Information Theory Inspired Pattern Analysis for Time-series Data

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Information Theory Inspired Pattern Analysis for Time-series Data

22 February 2023

Alexander Capstick

Francesca Palermo

Hamed Haddadi

Payam Barnaghi

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Papers citing "Information Theory Inspired Pattern Analysis for Time-series Data"

7 / 7 papers shown

Title
Using Entropy Measures for Monitoring the Evolution of Activity Patterns Yushan Huang Yuchen Zhao Hamed Haddadi Payam Barnaghi 42 1 0 04 Oct 2022
Deep ConvLSTM with self-attention for human activity decoding using wearables S. Singh A. Lay-Ekuakille Deepak Gangwar M. Sharma Sukrit Gupta HAI 61 120 0 02 May 2020
Learning entropy production via neural networks Dong-Kyum Kim Youngkyoung Bae Sangyun Lee Hawoong Jeong 63 38 0 09 Mar 2020
A Survey on Human Machine Interaction in Industry 4.0 Christian Krupitzer Sebastian Müller Veronika Lesch Marwin Züfle Janick Edinger Alexander Lemken Dominik Schäfer Samuel Kounev C. Becker AI4CE 40 34 0 03 Feb 2020
DeepMoD: Deep learning for Model Discovery in noisy data G. Both Subham Choudhury P. Sens R. Kusters 55 115 0 20 Apr 2019
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Chuxu Zhang Dongjin Song Yuncong Chen Xinyang Feng C. Lumezanu Wei Cheng Jingchao Ni Bo Zong Haifeng Chen Nitesh Chawla AI4TS 167 700 0 20 Nov 2018
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 39 418 0 19 Apr 2018