| Presentation | 2013-11-29 In this paper, we study on-line algorithms for mining a various kinds of frequent data on data stream. Koji IWANUMA, Yoshitaka YAMAMOTO, Shuji ITO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Firstly, we give a brief survey the state-of-art online data mining algorithms for stream data. Secondly, we show a novel efficient on-line algorithm for extracting frequent subsequences from a multiple-data stream. This algorithm solves the important problem that a large amount of memories are suddenly consumed when bursty arrivals occurs in a data stream. The proposed on-line algorithm can limit the available memory to a given fixed space. The proposed algorithm have no false negatives under some conditions, and also have some other properties such as robustness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | stream data / data mining / frequent data / on-line algorithm / sequential mining |
| Paper # | AI2013-33 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2013/11/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | In this paper, we study on-line algorithms for mining a various kinds of frequent data on data stream. |
| Sub Title (in English) | |
| Keyword(1) | stream data |
| Keyword(2) | data mining |
| Keyword(3) | frequent data |
| Keyword(4) | on-line algorithm |
| Keyword(5) | sequential mining |
| 1st Author's Name | Koji IWANUMA |
| 1st Author's Affiliation | University of Yamanashi() |
| 2nd Author's Name | Yoshitaka YAMAMOTO |
| 2nd Author's Affiliation | University of Yamanashi |
| 3rd Author's Name | Shuji ITO |
| 3rd Author's Affiliation | University of Yamanashi |
| Date | 2013-11-29 |
| Paper # | AI2013-33 |
| Volume (vol) | vol.113 |
| Number (no) | 332 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |