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AAAI
2006
13 years 11 months ago
Tractable Classes of Metric Temporal Problems with Domain Rules
In this paper, we will deal with some important kinds of metric temporal reasoning problems that arise in many real-life situations. In particular, events X0, X1 . . . XN are mode...
T. K. Satish Kumar
AAAI
2006
13 years 11 months ago
Efficient L1 Regularized Logistic Regression
L1 regularized logistic regression is now a workhorse of machine learning: it is widely used for many classification problems, particularly ones with many features. L1 regularized...
Su-In Lee, Honglak Lee, Pieter Abbeel, Andrew Y. N...
AAAI
2006
13 years 11 months ago
A Simple and Effective Method for Incorporating Advice into Kernel Methods
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
Richard Maclin, Jude W. Shavlik, Trevor Walker, Li...
ACL
2006
13 years 11 months ago
Simultaneous English-Japanese Spoken Language Translation Based on Incremental Dependency Parsing and Transfer
This paper proposes a method for incrementally translating English spoken language into Japanese. To realize simultaneous translation between languages with different word order, ...
Koichiro Ryu, Shigeki Matsubara, Yasuyoshi Inagaki
AIPS
2006
13 years 11 months ago
Predictive Planning for Supply Chain Management
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the intricate interactions of human representati...
David Pardoe, Peter Stone