| Presentation | 2020-10-22 ［招待講演］統計的に有意な相互作用探索 , |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | I will introduce significant pattern mining techniques that are designed to find statistically significant interactions between variables with rigorously controlling false positive rate. Based on Tarone's seminal multiple testing correction method, we can perform significant pattern mining for not only traditional targets such as binary and graph data but continuous data and data with categorical covariates. I will review such recent advances of significant pattern mining. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | pattern mining / statistical significance / variable interaction / multiple testing correction |
| Paper # | IBISML2020-28 |
| Date of Issue | 2020-10-13 (IBISML) |
| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2020/10/20(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Organized Sessions on Frontiers of Machine Learning and General Sessions |
| Chair | Ichiro Takeuchi(Nagoya Inst. of Tech.) |
| Vice Chair | Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Masashi Sugiyama(AIST) / Koji Tsuda(NTT) |
| Assistant | Atsuyoshi Nakamura(Hokkaido Univ.) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Infomation-Based Induction Sciences and Machine Learning |
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| Language | JPN-ONLY |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | |
| Sub Title (in English) | |
| Keyword(1) | pattern mining |
| Keyword(2) | statistical significance |
| Keyword(3) | variable interaction |
| Keyword(4) | multiple testing correction |
| 1st Author's Name | |
| 1st Author's Affiliation | *(*) |
| Date | 2020-10-22 |
| Paper # | IBISML2020-28 |
| Volume (vol) | vol.120 |
| Number (no) | IBISML-195 |
| Page | pp.pp.47-47(IBISML), |
| #Pages | 1 |
| Date of Issue | 2020-10-13 (IBISML) |