Nonlinear Analysis of Return Time Series Model by Oriented Percolation Dynamic System by Anqi Pei, Jun Wang

“…Then, nonlinear behaviors of distribution and leverage effect of return time series are studied for the proposed model and the real stock market by comparison. …”
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TXtreme: transformer-based extreme value prediction framework for time series forecasting by Hemant Yadav, Amit Thakkar

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Retracted: Music Recommendation Algorithm Based on Multidimensional Time-Series Model Analysis by null Complexity

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Time series models for prediction of leptospirosis in different climate zones in Sri Lanka. by Janith Warnasekara, Suneth Agampodi, Rupika Abeynayake

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Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction by Harya Widiputra, Adele Mailangkay, Elliana Gautama

“…The aim of the research is to create a time-series data forecasting model that incorporates the best features of many time-series data analysis models. …”
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Observation of a Class of Disturbance in Time Series Expansion for Fractional Order Systems by Yiheng Wei, Hamid Reza Karimi, Jinwen Pan, Qing Gao, Yong Wang

“…This paper is concerned with the problem of designing disturbance observer for fractional order systems, of which the disturbance is in time series expansion. The stability of a special observer with the selected nonlinear weighted function and transient dynamics function is rigorously analyzed for slowly varying disturbance. …”
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An improved fuzzy time series forecasting model based on hesitant fuzzy sets by Lubna Shafi, Shilpi Jain, Praveen Agarwal, Pervaiz Iqbal, Aadil Rashid Sheergojri

Subjects: “…fuzzy time series…”
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Modeling and Forecasting the Inflow of the Indus River Based on Multivariate Times Series Models by null Waleeja-Tur-Rabbia, Shreefa O. Hilali, Arslan Aslam, Rehab Alsultan, A. Y. Al-Rezami, Ijaz Hussain

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Nonlinear Fluctuation Behavior of Financial Time Series Model by Statistical Physics System by Wuyang Cheng, Jun Wang

“…We develop a random financial time series model of stock market by one of statistical physics systems, the stochastic contact interacting system. …”
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Nonlinear Behaviors of Tail Dependence and Cross-Correlation of Financial Time Series Model by Wei Deng, Jun Wang

“…Nonlinear behaviors of tail dependence and cross-correlation of financial time series are reproduced and investigated by stochastic voter dynamic system. …”
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Investigation of Time Series Representations and Similarity Measures for Structural Damage Pattern Recognition by Wenjia Liu, Bo Chen, R. Andrew Swartz

“…This paper investigates the time series representation methods and similarity measures for sensor data feature extraction and structural damage pattern recognition. …”
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Collusion-Tolerable and Efficient Privacy-Preserving Time-Series Data Aggregation Protocol by Yongkai Li, Shubo Liu, Jun Wang, Mengjun Liu

“…Many miraculous ideas have been proposed to deal with the privacy-preserving time-series data aggregation problem in pervasive computing applications, such as mobile cloud computing. …”
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A Multimodal Information Fusion Model for Robot Action Recognition with Time Series by Xiaozhi Zhang, Hongyan Li, Mengjie Qian

“…Usually, the data for action recognition is video data, and video data is time-series data. Time series describe the response results of a certain system at different times. …”
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Retracted: Time Series Symbolization Method for the Data Mining K-Means Algorithm by Discrete Dynamics in Nature and Society

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Fault Diagnosis of PV Array Based on Time Series and Support Vector Machine by Ying Zhong, Bo Zhang, Xu Ji, Jieping Wu

“…This paper proposes a diagnosis method based on time series and support vector machine (SVM) to improve the timeliness, accuracy, and feasibility of fault diagnosis for photovoltaic (PV) arrays. …”
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Visualization of Multivariate Time-Series Characteristics of Ground Loss Caused by Shield Tunneling by Zhu Wen, Xiaoli Rong, Fei Gao, Zhen Wang, Dong An

“…In this work, a multivariate time-series (MTS) model for ground loss is proposed based on an analysis of factors and processes related to ground loss combined with the characteristics of original time-series data involving multiple parameters recorded by EPB shield machines in real time. …”
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Multivariable Time Series Prediction for the Icing Process on Overhead Power Transmission Line by Peng Li, Na Zhao, Donghua Zhou, Min Cao, Jingjie Li, Xinling Shi

“…Given the characteristics of complexity, nonlinearity, and fitfulness in the line icing process, a model based on a multivariable time series is presented here to predict the icing load of a transmission line. …”
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Retracted: The Effect of Temperature on Intestinal Flora Imbalance Based on Time Series Prediction Model by Journal of Function Spaces

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Time-series forest age estimation in Xinjiang based on forest disturbance and recovery detection by Lili Zhai, Mei Zan, Mao Ye, Jia Zhou, Cong Xue, Shunfa Yang, Yuntong Liu

“…This study conducted forest age mapping at a 30 m resolution over long time series, taking into account forest disturbance events, using Xinjiang forest as a case study. …”
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Time series data on typhoid fever incidence during outbreaks from 2000 to 2022 by Dae-Hyup Koh, Monica Duong, Nodar Kipshidze, Virginia E. Pitzer, Jong-Hoon Kim

“…Time-series incidence data were extracted from plots using WebPlotDigitizer, followed by verification of a subset of the dataset. …”
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