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172
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ICPR
2008
IEEE
16 years 1 months ago
Incremental clustering via nonnegative matrix factorization
Nonnegative matrix factorization (NMF) has been shown to be an efficient clustering tool. However, NMF`s batch nature necessitates recomputation of whole basis set for new samples...
Serhat Selcuk Bucak, Bilge Günsel
165
Voted
IPPS
2006
IEEE
16 years 27 days ago
On the performance of parallel normalized explicit preconditioned conjugate gradient type methods
A new class of parallel normalized preconditioned conjugate gradient type methods in conjunction with normalized approximate inverses algorithms, based on normalized approximate f...
George A. Gravvanis, Konstantinos M. Giannoutakis
189
Voted
ISCAS
2006
IEEE
112views Hardware» more  ISCAS 2006»
16 years 27 days ago
Fine-grain thermal profiling and sensor insertion for FPGAs
– Increasing logic densities and clock frequencies on FPGAs lead to rapid increase in power density, which translates to higher on-chip temperature. In this paper, we investigate...
Somsubhra Mondal, Rajarshi Mukherjee, Seda Ogrenci...
163
Voted
DATE
2003
IEEE
132views Hardware» more  DATE 2003»
16 years 5 days ago
Scheduling and Timing Analysis of HW/SW On-Chip Communication in MP SoC Design
On-chip communication design includes designing software (SW) parts (operating system, device drivers, interrupt service routines, etc.) as well as hardware (HW) parts (on-chip co...
Youngchul Cho, Ganghee Lee, Sungjoo Yoo, Kiyoung C...
IPPS
1999
IEEE
15 years 11 months ago
Parallel Out-of-Core Divide-and-Conquer Techniques with Application to Classification Trees
Classification is an important problem in the field of data mining. Construction of good classifiers is computationally intensive and offers plenty of scope for parallelization. D...
Mahesh K. Sreenivas, Khaled Alsabti, Sanjay Ranka