ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for
processing heterogeneous sensor data

ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data

24 July 2020

Shohreh Deldari

Daniel V. Smith

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Papers citing "ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data"

12 / 12 papers shown

Title
Normalizing self-supervised learning for provably reliable Change Point Detection Alexandra Bazarova Evgenia Romanenkova Alexey Zaytsev 56 2 0 17 Oct 2024
COCOA: Cross Modality Contrastive Learning for Sensor Data Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 87 40 0 31 Jul 2022
ClaSP -- Parameter-free Time Series Segmentation Arik Ermshaus Patrick Schäfer Ulf Leser AI4TS 103 37 0 28 Jul 2022
Understanding occupants' behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables Nan Gao M. Marschall J. Burry Simon C Watkins Flora D. Salim AI4CE 82 46 0 14 May 2021
Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding Shohreh Deldari Daniel V. Smith Hao Xue Flora D. Salim AI4TS 125 112 0 28 Nov 2020
Generative Adversarial Networks for Spatio-temporal Data: A Survey Nan Gao Hao Xue Wei Shao Sichen Zhao K. K. Qin Arian Prabowo Mohammad Saiedur Rahaman Flora D. Salim GAN AI4TS AI4CE 97 111 0 18 Aug 2020
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 146 277 0 27 Jul 2019
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior Iqbal H. Sarker A. Colman M. A. Kabir Jun Han AI4TS 39 72 0 15 Nov 2018
Angry or Climbing Stairs? Towards Physiological Emotion Recognition in the Wild Judith S. Heinisch Christoph Anderson Klaus David 22 13 0 12 Nov 2018
Time Series Segmentation through Automatic Feature Learning Wei-Han Lee Jorge Ortiz Bongjun Ko R. Lee AI4TS OOD 78 57 0 16 Jan 2018
Joint segmentation of multivariate time series with hidden process regression for human activity recognition Faicel Chamroukhi S. Mohammed D. Trabelsi L. Oukhellou Y. Amirat 99 81 0 25 Dec 2013
Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation Song Liu M. Yamada Nigel Collier Masashi Sugiyama 85 447 0 02 Mar 2012