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» Efficiently Mining Long Patterns from Databases
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141
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KDD
1997
ACM
213views Data Mining» more  KDD 1997»
15 years 6 months ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
DAWAK
2005
Springer
15 years 8 months ago
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases
Data mining and machine learning must confront the problem of pattern maintenance because data updating is a fundamental operation in data management. Most existing data-mining alg...
Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Z...
216
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ICDE
2007
IEEE
133views Database» more  ICDE 2007»
16 years 3 months ago
Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining
One very important application in the data mining domain is frequent pattern mining. Various authors have worked on improving the efficiency of this computation, mostly focusing o...
Mingliang Wei, Changhao Jiang, Marc Snir
79
Voted
JISE
2011
66views more  JISE 2011»
14 years 9 months ago
An Efficient Frequent Pattern Mining Method and its Parallelization in Transactional Databases
Seyyed Mostafa Fakhrahmad, Gh. Dastghaibyfard
121
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CORR
2010
Springer
132views Education» more  CORR 2010»
15 years 2 months ago
ETP-Mine: An Efficient Method for Mining Transitional Patterns
A Transaction database contains a set of transactions along with items and their associated timestamps. Transitional patterns are the patterns which specify the dynamic behavior o...
B. Kiran Kumar