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JUCS
2008
107views more  JUCS 2008»
14 years 11 months ago
Metaclasses and Zoning Mechanism Applied to Handwriting Recognition
: The contribution of this paper is twofold. First we investigate the use of the confusion matrices in order to get some insight to better define perceptual zoning for character re...
Cinthia Obladen de Almendra Freitas, Luiz S. Olive...
SIGIR
2011
ACM
14 years 2 months ago
Parameterized concept weighting in verbose queries
The majority of the current information retrieval models weight the query concepts (e.g., terms or phrases) in an unsupervised manner, based solely on the collection statistics. I...
Michael Bendersky, Donald Metzler, W. Bruce Croft
ML
2011
ACM
308views Machine Learning» more  ML 2011»
14 years 6 months ago
Relational information gain
Abstract. Type Extension Trees (TET) have been recently introduced as an expressive representation language allowing to encode complex combinatorial features of relational entities...
Marco Lippi, Manfred Jaeger, Paolo Frasconi, Andre...
IPPS
2006
IEEE
15 years 5 months ago
Platform-based FPGA architecture: designing high-performance and low-power routing structure for realizing DSP applications
The novel design of an efficient FPGA interconnection architecture with multiple Switch Boxes (SB) and hardwired connections for realizing data intensive applications (i.e. DSP ap...
Kostas Siozios, Konstantinos Tatas, Dimitrios Soud...
SDM
2008
SIAM
165views Data Mining» more  SDM 2008»
15 years 1 months ago
On the Dangers of Cross-Validation. An Experimental Evaluation
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
R. Bharat Rao, Glenn Fung