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"Time Series Analysis": models, code, and papers
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Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series

Nov 14, 2023
Onur Poyraz, Pekka Marttinen

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What User Behaviors Make the Differences During the Process of Visual Analytics?

Nov 01, 2023
Shahin Doroudian, Zekun Wu, Aidong Lu

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Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning

Sep 14, 2023
Adrian Atienza, Jakob Bardram, Sadasivan Puthusserypady

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High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods

Aug 27, 2023
Christis Katsouris

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Transformers in Time-series Analysis: A Tutorial

Apr 28, 2022
Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ghulam Rasool, Ravi P. Ramachandran

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TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Oct 05, 2022
Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long

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Predicting Temperature of Major Cities Using Machine Learning and Deep Learning

Sep 23, 2023
Wasiou Jaharabi, MD Ibrahim Al Hossain, Rownak Tahmid, Md. Zuhayer Islam, T. M. Saad Rayhan

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ISLAND: Informing Brightness and Surface Temperature Through a Land Cover-based Interpolator

Sep 21, 2023
Yuhao Liu, Pranavesh Panakkal, Sylvia Dee, Guha Balakrishnan, Jamie Padgett, Ashok Veeraraghavan

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From Text to Trends: A Unique Garden Analytics Perspective on the Future of Modern Agriculture

Sep 22, 2023
Parag Saxena

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Ordinal time series analysis with the R package otsfeatures

Apr 24, 2023
Ángel López Oriona, José Antonio Vilar Fernández

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