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MANDALA—Visual Exploration of Anomalies in Industrial Multivariate Time Series Data
Suschnigg, J., Mutlu, B., Koutroulis, G., Hussain, H., Schreck, T.
Published in Computer graphics forum (01.02.2025)
Published in Computer graphics forum (01.02.2025)
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Hierarchical attention network for multivariate time series long-term forecasting: Hierarchical Attention Network for Multivariate Time Series Long-term Forecasting
Bi, Hongjing, Lu, Lilei, Meng, Yizhen
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2023)
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Visual‐Interactive Preprocessing of Multivariate Time Series Data
Bernard, Jürgen, Hutter, Marco, Reinemuth, Heiko, Pfeifer, Hendrik, Bors, Christian, Kohlhammer, Jörn
Published in Computer graphics forum (01.06.2019)
Published in Computer graphics forum (01.06.2019)
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Conditional adaptive Bayesian spectral analysis of replicated multivariate time series
Li, Zeda, Bruce, Scott A., Wutzke, Clinton J., Long, Yang
Published in Statistics in medicine (15.04.2021)
Published in Statistics in medicine (15.04.2021)
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Topological Data Analysis for Multivariate Time Series Data
El-Yaagoubi, Anass B., Chung, Moo K., Ombao, Hernando
Published in Entropy (Basel, Switzerland) (01.11.2023)
Published in Entropy (Basel, Switzerland) (01.11.2023)
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MvTS-library: An open library for deep multivariate time series forecasting
Ye, Junchen, Li, Weimiao, Zhang, Zhixin, Zhu, Tongyu, Sun, Leilei, Du, Bowen
Published in Knowledge-based systems (11.01.2024)
Published in Knowledge-based systems (11.01.2024)
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Group Surrogate Data Generating Models and similarity quantification of multivariate time-series: A resting-state fMRI study
Okuno, Takuto, Hata, Junichi, Haga, Yawara, Muta, Kanako, Tsukada, Hiromichi, Nakae, Ken, Okano, Hideyuki, Woodward, Alexander
Published in NeuroImage (Orlando, Fla.) (01.10.2023)
Published in NeuroImage (Orlando, Fla.) (01.10.2023)
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Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis
Tang, Yunbo, Chen, Dan, Zuo, Yiping, Lu, Xiaoqiang, Ranjan, Rajiv, Zomaya, Albert Y., Yao, Quanming, Li, Xiaoli
Published in IEEE transactions on knowledge and data engineering (01.04.2023)
Published in IEEE transactions on knowledge and data engineering (01.04.2023)
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Optimizing Functional Network Representation of Multivariate Time Series
Zanin, Massimiliano, Sousa, Pedro, Papo, David, Bajo, Ricardo, García-Prieto, Juan, Pozo, Francisco del, Menasalvas, Ernestina, Boccaletti, Stefano
Published in Scientific reports (05.09.2012)
Published in Scientific reports (05.09.2012)
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Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words
Guo, Shenghan, Guo, Weihong
Published in IEEE transactions on automation science and engineering (01.01.2022)
Published in IEEE transactions on automation science and engineering (01.01.2022)
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Forecasting Engineering News-Record Construction Cost Index Using Multivariate Time Series Models
Shahandashti, S. M, Ashuri, B
Published in Journal of construction engineering and management (01.09.2013)
Published in Journal of construction engineering and management (01.09.2013)
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Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number
Corponi, Filippo, Li, Bryan M., Anmella, Gerard, Mas, Ariadna, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antoni, Garriga, Marina, Vieta, Eduard, Lawrie, Stephen M., Whalley, Heather C., Hidalgo-Mazzei, Diego, Vergari, Antonio
Published in Translational psychiatry (26.03.2024)
Published in Translational psychiatry (26.03.2024)
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