Yan Ke

About Yan Ke

Yan Ke, With an exceptional h-index of 35 and a recent h-index of 35 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Applied Energy, Smart Building, Applied Mathematics, Computational Biology.

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

An Interpretable Feature Selection Method Integrating Ensemble Models for Chiller Fault Diagnosis

Chiller Fault Diagnosis Based on Improved Variational Autoencoder and Co-Training Framework: A Case Study of Insufficient Samples

Dynamics simulation-driven fault diagnosis of rolling bearings using security transfer support matrix machine

AI in HVAC Fault Detection and Diagnosis: A Systematic Review

Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning

An Intelligent Fault Detection Method of Industrial Gearboxes With Robustness One-Class Support Matrix Machine Toward Multisource Nonideal Data

Data-augmented deep learning models for abnormal road manhole cover detection

A novel feature selection strategy based on Salp swarm algorithm for plant disease detection

Yan Ke Information

University

Position

___

Citations(all)

4373

Citations(since 2020)

4100

Cited By

1256

hIndex(all)

35

hIndex(since 2020)

35

i10Index(all)

67

i10Index(since 2020)

65

Email

University Profile Page

Google Scholar

Yan Ke Skills & Research Interests

Applied Energy

Smart Building

Applied Mathematics

Computational Biology

Top articles of Yan Ke

Title

Journal

Author(s)

Publication Date

An Interpretable Feature Selection Method Integrating Ensemble Models for Chiller Fault Diagnosis

Journal of Building Engineering

Jian Bi

Hua Wang

Mei Hua

Ke Yan

2024/3/9

Chiller Fault Diagnosis Based on Improved Variational Autoencoder and Co-Training Framework: A Case Study of Insufficient Samples

Journal of Building Engineering

Cheng Lu

Xiang Ma

Ke Yan

2024/3

Dynamics simulation-driven fault diagnosis of rolling bearings using security transfer support matrix machine

Reliability Engineering & System Safety

Xin Li

Shuhua Li

Dong Wei

Lei Si

Kun Yu

...

2024/3/1

AI in HVAC Fault Detection and Diagnosis: A Systematic Review

Jian Bi

Hua Wang

Enbo Yan

Chuan Wang

Ke Yan

...

2024/2/9

Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning

Expert Systems with Applications

Ke Yan

Cheng Lu

Xiang Ma

Zhiwei Ji

Jing Huang

2024/4/15

An Intelligent Fault Detection Method of Industrial Gearboxes With Robustness One-Class Support Matrix Machine Toward Multisource Nonideal Data

IEEE/ASME Transactions on Mechatronics

Xin Li

Yong Li

Ke Yan

Lei Si

Haidong Shao

2023/6/7

Data-augmented deep learning models for abnormal road manhole cover detection

Sensors

Dongping Zhang

Xuecheng Yu

Li Yang

Daying Quan

Hongmei Mi

...

2023/3/1

A novel feature selection strategy based on Salp swarm algorithm for plant disease detection

Plant Phenomics

Xiaojun Xie

Fei Xia

Yufeng Wu

Shouyang Liu

Ke Yan

...

2023/5/11

Out-Of-Scope Intent Detection with Supervised Deep Metric Learning

INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

Youwen Zhang

Xudong Wang

Linlin Wang

Ke Yan

Huan Chen

2023/4/8

Probabilistic Forecasting of Residential Energy Consumption Based on SWT-QRTCN-ADSC-NLSTM Model

Information

Ning Jin

Linlin Song

Gabriel Jing Huang

Ke Yan

2023/4/4

A regional solar forecasting approach using generative adversarial networks with solar irradiance maps

Renewable Energy

Haoran Wen

Yang Du

Xiaoyang Chen

Eng Gee Lim

Huiqing Wen

...

2023/11/1

Federal learning edge network based sentiment analysis combating global COVID-19

Computer Communications

Wei Liang

Xiaohong Chena

Suzhen Huang

Guanghao Xiong

Ke Yan

...

2023/3/24

Medical tumor image classification based on Few-shot learning

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Wenyan Wang

Yongtao Li

Kun Lu

Jun Zhang

Peng Chen

...

2023/6/9

A solar irradiance forecasting framework based on the CEE-WGAN-LSTM model

Sensors

Qianqian Li

Dongping Zhang

Ke Yan

2023/3/3

Collaborative Deep Learning Framework on IoT Data with Bidirectional NLSTM Neural Networks for Energy Consumption Forecasting

Journal of Parallel and Distributed Computing

Ke Yan

Xiaokang Zhou

Jinjun Chen

2022/1/31

An Integrated Cooperative Control Strategy for EVs Accessed Community Uninterruptible Power System

IEEE Transactions on Intelligent Vehicles

Yuchen Dai

Liyan Zhang

Ke Yan

Qihong Chen

Zepeng Zhou

...

2022/3/29

Edge-enabled two-stage scheduling based on deep reinforcement learning for internet of everything

IEEE Internet of Things Journal

Xiaokang Zhou

Wei Liang

Ke Yan

Weimin Li

I Kevin

...

2022/5/30

A distributed learning based sentiment analysis methods with Web applications

World Wide Web

Guanghao Xiong

Ke Yan

Xiaokang Zhou

2022/9

Intelligent Fault Diagnosis of Bevel Gearboxes Using Semi-Supervised Probability Support Matrix Machine and Infrared Imaging

Reliability Engineering & System Safety

Xin Li

Yong Li

Ke Yan

Haidong Shao

Janet Jing Lin

2023/2/1

Enhancing interpretability of data-driven fault detection and diagnosis methodology with maintainability rules in smart building management

Journal of Sensors

Michael Yit Lin Chew

Ke Yan

2022/1/4

See List of Professors in Yan Ke University(National University of Singapore)

Co-Authors

academic-engine