Xiaomin Chang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 22

Top Topics

Energy Management

Gradient Boosting

Top Venues

Comput. Electron. Agric.

IEEE Trans. Sustain. Comput.

计算机科学

Publications

Xinwei Ji, Xiaomin Chang, Wei Li, Albert Y. Zomaya
Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment. AAAI (2024)
Yu Fan, Haorui Chen, Zhanyi Gao, Yumiao Fan, Xiaomin Chang, Mingming Yang, Benyan Fang
Water distribution and scheduling model of an irrigation canal system. Comput. Electron. Agric. 209 (2023)
Yu Fan, Haorui Chen, Zhanyi Gao, Xiaomin Chang
Canal water distribution optimization model based on water supply conditions. Comput. Electron. Agric. 205 (2023)
Xiaomin Chang, Wei Li, Yunchuan Shi, Albert Y. Zomaya
Taming the Domain Shift in Multi-source Learning for Energy Disaggregation. KDD (2023)
Xiaomin Chang, Wei Li, Albert Y. Zomaya
Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring. e-Energy (2022)
Xiaomin Chang, Wei Li, Chunqiu Xia, Qiang Yang, Jin Ma, Ting Yang, Albert Y. Zomaya
Transferable Tree-Based Ensemble Model for Non-Intrusive Load Monitoring. IEEE Trans. Sustain. Comput. 7 (4) (2022)
Chunqiu Xia, Wei Li, Xiaomin Chang, Tianming Zhao, Albert Y. Zomaya
Lightweight Online Scheduling for Home Energy Management Systems Under Uncertainty. IEEE Trans. Sustain. Comput. 7 (4) (2022)
Jiuling Li, Wei Li, Xiaomin Chang, Keshab Sharma, Zhiguo Yuan
Real-Time Predictive Control for Chemical Distribution in Sewer Networks Using Improved Elephant Herding Optimization. IEEE Trans. Ind. Informatics 18 (1) (2022)
Chunqiu Xia, Wei Li, Xiaomin Chang, Albert Y. Zomaya
Online Energy Management under Uncertainty for Net-Zero Energy Ecosystems. IoTDI (2021)
Yunchuan Shi, Wei Li, Xiaomin Chang, Albert Y. Zomaya
User privacy leakages from federated learning in NILM applications. BuildSys@SenSys (2021)
Yuchen Wang, Yinke Dou, Wangxiao Yang, Jingxue Guo, Xiaomin Chang, Minghu Ding, Xueyuan Tang
A New Machine Learning Algorithm for Numerical Prediction of Near-Earth Environment Sensors along the Inland of East Antarctica. Sensors 21 (3) (2021)
Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya
Short-Term Load Forecasting Based on the Transformer Model. Inf. 12 (12) (2021)
Xiaomin Chang, Wei Li, Albert Y. Zomaya
A Lightweight Short-Term Photovoltaic Power Prediction for Edge Computing. IEEE Trans. Green Commun. Netw. 4 (4) (2020)
Yuchen Wang, Jingxue Guo, Zhe Yang, Yinke Dou, Xiaomin Chang, Ruina Sun, Guangyu Zuo, Wangxiao Yang, Ce Liang, Yanzhao Hao, Jianlong Liu
Computer Prediction of Seawater Sensor Parameters in the Central Arctic Region Based on Hybrid Machine Learning Algorithms. IEEE Access 8 (2020)
Xiaomin Chang, Wei Li, Jin Ma, Ting Yang, Albert Y. Zomaya
Interpretable Machine Learning In Sustainable Edge Computing: A Case Study of Short-Term Photovoltaic Power Output Prediction. ICASSP (2020)
Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya
An Adaptive Multi-objective Salp Swarm Algorithm for Efficient Demand Side Management. MASS (2020)
Xiaomin Chang, Zhanyi Gao, Shaoli Wang, Haorui Chen
Modelling long-term soil salinity dynamics using SaltMod in Hetao Irrigation District, China. Comput. Electron. Agric. 156 (2019)
Wei Li, Xiaomin Chang, Junwei Cao, Ting Yang, Yaojie Sun, Albert Y. Zomaya
A Sustainable and User-Behavior-Aware Cyber-Physical System for Home Energy Management. ACM Trans. Cyber Phys. Syst. 3 (4) (2019)
Xiaomin Chang, Wei Li, Chunqiu Xia, Jin Ma, Junwei Cao, Samee U. Khan, Albert Y. Zomaya
From Insight to Impact: Building a Sustainable Edge Computing Platform for Smart Homes. ICPADS (2018)
Chunqiu Xia, Wei Li, Xiaomin Chang, Flávia Coimbra Delicato, Ting Yang, Albert Y. Zomaya
Edge-based Energy Management for Smart Homes. DASC/PiCom/DataCom/CyberSciTech (2018)
Guangyu Zuo, Yinke Dou, Xiaomin Chang, Yan Chen, Chunyan Ma
Design and Performance Analysis of a Multilayer Sea Ice Temperature Sensor Used in Polar Region. Sensors 18 (12) (2018)
Xiaomin Chang, Juanjuan Zhao, Lei Ge, Yan Qiang, Yaohua Shi
基于哈希编码的无线多媒体传感网络森林火灾图像识别算法 (Forest Fire Image Recognition Algorithm Based on Wireless Multimedia Sensor Network of Hash Coding). 计算机科学 43 (5) (2016)
Yongxing Liu, Juanjuan Zhao, Xiaomin Chang
基于数据融合的无线传感器网络林火监控算法 (Forest Fire Monitoring Algorithm Based on Wireless Sensor Network Data Fusion). 计算机科学 42 (11) (2015)
Yan Qiang, Xiaomin Chang, Juanjuan Zhao, Xiaolong Zhang, Xiaofei Yan
A New Energy Reduction Method Based on Fire Probability Threshold Switch for WSN. MSN (2014)
Xiaomin Chang, Yinke Dou
The Study on the Methods of Identifying Ice Thickness in the Capacitive Sensor Measuring System. WISM (3) (2011)
Yinke Dou, Jianmin Qin, Xiaomin Chang
The Study of a Capacitance Sensor and its System Used in Measuring Ice Thickness, Sedimentation and Water Level of a Reservoir. IFITA (3) (2009)