Concepedia

Amardeep Singh

AS

Statistics

Publications

28

Citations

1.9K

H-Index

20

Active since

2005

Affiliations

Massey University(Current)

Medical University of Vienna

Central Queensland University

University of Connecticut

Punjabi University

Amardeep Singh is an author at Massey University specializing in engineering, pattern recognition, and computer science.

Top concepts

EngineeringPattern RecognitionComputer ScienceMachine LearningData ScienceMedical ImagingBiomedical ImagingBiomedical EngineeringDeep LearningImaging

Publications per year

2005–2023

28

Publications

28

IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Yuhua Yin, Julian Jang‐Jaccard, Wen Xu et al. · Journal Of Big Data · 2023 · 278 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset

Wen Xu, Julian Jang‐Jaccard, Amardeep Singh et al. · IEEE Access · 2021 · 220 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +15

AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification

Yuanyuan Wei, Julian Jang‐Jaccard, Fariza Sabrina et al. · IEEE Access · 2021 · 169 citations · Full text

Ddos Detection, Engineering, Machine Learning +11

Lateral shearing digital holographic imaging of small biological specimens

Amardeep Singh, Rainer A. Leitgeb, Bahram Javidi · Optics Express · 2012 · 163 citations · Full text

Holography, Engineering, Microscopy +19

The Matrix Pencil for Power System Modal Extraction

Mariesa L. Crow, Amardeep Singh · IEEE Transactions on Power Systems · 2005 · 155 citations

Modal Analysis, Numerical Analysis, Spectral Theory +13

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