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111
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CIDM
2007
IEEE
15 years 7 months ago
Efficient Kernel-based Learning for Trees
Kernel methods are effective approaches to the modeling of structured objects in learning algorithms. Their major drawback is the typically high computational complexity of kernel ...
Fabio Aiolli, Giovanni Da San Martino, Alessandro ...
ACSC
2007
IEEE
15 years 10 months ago
Exploring Human Judgement of Digital Imagery
Statistical learning methods are commonly applied in content-based video and image retrieval. Such methods require a large number of examples which are usually obtained through a ...
Timo Volkmer, James A. Thom, Seyed M. M. Tahaghogh...
145
Voted
TPHOL
2007
IEEE
15 years 10 months ago
HOL2P - A System of Classical Higher Order Logic with Second Order Polymorphism
Abstract. This paper introduces the logical system HOL2P that extends classical higher order logic (HOL) with type operator variables and universal types. HOL2P has explicit term o...
Norbert Völker
153
Voted
IPPS
2006
IEEE
15 years 9 months ago
FPGA implementation of a license plate recognition SoC using automatically generated streaming accelerators
Modern FPGA platforms provide the hardware and software infrastructure for building a bus-based System on Chip (SoC) that meet the applications requirements. The designer can cust...
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan L...
STOC
1997
ACM
97views Algorithms» more  STOC 1997»
15 years 7 months ago
Using and Combining Predictors That Specialize
Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
Yoav Freund, Robert E. Schapire, Yoram Singer, Man...