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ICML
2005
IEEE
16 years 5 months ago
Large margin non-linear embedding
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
Alexander Zien, Joaquin Quiñonero Candela
SPIRE
2001
Springer
15 years 9 months ago
On-Line Construction of Symmetric Compact Directed Acyclic Word Graphs
The Compact Directed Acyclic Word Graph (CDAWG) is a space efficient data structure that supports indices of a string. The Symmetric Directed Acyclic Word Graph (SCDAWG) for a st...
Shunsuke Inenaga, Hiromasa Hoshino, Ayumi Shinohar...
NIPS
2000
15 years 6 months ago
Incremental and Decremental Support Vector Machine Learning
An on-line recursive algorithm for training support vector machines, one vector at a time, is presented. Adiabatic increments retain the KuhnTucker conditions on all previously se...
Gert Cauwenberghs, Tomaso Poggio
140
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WCRE
2009
IEEE
15 years 11 months ago
On the Relationship Between Change Coupling and Software Defects
Abstract—Change coupling is the implicit relationship between two or more software artifacts that have been observed to frequently change together during the evolution of a softw...
Marco D'Ambros, Michele Lanza, Romain Robbes
ERLANG
2009
ACM
15 years 11 months ago
Cleaning up Erlang code is a dirty job but somebody's gotta do it
This paper describes opportunities for automatically modernizing Erlang applications, cleaning them up, eliminating certain bad smells from their code and occasionally also improv...
Thanassis Avgerinos, Konstantinos F. Sagonas