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NIPS
2008
13 years 8 months ago
Diffeomorphic Dimensionality Reduction
This paper introduces a new approach to constructing meaningful lower dimensional representations of sets of data points. We argue that constraining the mapping between the high a...
Christian Walder, Bernhard Schölkopf
TKDE
2011
332views more  TKDE 2011»
13 years 2 months ago
Adaptive Cluster Distance Bounding for High-Dimensional Indexing
—We consider approaches for similarity search in correlated, high-dimensional data-sets, which are derived within a clustering framework. We note that indexing by “vector appro...
Sharadh Ramaswamy, Kenneth Rose
EURONGI
2005
Springer
14 years 27 days ago
A Low Computation Cost Algorithm to Solve Cellular Systems with Retrials Accurately
Abstract. This paper proposes an approximate methodology for solving Markov models that compete for limited resources and retry when access fails, like those arising in mobile cell...
Maria José Doménech-Benlloch, Jos&ea...
ADC
2003
Springer
123views Database» more  ADC 2003»
14 years 18 days ago
A Distance-Based Packing Method for High Dimensional Data
Minkowski-sum cost model indicates that balanced data partitioning is not beneficial for high dimensional data. Thus we study several unbalanced partitioning methods and propose ...
Tae-wan Kim, Ki-Joune Li
ITC
2003
IEEE
158views Hardware» more  ITC 2003»
14 years 19 days ago
Extraction Error Diagnosis and Correction in High-Performance Designs
Test model generation is crucial in the test generation process of a high-performance design targeted for large volume production. A key process in test model generation requires ...
Yu-Shen Yang, Jiang Brandon Liu, Paul J. Thadikara...