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

A robust state estimation method for power systems using generalized correntropy loss function

JOURNAL ARTICLE published October 2024 in Expert Systems with Applications

Research funded by National Natural Science Foundation of China (61903314) | Basic and Applied Basic Research Foundation of Guangdong Province (2023A1515011319) | Fundamental Research Funds for the Central Universities (20720220084,20720230034) | Natural Science Foundation of Fujian Province (2023H0004)

Authors: Tengpeng Chen | Hongxuan Luo | Hoay Beng Gooi | Eddy Y.S. Foo | Lu Sun | Nianyin Zeng

Uniform-in-time boundedness in a class of local and nonlocal nonlinear attraction–repulsion chemotaxis models with logistics

JOURNAL ARTICLE published October 2024 in Nonlinear Analysis: Real World Applications

Authors: Alessandro Columbu | Rafael Díaz Fuentes | Silvia Frassu

Optimizing Time-Series forecasting using stacked deep learning framework with enhanced adaptive moment estimation and error correction

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Ravi Prakash Varshney | Dilip Kumar Sharma

Nonparametric estimation and forecasting of interval-valued time series regression models with constraints

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Yuying Sun | Bai Huang | Aman Ullah | Shouyang Wang

A novel hybrid GRU-CNN and residual bias (RB) based RB-GRU-CNN models for prediction of PTB Diagnostic ECG time series data

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Authors: Shahzeb Khan | Vipin Kumar

Mental workload estimation with electroencephalogram signals by combining multi-space deep models

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Authors: Hong-Hai Nguyen | Ngumimi Karen Iyortsuun | Seungwon Kim | Hyung-Jeong Yang | Soo-Hyung Kim

Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data

JOURNAL ARTICLE published August 2024 in Advanced Engineering Informatics

Research funded by National Science Foundation (1805914)

Authors: Girish Rentala | Yimin Zhu | Supratik Mukhopadhyay

Real-time estimation of the structural utilization level of segmental tunnel lining

JOURNAL ARTICLE published August 2024 in Underground Space

Research funded by DFG (77309832)

Authors: Nicola Gottardi | Steffen Freitag | Günther Meschke

M-estimation for varying coefficient models with a functional response in a reproducing kernel Hilbert space

JOURNAL ARTICLE published 1 August 2024 in Bernoulli

Authors: Yafei Wang | Bei Jiang | Linglong Kong | Zhongzhan Zhang

Shipping market time series forecasting via an Ensemble Deep Dual-Projection Echo State Network

JOURNAL ARTICLE published July 2024 in Computers and Electrical Engineering

Authors: Xuefei Song | Zhong Shuo Chen

Learning spectral-indices-fused deep models for time-series land use and land cover mapping in cloud-prone areas: The case of Pearl River Delta

JOURNAL ARTICLE published July 2024 in Remote Sensing of Environment

Authors: Zhiwei Li | Qihao Weng | Yuhan Zhou | Peng Dou | Xiaoli Ding

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

Adaptive state estimation and filtering for dynamic positioning ships under time-varying environmental disturbances

JOURNAL ARTICLE published July 2024 in Ocean Engineering

Authors: Kai Feng | Jingheng Wang | Xiaoyuan Wang | Gang Wang | Quanzheng Wang | Junyan Han

Set-valued state estimators for a class of uncertain discrete-time nonlinear systems

JOURNAL ARTICLE published July 2024 in European Journal of Control

Authors: Nacim Meslem | Youdao Ma | Zhenhua Wang | Tarek Raïssi

A new generalized state-space averaged model, control design and stability analysis for three phase grid-connected quasi-Z-Source inverters

JOURNAL ARTICLE published July 2024 in International Journal of Electrical Power & Energy Systems

Authors: Kazem Mokhtari | Shokrollah Shokri-Kojori | Mehdi Aliyari-Shoorehdeli

A novel broad learning system integrated with restricted Boltzmann machine and echo state network for time series forecasting

JOURNAL ARTICLE published July 2024 in Engineering Applications of Artificial Intelligence

Authors: Yulei Zhang | Yuting Bai | Xuebo Jin | Zhiyao Zhao | Tingli Su

Event-based asynchronous state estimation for Markov jump memristive neural networks

JOURNAL ARTICLE published July 2024 in Applied Mathematics and Computation

Authors: Tianfeng Tang | Gang Qin | Bin Zhang | Jun Cheng | Jinde Cao

Exploring the training results of machine learning models using different batch sizes and epochs: A case study with GNSS time series data

JOURNAL ARTICLE published 25 June 2024 in Journal of Hydro-meteorology

Authors: Tinh Le Duc | Quoc Huynh Nguyen Dinh | Trong Nguyen Gia

Predicting Tomorrow's Air Quality Today

BOOK CHAPTER published 7 June 2024 in Advances in Environmental Engineering and Green Technologies

Authors: D. Narasimhan | M. Vanitha