Joint segmentation of multivariate time series with hidden process
regression for human activity recognition

Joint segmentation of multivariate time series with hidden process regression for human activity recognition

25 December 2013

Faicel Chamroukhi

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Papers citing "Joint segmentation of multivariate time series with hidden process regression for human activity recognition"

12 / 12 papers shown

Title
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection Matthew Werenski Shoaib Bin Masud James M. Murphy Shuchin Aeron 72 4 0 15 Feb 2023
Detecting Change Intervals with Isolation Distributional Kernel Yang Cao Ye Zhu Kai Ming Ting Flora D. Salim Hong Xian Li Luxing Yang Gang Li 61 1 0 30 Dec 2022
Functional mixture-of-experts for classification Nhat-Thien Pham Faicel Chamroukhi 32 1 0 28 Feb 2022
Robust and efficient change point detection using novel multivariate rank-energy GoF test Shoaib Bin Masud Shuchin Aeron 76 0 0 29 Oct 2021
Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models Hien Nguyen TrungTin Nguyen Faicel Chamroukhi Geoffrey J. McLachlan 72 22 0 04 Dec 2020
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
A review on minimax rates in change point detection and localisation Yi Yu 58 19 0 03 Nov 2020
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data Shohreh Deldari Daniel V. Smith Amin Sadri Flora D. Salim AI4TS 96 22 0 24 Jul 2020
On Matched Filtering for Statistical Change Point Detection Kevin C. Cheng Eric L. Miller M. C. Hughes Shuchin Aeron 84 10 0 09 Jun 2020
Optimal Transport Based Change Point Detection and Time Series Segment Clustering Kevin C. Cheng Shuchin Aeron M. C. Hughes Erika Hussey Eric L. Miller AI4TS 107 16 0 04 Nov 2019
Optimal nonparametric multivariate change point detection and localization Oscar Hernan Madrid Padilla Yi Yu Daren Wang Alessandro Rinaldo 80 39 0 29 Oct 2019
Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models Faicel Chamroukhi Florian Lecocq Hien Nguyen TPM 22 4 0 12 Sep 2019