54 search results - page 2 / 11 » Discovering Frequent Episodes in Sequences of Complex Events |
MDAI
2007
Springer
14 years 3 months ago
2007
Springer
In this paper, we introduce a diamond episode of the form s1 → E → s2, where s1 and s2 are events and E is a set of events. The diamond episode s1 → E → s2 means that every...
PAKDD
2010
ACM
13 years 11 months ago
2010
ACM
Recent studies have proposed different methods for mining frequent episodes. In this work, we study the problem of mining closed episodes based on minimal occurrences. We study the...
KDD
2012
ACM
12 years 6 days ago
2012
ACM
An ideal outcome of pattern mining is a small set of informative patterns, containing no redundancy or noise, that identifies the key structure of the data at hand. Standard freq...
IDA
2009
Springer
14 years 4 months ago
2009
Springer
Abstract. This work aims to improve an existing time series forecasting algorithm –LBF– by the application of frequent episodes techniques as a complementary step to the model....
KDD
2008
ACM
14 years 10 months ago
2008
ACM
This paper presents a new algorithm for sequence prediction over long categorical event streams. The input to the algorithm is a set of target event types whose occurrences we wis...