ICDM 2024

[ICDM'24] MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm

v0.1.0

What's Changed

• ci: release to pypi by @wzru in #182
• Recent changes of the framework structure by @tuidan in #20
• Revert "Recent changes of the framework structure" by @ShuhaoZhangTony in #21
• add Gtests. by @ShuhaoZhangTony in #22
• cleanup cmake. by @ShuhaoZhangTony in #24
• CluStream-wzy by @GabrielWuNR in #33
• Engine Refactor by @ShuhaoZhangTony in #34
• Mac version by @tuidan in #43
• Revert "Mac version" by @tuidan in #44
• Refactor Barriers by @ShuhaoZhangTony in #45
• Birch wx by @tuidan in #48
• refactor param passing#49 by @tuidan in #50
• Finish debug Denstream by @GabrielWuNR in #53
• #56 by @ShuhaoZhangTony in #57
• Add time measurement. Fix a bug in engine (critical). by @ShuhaoZhangTony in #59
• bugs_Time_Interval by @GabrielWuNR in #62
• finish DBStream by @GabrielWuNR in #66
• EDM by @tuidan in #64
• Evaluation wx by @tuidan in #70
• purity wx by @tuidan in #71
• Create Outlier detecton directory in include folder by @GabrielWuNR in #72
• pull request from DataSource-yzh to main by @zhonghao-yang in #74
• Fix timer by @GabrielWuNR in #75
• ConnectedBased_wzy by @GabrielWuNR in #76
• Dstream finish by @GabrielWuNR in #79
• Benchmark modify wzy by @ShuhaoZhangTony in #80
• Synthetic by @tuidan in #82
• feat(sigmod23): general stream clustering algorithm & benchmark by @wzru in #174
• Update README.md by @tuidan in #176
• Update README.md by @ShuhaoZhangTony in #179
• feat: sklearn style python api by @wzru in #180
• feat(ci): python wheels build by @wzru in #181
• ci: release to pypi by @wzru in #182

New Contributors

• @ShuhaoZhangTony made their first contribution in #21
• @zhonghao-yang made their first contribution in #74

Full Changelog: https://github.com/intellistream/Sesame/commits/v0.1.0

SIGMOD 2023

[SIGMOD'23] Xin Wang and Zhengru Wang and Zhenyu Wu and Shuhao Zhang and Xuanhua Shi and Li Lu. Data Stream Clustering: An In-depth Empirical Study, SIGMOD, 2023