├── Community Detection.zip ├── MC2PCA.zip ├── MUSLA.zip ├── OmniCluster.zip ├── QCD-FCM.zip ├── TCK.zip ├── USSL.zip ├── conDetSEC.zip ├── m-kSC.zip └── readme.md /Community Detection.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/Community Detection.zip -------------------------------------------------------------------------------- /MC2PCA.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/MC2PCA.zip -------------------------------------------------------------------------------- /MUSLA.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/MUSLA.zip -------------------------------------------------------------------------------- /OmniCluster.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/OmniCluster.zip -------------------------------------------------------------------------------- /QCD-FCM.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/QCD-FCM.zip -------------------------------------------------------------------------------- /TCK.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/TCK.zip -------------------------------------------------------------------------------- /USSL.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/USSL.zip -------------------------------------------------------------------------------- /conDetSEC.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/conDetSEC.zip -------------------------------------------------------------------------------- /m-kSC.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lzz19980125/awesome-multivariate-time-series-clustering-algorithms/067cd63ffc5fa0621332d4f2e91be1affdc6fa71/m-kSC.zip -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # Awesome-multivariate-time-series-clustering-algorithms 2 | 3 | [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) ![PRs Welcome](https://img.shields.io/badge/PRs-Welcome-green)![Stars](https://img.shields.io/github/stars/lzz19980125/awesome-multivariate-time-series-clustering-algorithms) 4 | 5 | This repo collects effective multivariate time series clustering algorithm codes, which is continuously updating. 6 | 7 | **MC2PCA** (*Neurocomputing* *2019*) [[paper]](https://www.sciencedirect.com/science/article/pii/S092523121930400X) 8 | 9 | **MUSLA** (*IEEE TPAMI 2022*) [[paper]](https://ieeexplore.ieee.org/document/9856934) note: **MUSLA** extends the univariate time series clustering algorithm **USSL** (*IEEE TPAMI 2019* [[paper]](https://ieeexplore.ieee.org/document/8386690)) to a multivariate version. 10 | 11 | **m-kSC** (*ESWA 2020*) [[paper]](https://www.sciencedirect.com/science/article/pii/S0957417420301627) note: **m-kSC** extends the univariate time series clustering algorithm **k-SC** (WSDM 2011 [[paper]](https://dl.acm.org/doi/10.1145/1935826.1935863)) to a multivariate version. 12 | 13 | **QCD-FCM** (*Fuzzy Sets Syst 2022*) [[paper]](https://www.sciencedirect.com/science/article/pii/S0165011422000793) 14 | 15 | **OmniCluster** (*WWW 2022*) [[paper]](https://dl.acm.org/doi/10.1145/3485447.3511983) 16 | 17 | **TCK** *(PR 2018)* [[paper]](https://www.sciencedirect.com/science/article/pii/S0031320317304843) 18 | 19 | **Community Detection** (*Inf. Sci 2016*) [[paper]](https://www.sciencedirect.com/science/article/pii/S0031320317304843) 20 | 21 | **conDetSEC** (*Neurocomputing* *2023*) [[paper]](https://www.sciencedirect.com/science/article/pii/S092523122201308X) 22 | --------------------------------------------------------------------------------