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» Experimental research in evolutionary computation
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UAI
2003
15 years 7 months ago
Locally Weighted Naive Bayes
Despite its simplicity, the naive Bayes classifier has surprised machine learning researchers by exhibiting good performance on a variety of learning problems. Encouraged by thes...
Eibe Frank, Mark Hall, Bernhard Pfahringer
SIGMOD
2008
ACM
98views Database» more  SIGMOD 2008»
15 years 6 months ago
Scaleability and immortality
James Nicholas Gray's understanding and experimentation gave him a special perspective. From 1995 his commitment was building indefinitely scalable tools by working on really...
Gordon Bell
ARC
2011
Springer
220views Hardware» more  ARC 2011»
15 years 1 months ago
From Plasma to BeeFarm: Design Experience of an FPGA-Based Multicore Prototype
Abstract. In this paper, we take a MIPS-based open-source uniprocessor soft core, Plasma, and extend it to obtain the Beefarm infrastructure for FPGA-based multiprocessor emulation...
Nehir Sönmez, Oriol Arcas, Gokhan Sayilar, Os...
PAMI
2011
15 years 1 months ago
Product Quantization for Nearest Neighbor Search
— This paper introduces a product quantization based approach for approximate nearest neighbor search. The idea is to decomposes the space into a Cartesian product of low dimensi...
Hervé Jégou, Matthijs Douze, Cordeli...
ESCIENCE
2007
IEEE
16 years 25 days ago
Binary Data Transfer Performance over High-Latency Networks Using Web Service Attachments
One of the objectives of e-Research is to help scientists to accomplish their research, including scientific experiments, more effectively and efficiently. Web services provide ...
Donglai Zhang, Paul D. Coddington, Andrew L. Wende...