

IEEE access

Mohammed Nasser Al-Andoli

SC Tan

K.S Sim

Manjeevan Seera

C.P Lim

2023

On the use of QDE-SVM for gene feature selection and cell type classification from scRNA-seq data

Plos one

Grace Yee Lin Ng

Shing Chiang Tan

Chia Sui Ong

2023/10/19

Application of Over-Sampling Techniques and Fuzzy ARTMAP to Condition Monitoring of a Power Generation System

Timothy Zhi Wei Chang

Shing Chiang Tan

Kok Swee Sim

Chee Peng Lim

Pey Yun Goh

2023/3/6

Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century

Junzo Watada

Shing Chang Tan

P-C Lin

2023/9/11

Visual Analysis on Adversarial Images

Jun Wei Tan

Pey Yun Goh

Shing Chiang Tan

Lee Ying Chong

2023/2/23

A Coevolutioanary Neural Network for Detecting Chemical Gas Sensor Drift

Unconventional Methods for Geoscience, Shale Gas and Petroleum in the 21st Century

J Watada

2023/9/11

Design And Analysis of Searchable Encryption

Koon Ming Chan

Swee Huay Heng

Shing Chiang Tan

2022

Masked Face Recognition Attendance System Using A Modified Convolutional Neural Network

International Journal on Robotics, Automation and Sciences

Jun Jie How

Shing Chiang Tan

Kim Soon Liew

2022/7/8

Rough-based Data Sanitization Model for Defending Adversarial Attack in Machine Learning

Jun Wei Tan

Pey Yun Goh

Shing Chiang Tan

2022

Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks

Information Sciences

Mohammed Nasser Al-Andoli

Shing Chiang Tan

Wooi Ping Cheah

2022/7/1

Deep Neural Network with Incremental Learning for Imbalanced Data Classification

Chuin Ming Liaw

Shing Chiang Tan

Pey Yun Goh

2022

Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification

Applied Soft Computing

Mohammed Nasser Al-Andoli

Shing Chiang Tan

Kok Swee Sim

Chee Peng Lim

Pey Yun Goh

2022/12/1

Adversarial Networks in Data Classification

Timothy Zhi Wei Chang

Kok Swee Sim

Shing Chiang Tan

2022

See List of Professors in Shing Chiang Tan University(Multimedia University)