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ICML
2003
IEEE
15 years 10 months ago
Kernel PLS-SVC for Linear and Nonlinear Classification
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
Roman Rosipal, Leonard J. Trejo, Bryan Matthews
ICCV
2011
IEEE
13 years 9 months ago
Semantic Contours from Inverse Detectors
We study the challenging problem of localizing and classifying category-specific object contours in real world images. For this purpose, we present a simple yet effective method ...
Bharath Hariharan, Pablo Arbelaez, Lubomir Bourdev...
LREC
2010
128views Education» more  LREC 2010»
14 years 11 months ago
Annotating the Enron Email Corpus with Number Senses
The Enron Email Corpus provides "Real World" text in the business email domain, which is a target domain for many speech and language applications. We present a section ...
Stuart Moore, Sabine Buchholz, Anna Korhonen
IDEAS
1999
IEEE
123views Database» more  IDEAS 1999»
15 years 2 months ago
Improving OLAP Performance by Multidimensional Hierarchical Clustering
Data-warehousing applications cope with enormous data sets in the range of Gigabytes and Terabytes. Queries usually either select a very small set of this data or perform aggregat...
Volker Markl, Frank Ramsak, Rudolf Bayer
IAT
2006
IEEE
15 years 3 months ago
Engaging in a Conversation with Synthetic Agents along the Virtuality Continuum
Abstract During the last decade research groups as well as a number of commercial software developers have started to deploy embodied conversational characters in the user interfac...
Elisabeth André