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NIPS
1996
13 years 9 months ago
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
In pattern recognition, statistical modeling, or regression, the amount of data is a critical factor affecting the performance. If the amount of data and computational resources ar...
Patrice Simard, Yann LeCun, John S. Denker, Bernar...
WWW
2007
ACM
14 years 8 months ago
Altering document term vectors for classification: ontologies as expectations of co-occurrence
In this paper we extend the state-of-the-art in utilizing background knowledge for supervised classification by exploiting the semantic relationships between terms explicated in O...
Meenakshi Nagarajan, Amit P. Sheth, Marcos Kawazoe...
JIIS
1998
161views more  JIIS 1998»
13 years 7 months ago
Mining Text Using Keyword Distributions
Knowledge Discovery in Databases (KDD) focuses on the computerized exploration of large amounts of data and on the discovery of interesting patterns within them. While most work on...
Ronen Feldman, Ido Dagan, Haym Hirsh
WICSA
2007
13 years 9 months ago
Constructing a Reading Guide for Software Product Audits
Architectural knowledge is reflected in various artifacts of a software product. In the case of a software product audit this architectural knowledge needs to be uncovered and it...
Remco C. de Boer, Hans van Vliet
IADIS
2003
13 years 9 months ago
Capturing Best Practices in Web Development
This paper describes capturing design experiences by applying grounded theory to pattern mining. The presented approach aims at inducing expert development knowledge and its subse...
Tanya Linden, Jacob L. Cybulski