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133
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SSDBM
2006
IEEE
167views Database» more  SSDBM 2006»
15 years 11 months ago
Exploring Data Streams with Nonparametric Estimators
A variety of real-world applications requires a meaningful online analysis of transient data streams. An important building block of many analysis tasks is the characterization of...
Christoph Heinz, Bernhard Seeger
148
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JMLR
2006
148views more  JMLR 2006»
15 years 4 months ago
Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis
Dimensionality reduction is an important pre-processing step in many applications. Linear discriminant analysis (LDA) is a classical statistical approach for supervised dimensiona...
Jieping Ye, Tao Xiong
137
Voted
FCCM
2000
IEEE
144views VLSI» more  FCCM 2000»
15 years 9 months ago
Automatic Synthesis of Data Storage and Control Structures for FPGA-Based Computing Engines
Mapping computations written in high-level programming languages to FPGA-based computing engines requires programmers to generate the datapath responsible for the core of the comp...
Pedro C. Diniz, Joonseok Park
158
Voted
NIPS
2008
15 years 6 months ago
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis
We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, includ...
Gabriele Schweikert, Christian Widmer, Bernhard Sc...
ICPR
2008
IEEE
15 years 11 months ago
Point-of-interest detection for range data
Point-of-interest detection is a way of reducing the amount of data that needs to be processed in a certain application and is widely used in 2D image analysis. In 2D image analys...
Fredrik Vikstén, Klas Nordberg, Mikael Kalm...