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» Fast algorithms for time series mining
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KDD
2009
ACM
168views Data Mining» more  KDD 2009»
15 years 11 months ago
Sustainable operation and management of data center chillers using temporal data mining
Motivation: Data centers are a critical component of modern IT infrastructure but are also among the worst environmental offenders through their increasing energy usage and the re...
Debprakash Patnaik, Manish Marwah, Ratnesh K. Shar...
VLSID
2002
IEEE
107views VLSI» more  VLSID 2002»
15 years 10 months ago
Automatic Model Refinement for Fast Architecture Exploration
We present a methodology and algorithms for automatic refinement from a given design specification to an architecture model based on decisions in architecture exploration. An arch...
Junyu Peng, Samar Abdi, Daniel Gajski
ICDM
2009
IEEE
168views Data Mining» more  ICDM 2009»
15 years 5 months ago
Bi-relational Network Analysis Using a Fast Random Walk with Restart
—Identification of nodes relevant to a given node in a relational network is a basic problem in network analysis with great practical importance. Most existing network analysis ...
Jing Xia, Doina Caragea, William H. Hsu
KDD
2005
ACM
127views Data Mining» more  KDD 2005»
15 years 10 months ago
Detection of emerging space-time clusters
We propose a new class of spatio-temporal cluster detection methods designed for the rapid detection of emerging space-time clusters. We focus on the motivating application of pro...
Daniel B. Neill, Andrew W. Moore, Maheshkumar Sabh...
SDM
2010
SIAM
195views Data Mining» more  SDM 2010»
14 years 11 months ago
MACH: Fast Randomized Tensor Decompositions
Tensors naturally model many real world processes which generate multi-aspect data. Such processes appear in many different research disciplines, e.g, chemometrics, computer visio...
Charalampos E. Tsourakakis