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ICML
2003
IEEE
14 years 7 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
12 years 6 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»
13 years 8 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»
13 years 11 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
14 years 23 days 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