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ECML
2007
Springer
16 years 21 days ago
Optimizing Feature Sets for Structured Data
Choosing a suitable feature representation for structured data is a non-trivial task due to the vast number of potential candidates. Ideally, one would like to pick a small, but in...
Ulrich Rückert, Stefan Kramer
ITCC
2005
IEEE
16 years 3 days ago
A Scalable Generative Topographic Mapping for Sparse Data Sequences
We propose a novel, computationally efficient generative topographic model for inferring low dimensional representations of high dimensional data sets, designed to exploit data s...
Ata Kabán
IFIP7
2001
Springer
137views Optimization» more  IFIP7 2001»
15 years 11 months ago
Data Mining via Support Vector Machines
Support vector machines (SVMs) have played a key role in broad classes of problems arising in various fields. Much more recently, SVMs have become the tool of choice for problems...
Olvi L. Mangasarian
SIGMOD
1993
ACM
140views Database» more  SIGMOD 1993»
15 years 10 months ago
Second-Order Signature: A Tool for Specifying Data Models, Query Processing, and Optimization
Abstract: We propose a framework for the specification of extensible database systems. A particular goal is to implement a software component for parsing and rule-based optimizatio...
Ralf Hartmut Güting
POS
2000
Springer
15 years 10 months ago
Hyper-Code Revisited: Unifying Program Source, Executable, and Data
Abstract. The technique of hyper-programming allows program representations held in a persistent store to contain embedded links to persistent code and data. In 1994, Connor et al ...
Evangelos Zirintsis, Graham N. C. Kirby, Ronald Mo...