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ICPR
2000
IEEE
15 years 8 months ago
Two-Stage Computational Cost Reduction Algorithm Based on Mahalanobis Distance Approximations
For many pattern recognition methods, high recognition accuracy is obtained at very high expense of computational cost. In this paper, a new algorithm that reduces the computation...
Fang Sun, Shinichiro Omachi, Nei Kato, Hirotomo As...
DATE
2004
IEEE
118views Hardware» more  DATE 2004»
15 years 8 months ago
SCORE: SPICE COmpatible Reluctance Extraction
Presently, a necessary modification to mainstream analysis tools prevents the direct application of reluctance k. In this paper, we propose a reluctance realization algorithm (RRA...
Rong Jiang, Charlie Chung-Ping Chen
SSPR
2000
Springer
15 years 8 months ago
A New Approximation Method of the Quadratic Discriminant Function
Abstract. For many statistical pattern recognition methods, distributions of sample vectors are assumed to be normal, and the quadratic discriminant function derived from the proba...
Shinichiro Omachi, Fang Sun, Hirotomo Aso
HPDC
1995
IEEE
15 years 8 months ago
Disk-Directed I/O for an Out-of-Core Computation
New file systems are critical to obtain good I/O performance on large multiprocessors. Several researchers have suggested the use of collective file-system operations, in which ...
David Kotz
PLDI
1995
ACM
15 years 8 months ago
Tile Size Selection Using Cache Organization and Data Layout
When dense matrix computations are too large to fit in cache, previous research proposes tiling to reduce or eliminate capacity misses. This paper presents a new algorithm for ch...
Stephanie Coleman, Kathryn S. McKinley