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A Bernstein-type Inequality for High Dimensional Linear Processes with Applications to Robust Estimation of Time Series Regressions

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Linbo Liu | Danna Zhang

https://doi.org/10.5705/ss.202022.0249 Actions

A Joint Time-Frequency Domain Transformer for multivariate time series forecasting

JOURNAL ARTICLE published August 2024 in Neural Networks

Authors: Yushu Chen | Shengzhuo Liu | Jinzhe Yang | Hao Jing | Wenlai Zhao | Guangwen Yang

https://doi.org/10.1016/j.neunet.2024.106334 Actions

Shrinkage estimators of BLUE for time series regression models

JOURNAL ARTICLE published July 2024 in Journal of Multivariate Analysis

Research funded by Japan Society for the Promotion of Science (23K13021,18H05290)

Authors: Yujie Xue | Masanobu Taniguchi | Tong Liu

https://doi.org/10.1016/j.jmva.2023.105282 Actions

Multivariate time series clustering based on fuzzy cognitive maps and community detection

JOURNAL ARTICLE published July 2024 in Neurocomputing

Authors: Yingzhi Teng | Jing Liu | Kai Wu | Yang Liu | Baihao Qiao

https://doi.org/10.1016/j.neucom.2024.127743 Actions

Learning high-order fuzzy cognitive maps via multimodal artificial bee colony algorithm and nearest-better clustering: Applications on multivariate time series prediction

JOURNAL ARTICLE published July 2024 in Knowledge-Based Systems

Research funded by National Key Research and Development Program of China (2022YFB2603302) | National Natural Science Foundation of China (U2268206,51827813)

Authors: Zhuofan Li | Xiaoqian Liu | Yingjun Zhang | Jiahu Qin | Wei Xing Zheng | Jingping Wang

https://doi.org/10.1016/j.knosys.2024.111771 Actions

Structural damage detection based on multivariate probability density functions of vibration data of offshore wind foundations with comparison studies

JOURNAL ARTICLE published July 2024 in Ocean Engineering

Authors: Yulong Zhang | Zuxing Pan | John H.G. Macdonald | Song Liu | Paul Harper

https://doi.org/10.1016/j.oceaneng.2024.117783 Actions

TimeSQL: Improving multivariate time series forecasting with multi-scale patching and smooth quadratic loss

JOURNAL ARTICLE published June 2024 in Information Sciences

Authors: Site Mo | Haoxin Wang | Bixiong Li | Songhai Fan | Yuankai Wu | Xianggen Liu

https://doi.org/10.1016/j.ins.2024.120652 Actions

Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning

JOURNAL ARTICLE published 8 May 2024 in ACM Transactions on Multimedia Computing, Communications, and Applications

Authors: Bo Peng | Lin Sun | Jianjun Lei | Bingzheng Liu | Haifeng Shen | Wanqing Li | Qingming Huang

https://doi.org/10.1145/3663570 Actions

Data-driven battery health state estimation based on charging and switching cabinets

JOURNAL ARTICLE published 1 May 2024 in Journal of Physics: Conference Series

Authors: Yong Zhang | Jingwei Liu | Jiuguo Zhen | Zhenjia Qiao

https://doi.org/10.1088/1742-6596/2757/1/012023 Actions

DSDCLNet: Dual-stream encoder and dual-level contrastive learning network for supervised multivariate time series classification

JOURNAL ARTICLE published May 2024 in Knowledge-Based Systems

Authors: Min Liu | Hui Sheng | Ningyi Zhang | Panpan Zhao | Yugen Yi | Yirui Jiang | Jiangyan Dai

https://doi.org/10.1016/j.knosys.2024.111638 Actions

An integrated system to significant wave height prediction: Combining feature engineering, multi-criteria decision making, and hybrid kernel density estimation

JOURNAL ARTICLE published May 2024 in Expert Systems with Applications

Authors: Kang Wang | Yanru Liu | Qianyi Xing | Yuansheng Qian | Jianzhou Wang | Mengzheng Lv

https://doi.org/10.1016/j.eswa.2023.122351 Actions

Research on Expansion Coefficient Based on Water Temperature Density Regression Function

JOURNAL ARTICLE published 1 May 2024 in Journal of Physics: Conference Series

Authors: Fengjun Wei | Chunhua Liu | Fengxia Zhang | Rendong Guo | Jilei Hu | Chuanxun Che

https://doi.org/10.1088/1742-6596/2747/1/012041 Actions

Multivariate state estimation-based condition monitoring of slurry circulating pumps for wet flue gas desulfurization of power plants

JOURNAL ARTICLE published May 2024 in Engineering Failure Analysis

Authors: Dawei Duan | Shangbo Han | Zhongcheng Wang | Chunbo Pang | Longchao Yao | Weijie Liu | Jian Yang | Chenghang Zheng | Xiang Gao

https://doi.org/10.1016/j.engfailanal.2024.108099 Actions

Fostering Sustainability Through Legal Integration: A Multidimensional Analysis of Environmental and Commercial Law Synergies

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Mohong Liu | Ruisi Zhen

https://doi.org/10.54254/2753-7048/52/20241520 Actions

The Influence of Cultural Background on Employment Behavior

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Xinming Liu

https://doi.org/10.54254/2753-7048/51/20240450 Actions

Legal Dynamics and Financial Strategy: Understanding Corporate Responses to Global Regulatory Environments

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Mohong Liu

https://doi.org/10.54254/2753-7048/52/20241518 Actions

Differences in BBC and CCTV Coverage: An Applied Validation of Cultivation Theory

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Jinyang Liu

https://doi.org/10.54254/2753-7048/51/20240451 Actions

Navigating the Complexities of International Economic Law: Implications for Global Trade and Investment

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Mohong Liu

https://doi.org/10.54254/2753-7048/53/20240009 Actions

The L2 Proficiency Effect on Mentalizing Abilities by Tibetan-Chinese-English Trilinguals

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Yu Liu | Jianlin Chen

https://doi.org/10.54254/2753-7048/51/20240955 Actions

Reflections on the Influence of American TV Series "13 Reasons Why" on Teenagers

JOURNAL ARTICLE published 26 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Xiaojing Liu

https://doi.org/10.54254/2753-7048/50/20240914 Actions
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