Simple noise-reduction method based on nonlinear forecasting by Tan, James Peng Lung

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PSO based Hyperparameter tuning of CNN Multivariate Time- Series Analysis by Agung Bella Putra Utama, Aji Prasetya Wibawa, Muladi Muladi, Andrew Nafalski

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Identification of outliers types in multivariate time series using genetic algorithm by Ahad Rahimpoor, Masoud Yarmohammadi

Subjects: “…multivariate time series…”
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Machine Learning-Based Anomaly Detection for Multivariate Time Series With Correlation Dependency by Shashank Chauhan, Sudong Lee

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Identifying, exploring, and interpreting time series shapes in multivariate time intervals by Gota Shirato, Natalia Andrienko, Gennady Andrienko

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Multivariate Time Series Prediction for Loss of Coolant Accidents With a Zigmoid-Based LSTM by Shanshan Gong, Suyuan Yang, Jingke She, Weiqi Li, Shaofei Lu

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Pemodelan Time Series Multivariat secara Automatis by Siana Halim, Arif Chandra

Subjects: “…Multivariate time series…”
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A Novel LSTM for Multivariate Time Series with Massive Missingness by Nazanin Fouladgar, Kary Främling

Subjects: “…multivariate time series…”
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Unit Root Tests: The Role of the Univariate Models Implied by Multivariate Time Series by Nunzio Cappuccio, Diego Lubian

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Automata Based Multivariate Time Series Analysis for Anomaly Detection over Sliding Time Windows by Arnold Hien, Nicolas Beldiceanu, Claude-Guy Quimper, María-I. Restrepo

Subjects: “…multivariate time series…”
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A Survey of Deep Anomaly Detection in Multivariate Time Series: Taxonomy, Applications, and Directions by Fengling Wang, Yiyue Jiang, Rongjie Zhang, Aimin Wei, Jingming Xie, Xiongwen Pang

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Multiple Time Series Forecasting Using Quasi-Randomized Functional Link Neural Networks by Thierry Moudiki, Frédéric Planchet, Areski Cousin

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Multivariate Time Series Data Prediction Based on ATT-LSTM Network by Jie Ju, Fang-Ai Liu

Subjects: “…multivariate time series data prediction…”
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A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility by Jiahao Ling, Yuanchun Lan, Xiaohui Huang, Xiaofei Yang

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Road traffic crashes trends of severity and injuries in Osun state, Nigeria by Abayomi Afolayan, Adewole Oladele, Samson Olopade, Taiwo Adeoye

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Prediction of Electrical Energy Consumption Using LSTM Algorithm with Teacher Forcing Technique by Sasmitoh Rahmad Riady, Tjong Wan Sen

Subjects: “…multivariate time series…”
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Multi-step CNN forecasting for COVID-19 multivariate time-series by Haviluddin Haviluddin, Rayner Alfred

Subjects: “…multivariate time-series…”
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Translating Image XAI to Multivariate Time Series by Lorenzo Tronchin, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda, Rosa Sicilia

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Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions by Mohammed Ayalew Belay, Sindre Stenen Blakseth, Adil Rasheed, Pierluigi Salvo Rossi

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A comparison of machine learning methods for ozone pollution prediction by Qilong Pan, Fouzi Harrou, Ying Sun

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