Zhen He

Zhen He

La Trobe University

H-index: 20

Oceania-Australia

About Zhen He

Zhen He, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at La Trobe University, specializes in the field of Big Data, Machine Learning, Database Systems.

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

High-throughput plot-level quantitative phenotyping using convolutional neural networks on very high-resolution satellite images

Group Activity Recognition using Unreliable Tracked Pose

Development of the lyrics-based deep learning algorithm for identifying alcohol-related words (LYDIA)

Correction: Wheat physiology predictor: predicting physiological traits in wheat from hyperspectral reflectance measurements using deep learning

The prevalence of alcohol references in music and their effect on people's drinking behavior: A systematic review and meta‐analysis

How to apply zero‐shot learning to text data in substance use research: An overview and tutorial with media data

The promise of zero-shot learning for alcohol image detection: comparison with a task-specific deep learning algorithm

Audio-based deep learning algorithm to identify alcohol inebriation (ADLAIA)

Zhen He Information

University

Position

Associate Professor

Citations(all)

1808

Citations(since 2020)

1218

Cited By

999

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

37

i10Index(since 2020)

21

Email

University Profile Page

La Trobe University

Google Scholar

View Google Scholar Profile

Zhen He Skills & Research Interests

Big Data

Machine Learning

Database Systems

Top articles of Zhen He

Title

Journal

Author(s)

Publication Date

High-throughput plot-level quantitative phenotyping using convolutional neural networks on very high-resolution satellite images

Remote Sensing

Brandon Victor

Aiden Nibali

Saul Justin Newman

Tristan Coram

Francisco Pinto

...

2024/1/10

Group Activity Recognition using Unreliable Tracked Pose

arXiv preprint arXiv:2401.03262

Haritha Thilakarathne

Aiden Nibali

Zhen He

Stuart Morgan

2024/1/6

Development of the lyrics-based deep learning algorithm for identifying alcohol-related words (LYDIA)

Alcohol and Alcoholism

Abraham Albert Bonela

Zhen He

Dan-Anderson Luxford

Benjamin Riordan

Emmanuel Kuntsche

2024/3

Correction: Wheat physiology predictor: predicting physiological traits in wheat from hyperspectral reflectance measurements using deep learning

Plant Methods

Robert T Furbank

Viridiana Silva-Perez

John R Evans

Anthony G Condon

Gonzalo M Estavillo

...

2024/2/24

The prevalence of alcohol references in music and their effect on people's drinking behavior: A systematic review and meta‐analysis

Gedefaw Diress Alen

Dan Anderson‐Luxford

Emmanuel Kuntsche

Zhen He

Benjamin Riordan

2024/2/17

How to apply zero‐shot learning to text data in substance use research: An overview and tutorial with media data

Benjamin Riordan

Abraham Albert Bonela

Zhen He

Aiden Nibali

Dan Anderson‐Luxford

...

2024/1/11

The promise of zero-shot learning for alcohol image detection: comparison with a task-specific deep learning algorithm

Scientific Reports

Abraham Albert Bonela

Aiden Nibali

Zhen He

Benjamin Riordan

Dan Anderson-Luxford

...

2023/7/23

Audio-based deep learning algorithm to identify alcohol inebriation (ADLAIA)

Alcohol

Abraham Albert Bonela

Zhen He

Aiden Nibali

Thomas Norman

Peter G Miller

...

2023/6/1

Class activation attention transfer neural networks for MCI conversion prediction

Computers in Biology and Medicine

Min Luo

Zhen He

Hui Cui

Yi-Ping Phoebe Chen

Phillip Ward

...

2023/4/1

Dense Prediction of Cell Centroids Using Tissue Context and Cell Refinement

Joshua Millward

Zhen He

Aiden Nibali

2023/10/8

Classifying Whole Slide Images: What Matters?

arXiv preprint arXiv:2310.03279

Long Nguyen

Aiden Nibali

Joshua Millward

Zhen He

2023/10/5

Zero-shot learning has the potential to revolutionise research on exposure to alcohol and other drugs in digital media

International journal on drug policy

Emmanuel Kuntsche

Zhen He

Abraham Albert Bonela

Benjamin Riordan

2023

A comprehensive solution to retrieval-based chatbot construction

Computer Speech & Language

Kristen Moore

Shenjun Zhong

Zhen He

Torsten Rudolf

Nils Fisher

...

2023/10/1

Pose is all you need: The pose only group activity recognition system (pogars)

Machine Vision and Applications

Haritha Thilakarathne

Aiden Nibali

Zhen He

Stuart Morgan

2022/11

Development and validation of the Alcoholic Beverage Identification Deep Learning Algorithm Version 2 (ABIDLA2) for quantifying alcohol exposure in electronic images

Alcoholism: Clinical and Experimental Research

Abraham Albert Bonela

Zhen He

Thomas Norman

Emmanuel Kuntsche

2022/10

A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture

Brandon Victor

Zhen He

Aiden Nibali

2022/10/3

Connected and consuming: Applying a deep learning algorithm to quantify alcoholic beverage prevalence in user-generated instagram images

Drugs: Education, Prevention and Policy

Thomas Norman

Abraham Albert Bonela

Zhen He

Daniel Angus

Nicholas Carah

...

2022/9/3

Semi-supervised learning for medical image classification using imbalanced training data

Tri Huynh

Aiden Nibali

Zhen He

2022/4/1

Selection of object detections using overlap map predictions

Neural Computing and Applications

Md Sohel Rana

Aiden Nibali

Zhen He

2022/11

Wheat physiology predictor: predicting physiological traits in wheat from hyperspectral reflectance measurements using deep learning

Plant Methods

Robert T. Furbank

Viridiana Silva-Perez

John R. Evans

Anthony G Condon

Gonzalo M. Estavillo

...

2021/10/19

See List of Professors in Zhen He University(La Trobe University)

Co-Authors

H-index: 55
Yi-Ping Phoebe Chen

Yi-Ping Phoebe Chen

La Trobe University

H-index: 47
X. Sean Wang

X. Sean Wang

Fudan University

H-index: 33
Steve Blackburn

Steve Blackburn

Australian National University

H-index: 25
Jérôme Darmont

Jérôme Darmont

Université Lumière Lyon 2

H-index: 22
Byung Suk Lee

Byung Suk Lee

University of Vermont

H-index: 16
Robert R Snapp

Robert R Snapp

University of Vermont

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