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» Fast algorithms for time series mining
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ICPP
2003
IEEE
15 years 3 months ago
Hardware-Assisted Design for Fast Packet Forwarding in Parallel Routers
A hardware-assisted design, dubbed cache-oriented multistage structure (COMS), is proposed for fast packet forwarding. COMS incorporates small on-chip cache memory in its constitu...
Nian-Feng Tzeng
ICDM
2005
IEEE
161views Data Mining» more  ICDM 2005»
15 years 3 months ago
Making Logistic Regression a Core Data Mining Tool with TR-IRLS
Binary classification is a core data mining task. For large datasets or real-time applications, desirable classifiers are accurate, fast, and need no parameter tuning. We presen...
Paul Komarek, Andrew W. Moore
SDM
2009
SIAM
170views Data Mining» more  SDM 2009»
15 years 7 months ago
Mining Complex Spatio-Temporal Sequence Patterns.
Mining sequential movement patterns describing group behaviour in potentially streaming spatio-temporal data sets is a challenging problem. Movements are typically noisy and often...
Florian Verhein
SP
2008
IEEE
159views Security Privacy» more  SP 2008»
14 years 10 months ago
Inferring neuronal network connectivity from spike data: A temporal data mining approach
Abstract. Understanding the functioning of a neural system in terms of its underlying circuitry is an important problem in neuroscience. Recent developments in electrophysiology an...
Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishn...
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KDD
2003
ACM
194views Data Mining» more  KDD 2003»
15 years 10 months ago
Finding recent frequent itemsets adaptively over online data streams
A data stream is a massive unbounded sequence of data elements continuously generated at a rapid rate. Consequently, the knowledge embedded in a data stream is more likely to be c...
Joong Hyuk Chang, Won Suk Lee