Heng-Da Cheng - Publications, H-index & Citations

Heng-Da Cheng

Utah System of Higher Education

42H指数

199论文数

9.7K被引数

收录论文 39

发表时间

Refrigerant charge fault diagnosis in VRF systems using Kolmogorov-Arnold networks and their convolutional variants: A comparative analysis with traditional models 变制冷剂流量（VRF）系统中基于 Kolmogorov-Arnold 网络及其卷积变体的制冷剂充注故障诊断：与传统模型的比较分析

ENERGY AND BUILDINGS

IF7.1

2025-06-01

PREAI

Zhang, Xue; Cheng, Yunxi; Chen, Huanxin; Cheng, Henda; Gao, Yi

Abnormal energy consumption detection using ensemble model for water chilling unit on HVAC system

ENERGY AND BUILDINGS

IF7.1

2023-10-01

PREAI

Cheng, Hengda; Liu, Zheng; Chen, Luyao; Chen, Huanxin

Interpretation of convolutional neural network-based building HVAC fault diagnosis model using improved layer-wise relevance propagation

ENERGY AND BUILDINGS

IF7.1

2023-05-01

PREAI

Li, Guannan; Wang, Luhan; Shen, Limei; Chen, Liang; Cheng, Hengda; Xu, Chengliang; Li, Fan

Ensemble learning-based approach for residential building heating energy prediction and optimization 基于集成学习的住宅建筑采暖能耗预测与优化方法

JOURNAL OF BUILDING ENGINEERING

IF7.4

2023-05-01

OAAI

Zhang, Jianxin; Huang, Yao; Cheng, Hengda; Chen, Huanxin; Xing, Lu; He, Yuxuan

Refrigerant charge fault diagnosis strategy for VRF systems based on stacking ensemble learning

BUILDING AND ENVIRONMENT

IF7.6

2023-04-01

PREAI

Zhang, Li; Cheng, Yahao; Zhang, Jianxin; Chen, Huanxin; Cheng, Hengda; Gou, Wei

Integrated generative networks embedded with ensemble classifiers for fault detection and diagnosis under small and imbalanced data of building air condition system

ENERGY AND BUILDINGS

IF7.1

2022-08-01

OAAI

Zhang, Jianxin; Li, Zhengfei; Chen, Huanxin; Cheng, Hengda; Xing, Lu; Wang, Yuzhou; Zhang, Li

Multi-slice low-rank tensor decomposition based multi-atlas segmentation: Application to automatic pathological liver CT segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2021-10-01

OAAI

Shi, Changfa; Xian, Min; Zhou, Xiancheng; Wang, Haotian; Cheng, Heng-Da

CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2021-02-01

119

OAAI

Zhang, Kaige; Zhang, Yingtao; Cheng, Heng-Da

Ensemble 1-D CNN diagnosis model for VRF system refrigerant charge faults under heating condition

ENERGY AND BUILDINGS

IF7.1

2020-10-01

PREAI

Cheng Hengda; Chen Huanxin; Li Zhengfei; Cheng Xiangdong

SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling

APPLIED INTELLIGENCE

IF3.5

2020-09-25

PREAI

Guan, Hongjiao; Zhang, Yingtao; Xian, Min; Cheng, H. D.; Tang, Xianglong

Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains

PATTERN RECOGNITION

IF7.6

2015-02-01

117

PREAI

Xian, Min; Zhang, Yingtao; Cheng, H. D.

A novel segmentation method for breast ultrasound images based on neutrosophic l-means clustering

MEDICAL PHYSICS

IF3.2

2012-08-29

PREAI

Shan, Juan; Cheng, H. D.; Wang, Yuxuan

Computer Aided Diagnosis System for Breast Cancer Based on Color Doppler Flow Imaging

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2012-07-13

PREAI

Liu, Yan; Cheng, H. D.; Huang, J. H.; Zhang, Y. T.; Tang, X. L.; Tian, J. W.; Wang, Y.

An effective and objective criterion for evaluating the performance of denoising filters

PATTERN RECOGNITION

IF7.6

2012-07-01

PREAI

Zhang, Yingtao; Cheng, H. D.; Huang, Jianhua; Tang, Xianglong

An improved quantitative measurement for thyroid cancer detection based on elastography

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2012-04-01

PREAI

Ding, Jianrui; Cheng, H. D.; Huang, Jianhua; Zhang, Yingtao; Liu, Jiafeng

Fractional subpixel diffusion and fuzzy logic approach for ultrasound speckle reduction

PATTERN RECOGNITION

IF7.6

2010-08-01

PREAI

Zhang, Yingtao; Cheng, H. D.; Tian, Jiawei; Huang, Jianhua; Tang, Xianglong

Speckle reduction approach for breast ultrasound image and its application to breast cancer diagnosis

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2010-07-01

PREAI

Su, Yanxin; Wang, Hong; Wang, Ying; Guo, Yanhui; Cheng, Hengda; Zhang, Yingtao; Tian, Jiawei

Probability density difference-based active contour for ultrasound image segmentation

PATTERN RECOGNITION

IF7.6

2010-06-01

139

PREAI

Liu, Bo; Cheng, H. D.; Huang, Jianhua; Tian, Jiawei; Tang, Xianglong; Liu, Jiafeng

A neutrosophic approach to image segmentation based on watershed method

SIGNAL PROCESSING

IF3.6

2010-05-01

133

PREAI

Zhang, Ming; Zhang, Ling; Cheng, H. D.

Automatic wavelet base selection and its application to contrast enhancement

SIGNAL PROCESSING

IF3.6

2010-04-01

PREAI

Cheng, H. D.; Min, Rui; Zhang, Ming

研究方向