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» On the Accuracy and Running Time of GSAT
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JMLR
2002
111views more  JMLR 2002»
14 years 11 months ago
The Learning-Curve Sampling Method Applied to Model-Based Clustering
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
Christopher Meek, Bo Thiesson, David Heckerman
QRE
2008
140views more  QRE 2008»
14 years 11 months ago
Discrete mixtures of kernels for Kriging-based optimization
: Kriging-based exploration strategies often rely on a single Ordinary Kriging model which parametric covariance kernel is selected a priori or on the basis of an initial data set....
David Ginsbourger, Céline Helbert, Laurent ...
ICCD
2006
IEEE
128views Hardware» more  ICCD 2006»
15 years 8 months ago
Polaris: A System-Level Roadmap for On-Chip Interconnection Networks
Technology trends are driving parallel on-chip architectures in the form of multi-processor systems-on-a-chip (MPSoCs) and chip multi-processors (CMPs). In these systems the incre...
Vassos Soteriou, Noel Eisley, Hangsheng Wang, Bin ...
GIS
2009
ACM
16 years 23 days ago
Map-Matching for Low-Sampling-Rate GPS Trajectories
Map-matching is the process of aligning a sequence of observed user positions with the road network on a digital map. It is a fundamental pre-processing step for many applications...
Yin Lou, Chengyang Zhang, Yu Zheng, Xing Xie, Wei ...
PAKDD
2009
ACM
126views Data Mining» more  PAKDD 2009»
15 years 6 months ago
Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models
One important problem proposed recently in the field of web mining is website classification problem. The complexity together with the necessity to have accurate and fast algorit...
Majid Yazdani, Milad Eftekhar, Hassan Abolhassani