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ICML
2005
IEEE
14 years 11 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
14 years 2 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...
IWPC
1996
IEEE
14 years 2 months ago
Extracting Business Rules from Source Code
This paper reviews the state of the art on application knowledge acquisiton from existing software systems and defines the role of business rules. It then goes on to present a met...
Harry M. Sneed, Katalin Erdös
NIPS
2000
13 years 11 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
ICPR
2004
IEEE
14 years 11 months ago
An Image Watermarking Scheme using HVS Characteristics and Spread Transform
The paper presents a robust digital image watermarking scheme that uses both the characteristics of the human visual system (HVS) and statistical information measure. Spread trans...
Malay Kumar Kundu, Santi P. Maity