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» Mining Data Streams under Block Evolution
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SIGKDD
2002
54views more  SIGKDD 2002»
13 years 4 months ago
Mining Data Streams under Block Evolution
Venkatesh Ganti, Johannes Gehrke, Raghu Ramakrishn...
ICDM
2010
IEEE
199views Data Mining» more  ICDM 2010»
13 years 2 months ago
Addressing Concept-Evolution in Concept-Drifting Data Streams
Abstract--The problem of data stream classification is challenging because of many practical aspects associated with efficient processing and temporal behavior of the stream. Two s...
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu ...
ADMA
2007
Springer
272views Data Mining» more  ADMA 2007»
13 years 11 months ago
E-Stream: Evolution-Based Technique for Stream Clustering
Komkrit Udommanetanakit, Thanawin Rakthanmanon, Ki...
PAKDD
2007
ACM
144views Data Mining» more  PAKDD 2007»
13 years 11 months ago
Approximately Mining Recently Representative Patterns on Data Streams
Catching the recent trend of data is an important issue when mining frequent itemsets from data streams. To prevent from storing the whole transaction data within the sliding windo...
Jia-Ling Koh, Yuan-Bin Don
SDM
2009
SIAM
208views Data Mining» more  SDM 2009»
14 years 2 months ago
Topic Evolution in a Stream of Documents.
Document collections evolve over time, new topics emerge and old ones decline. At the same time, the terminology evolves as well. Much literature is devoted to topic evolution in ...
Alexander Hinneburg, Andrè Gohr, Myra Spili...