Sciweavers

2058 search results - page 144 / 412
» Trajectory pattern mining
Sort
View
ADMA
2010
Springer
264views Data Mining» more  ADMA 2010»
15 years 3 months ago
Frequent Pattern Trend Analysis in Social Networks
Abstract. This paper describes an approach to identifying and comparing frequent pattern trends in social networks. A frequent pattern trend is defined as a sequence of time-stampe...
Puteri N. E. Nohuddin, Rob Christley, Frans Coenen...
KDD
2002
ACM
125views Data Mining» more  KDD 2002»
16 years 5 months ago
Pattern discovery in sequences under a Markov assumption
In this paper we investigate the general problem of discovering recurrent patterns that are embedded in categorical sequences. An important real-world problem of this nature is mo...
Darya Chudova, Padhraic Smyth
155
Voted
PAKDD
2004
ACM
127views Data Mining» more  PAKDD 2004»
15 years 10 months ago
Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance
In many cases, normal uses of a system form patterns that will repeat. The most common patterns can be collected into a prediction model which will essentially predict that usage p...
Benjamin Rutt, Srinivasan Parthasarathy
127
Voted
KDD
1998
ACM
118views Data Mining» more  KDD 1998»
15 years 9 months ago
A Belief-Driven Method for Discovering Unexpected Patterns
Several pattern discovery methods proposed in the data mining literature have the drawbacks that they discover too many obvious or irrelevant patterns and that they do not leverag...
Balaji Padmanabhan, Alexander Tuzhilin
166
Voted
KDD
2006
ACM
147views Data Mining» more  KDD 2006»
16 years 5 months ago
Summarizing itemset patterns using probabilistic models
In this paper, we propose a novel probabilistic approach to summarize frequent itemset patterns. Such techniques are useful for summarization, post-processing, and end-user interp...
Chao Wang, Srinivasan Parthasarathy