Guangyan Huang

Guangyan Huang

Deakin University

H-index: 26

Oceania-Australia

About Guangyan Huang

Guangyan Huang, With an exceptional h-index of 26 and a recent h-index of 20 (since 2020), a distinguished researcher at Deakin University, specializes in the field of stream data mining, intelligent sensing, video understanding, short text analytics, AI for robotics.

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

SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets

Dissolved oxygen prediction using regularized extreme learning machine with clustering mechanism in a black bass aquaculture pond

Emerging Scientific Topic Discovery by Analyzing Reliable Patterns of Infrequent Synonymous Biterms

Entity alignment via graph neural networks: a component-level study

GraphTS: Graph-Represented Time Series for Subsequence Anomaly Detection

A Part-based Deep Learning Network for identifying individual crabs using abdomen images

DYS-SLAM: A real-time RGBD SLAM combined with optical flow and semantic information in a dynamic environment

SGAT: Snapshot-Guided Adversarial Training of Neural Networks

Guangyan Huang Information

University

Position

___

Citations(all)

2006

Citations(since 2020)

1306

Cited By

1158

hIndex(all)

26

hIndex(since 2020)

20

i10Index(all)

46

i10Index(since 2020)

36

Email

University Profile Page

Google Scholar

Guangyan Huang Skills & Research Interests

stream data mining

intelligent sensing

video understanding

short text analytics

AI for robotics

Top articles of Guangyan Huang

SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets

Expert Systems with Applications

2024/4/15

Dissolved oxygen prediction using regularized extreme learning machine with clustering mechanism in a black bass aquaculture pond

Aquacultural Engineering

2024/2/5

Emerging Scientific Topic Discovery by Analyzing Reliable Patterns of Infrequent Synonymous Biterms

IEEE Transactions on Emerging Topics in Computational Intelligence

2023/4/25

Entity alignment via graph neural networks: a component-level study

World Wide Web

2023/11/29

Ji Zhang
Ji Zhang

H-Index: 12

Guangyan Huang
Guangyan Huang

H-Index: 18

Jing He
Jing He

H-Index: 4

GraphTS: Graph-Represented Time Series for Subsequence Anomaly Detection

PLOS ONE

2023/8

A Part-based Deep Learning Network for identifying individual crabs using abdomen images

Frontiers in Marine Science

2023/2/7

DYS-SLAM: A real-time RGBD SLAM combined with optical flow and semantic information in a dynamic environment

Journal of Intelligent and Fuzzy Systems

2023

SGAT: Snapshot-Guided Adversarial Training of Neural Networks

Neurocomputing

2023/8/28

Wen Xu
Wen Xu

H-Index: 8

Jing He
Jing He

H-Index: 4

Guangyan Huang
Guangyan Huang

H-Index: 18

A point and density map hybrid network for crowd counting and localization based on unmanned aerial vehicles

Connection Science

2022/12/31

Lei Zhao
Lei Zhao

H-Index: 9

Guangyan Huang
Guangyan Huang

H-Index: 18

Bi-dimensional Principal Gene Feature Selection from Big Gene Expression Data

Plos One

2022/11

Guangyan Huang
Guangyan Huang

H-Index: 18

Emerging Scientific Topic Discovery by Finding Infrequent Synonymous Biterms

2022/5/10

A multiple feature fusion framework for video emotion recognition in the wild

Concurrency and Computation: Practice and Experience

2022/4/10

ETBTRank: Ranking Biterms in Paper Titles for Emerging Topic Discovery

2022/2/2

PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation on Small Corpora

2022/12

Repeatable Pattern Mining for Accurate Subtraction of Backgrounds with Waving Objects in Underwater Videos

2022

Closing the Dynamics Gap via Adversarial and Reinforcement Learning for High-Speed Racing

2022

Absorbing Diagonal Algorithm: An Eigensolver of On2. 584963log1ɛ Complexity at Accuracy

IEEE Transactions on Knowledge & Data Engineering

2021/5/1

A Hypergrid Based Adaptive Learning Method for Detecting Data Faults in Wireless Sensor Networks

Information Sciences

2021/4

Guanghui Li
Guanghui Li

H-Index: 17

Guangyan Huang
Guangyan Huang

H-Index: 18

Efficient Time Series Clustering by Minimizing Dynamic Time Warping Utilization

IEEE Access

2021/3/22

Dynamic Spatial-Correlation-Aware Topology Control of Wireless Sensor Networks Using Game Theory

IEEE Sensors Journal

2021/3/1

Guanghui Li
Guanghui Li

H-Index: 17

Guangyan Huang
Guangyan Huang

H-Index: 18

See List of Professors in Guangyan Huang University(Deakin University)