Name
Abstract | ||
|---|---|---|
•Take morphology and shape features into account for granularity representation.•Using interval information granules to achieve system modelling.•A granular model is proposed and used in the field of anomaly detection.•Evaluation indexes are established to quantify the performance.•Greatly reduce the data volume and improve the detection performance. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.eswa.2021.115744 | Expert Systems with Applications |
Keywords | DocType | Volume |
Time series data,Anomaly detection,Interval information granules,Principle of justifiable granularity | Journal | 187 |
ISSN | Citations | PageRank |
0957-4174 | 1 | 0.35 |
References | Authors | |
0 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yanjun Zhou | 1 | 1 | 0.69 |
| HuoRong Ren | 2 | 20 | 3.69 |
| Zhi Wu Li | 3 | 470 | 38.43 |
| W. Pedrycz | 4 | 13966 | 1005.85 |