Xiaomin Chang

According to our database, Xiaomin Chang authored at least 26 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment.

Xinwei Ji, Xiaomin Chang, Wei Li, Albert Y. Zomaya

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Water distribution and scheduling model of an irrigation canal system.

Yu Fan, Haorui Chen, Zhanyi Gao, Yumiao Fan, Xiaomin Chang, Mingming Yang, Benyan Fang

Comput. Electron. Agric., June, 2023

Canal water distribution optimization model based on water supply conditions.

Yu Fan, Haorui Chen, Zhanyi Gao, Xiaomin Chang

Comput. Electron. Agric., February, 2023

Taming the Domain Shift in Multi-source Learning for Energy Disaggregation.

Xiaomin Chang, Wei Li, Yunchuan Shi, Albert Y. Zomaya

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Lightweight Online Scheduling for Home Energy Management Systems Under Uncertainty.

Chunqiu Xia, Wei Li, Xiaomin Chang, Tianming Zhao, Albert Y. Zomaya

IEEE Trans. Sustain. Comput., 2022

Transferable Tree-Based Ensemble Model for Non-Intrusive Load Monitoring.

Xiaomin Chang, Wei Li, Chunqiu Xia, Qiang Yang, Jin Ma, Ting Yang, Albert Y. Zomaya

IEEE Trans. Sustain. Comput., 2022

Real-Time Predictive Control for Chemical Distribution in Sewer Networks Using Improved Elephant Herding Optimization.

Jiuling Li, Wei Li, Xiaomin Chang, Keshab Sharma, Zhiguo Yuan

IEEE Trans. Ind. Informatics, 2022

Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring.

Xiaomin Chang, Wei Li, Albert Y. Zomaya

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021

A New Machine Learning Algorithm for Numerical Prediction of Near-Earth Environment Sensors along the Inland of East Antarctica.

Yuchen Wang, Yinke Dou, Wangxiao Yang, Jingxue Guo, Xiaomin Chang, Minghu Ding, Xueyuan Tang

Sensors, 2021

Short-Term Load Forecasting Based on the Transformer Model.

Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya

Inf., 2021

User privacy leakages from federated learning in NILM applications.

Yunchuan Shi, Wei Li, Xiaomin Chang, Albert Y. Zomaya

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Online Energy Management under Uncertainty for Net-Zero Energy Ecosystems.

Chunqiu Xia, Wei Li, Xiaomin Chang, Albert Y. Zomaya

Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

2020

A Lightweight Short-Term Photovoltaic Power Prediction for Edge Computing.

Xiaomin Chang, Wei Li, Albert Y. Zomaya

IEEE Trans. Green Commun. Netw., 2020

Computer Prediction of Seawater Sensor Parameters in the Central Arctic Region Based on Hybrid Machine Learning Algorithms.

Yuchen Wang, Jingxue Guo, Zhe Yang, Yinke Dou, Xiaomin Chang, Ruina Sun, Guangyu Zuo, Wangxiao Yang, Ce Liang, Yanzhao Hao, Jianlong Liu

IEEE Access, 2020

An Adaptive Multi-objective Salp Swarm Algorithm for Efficient Demand Side Management.

Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Interpretable Machine Learning In Sustainable Edge Computing: A Case Study of Short-Term Photovoltaic Power Output Prediction.

Xiaomin Chang, Wei Li, Jin Ma, Ting Yang, Albert Y. Zomaya

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

A Sustainable and User-Behavior-Aware Cyber-Physical System for Home Energy Management.

Wei Li, Xiaomin Chang, Junwei Cao, Ting Yang, Yaojie Sun, Albert Y. Zomaya

ACM Trans. Cyber Phys. Syst., 2019

Modelling long-term soil salinity dynamics using SaltMod in Hetao Irrigation District, China.

Xiaomin Chang, Zhanyi Gao, Shaoli Wang, Haorui Chen

Comput. Electron. Agric., 2019

2018

Design and Performance Analysis of a Multilayer Sea Ice Temperature Sensor Used in Polar Region.

Guangyu Zuo, Yinke Dou, Xiaomin Chang, Yan Chen, Chunyan Ma

Sensors, 2018

From Insight to Impact: Building a Sustainable Edge Computing Platform for Smart Homes.

Xiaomin Chang, Wei Li, Chunqiu Xia, Jin Ma, Junwei Cao, Samee U. Khan, Albert Y. Zomaya

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Edge-based Energy Management for Smart Homes.

Chunqiu Xia, Wei Li, Xiaomin Chang, Flávia Coimbra Delicato, Ting Yang, Albert Y. Zomaya

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2016

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).

Xiaomin Chang, Juanjuan Zhao, Lei Ge, Yan Qiang, Yaohua Shi

计算机科学, 2016

2015

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).

Yongxing Liu, Juanjuan Zhao, Xiaomin Chang

计算机科学, 2015

2014

A New Energy Reduction Method Based on Fire Probability Threshold Switch for WSN.

Yan Qiang, Xiaomin Chang, Juanjuan Zhao, Xiaolong Zhang, Xiaofei Yan

Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

2011

The Study on the Methods of Identifying Ice Thickness in the Capacitive Sensor Measuring System.

Xiaomin Chang, Yinke Dou

Proceedings of the Emerging Research in Web Information Systems and Mining, 2011

2009

The Study of a Capacitance Sensor and its System Used in Measuring Ice Thickness, Sedimentation and Water Level of a Reservoir.

Yinke Dou, Jianmin Qin, Xiaomin Chang

Proceedings of the International Forum on Information Technology and Applications, 2009