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110
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ASAP
1995
IEEE
145views Hardware» more  ASAP 1995»
15 years 4 months ago
An array processor for inner product computations using a Fermat number ALU
This paper explores an architecture for parallel independent computations of inner products over the direct product ring . The structure is based on the polynomial mapping of the ...
Wenzhe Luo, Graham A. Jullien, Neil M. Wigley, Wil...
116
Voted
JMLR
2010
206views more  JMLR 2010»
14 years 7 months ago
Learning Translation Invariant Kernels for Classification
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
Sayed Kamaledin Ghiasi Shirazi, Reza Safabakhsh, M...
JPDC
2006
148views more  JPDC 2006»
15 years 16 days ago
Efficient algorithm for placing a given number of base stations to cover a convex region
In the context of mobile communication, an efficient algorithm for the base-station placement problem is developed in this paper. The objective is to place a given number of base-...
Gautam K. Das, Sandip Das, Subhas C. Nandy, Bhaban...
BMCBI
2008
228views more  BMCBI 2008»
15 years 21 days ago
Adaptive diffusion kernel learning from biological networks for protein function prediction
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
Liang Sun, Shuiwang Ji, Jieping Ye
122
Voted
DMIN
2010
262views Data Mining» more  DMIN 2010»
14 years 10 months ago
SMO-Style Algorithms for Learning Using Privileged Information
Recently Vapnik et al. [11, 12, 13] introduced a new learning model, called Learning Using Privileged Information (LUPI). In this model, along with standard training data, the tea...
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vl...