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"Time Series Analysis": models, code, and papers
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Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities

Apr 22, 2021
Shradha Shinde, Jay Joshi, Sowmya Mareedu, Yeon Pyo Kim, Jongwook Woo

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Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification

Nov 10, 2022
Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy, Jennifer Merickel, Matt Rizzo, Anuj Sharma

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Causal Inference for Time series Analysis: Problems, Methods and Evaluation

Feb 11, 2021
Raha Moraffah, Paras Sheth, Mansooreh Karami, Anchit Bhattacharya, Qianru Wang, Anique Tahir, Adrienne Raglin, Huan Liu

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TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference

Mar 24, 2022
Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino

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A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis

Sep 10, 2022
Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen

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Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding

Sep 23, 2022
Violeta Teodora Trifunov, Maha Shadaydeh, Joachim Denzler

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COSTI: a New Classifier for Sequences of Temporal Intervals

Apr 28, 2022
Jakub Michał Bilski, Agnieszka Jastrzębska

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Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods

Dec 06, 2022
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada

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Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification

Jul 23, 2022
Mostafa Shabani, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis

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Analysis and Comparison of Time Series of Power Consumption of Sistan and Tehran distribution networks

Jul 07, 2021
Masoud Safarishaal, Saeid Safarishaal, Elahe Safarishaal

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