Content-Based Retrieval of Series Data
|Title||Content-Based Retrieval of Series Data|
|Publication Type||Journal Article|
|Year of Publication||2004|
|Authors||Foslien WK, Harp S, Lakshminarayan K, Mylaraswamy DA|
A graphical user interface (GUI) is used to quickly and easily find data patterns within a data sequence that match a target data pattern representing an event of interest. The user first specifies the target data pattern either by dragging a cursor over the target or by selecting the target from a palette of predefined trend patterns. Search criteria, such as a match threshold and amplitude and duration constraints, are then specified. A pattern recognition technique is then used to find data patterns within the data sequence that satisfy the search criteria. These matching data patterns are then presented to the user ranked by similarity, avoiding the need for the user to sift through large amounts of irrelevant data. Particular pattern recognition algorithms are also disclosed.