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AI
2004
Springer
14 years 10 months ago
A selective sampling approach to active feature selection
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
Huan Liu, Hiroshi Motoda, Lei Yu
70
Voted
AI
2004
Springer
15 years 3 months ago
Intrinsic Representation: Bootstrapping Symbols from Experience
If we are to understand human-level intelligence, we need to understand how meanings can be learned without explicit instruction. I take a step toward that understanding by showing...
Stephen David Larson
ECAI
2004
Springer
15 years 3 months ago
Compilation of LTL Goal Formulas into PDDL
Abstract. Temporally extended goals are used in planning to express safety and maintenance conditions. Linear temporal logic is the language often used to express temporally extend...
Stephen Cresswell, Alexandra M. Coddington
ECAI
2004
Springer
15 years 3 months ago
Uncertain Linear Constraints
Linear constraints occur naturally in many reasoning problems and the information that they represent is often uncertain. There is a difficulty in applying many AI uncertainty for...
Nic Wilson
72
Voted
EGOV
2004
Springer
15 years 3 months ago
An International Trade Negotiation Framework for e-Government
International trade negotiations among national governments and organizations are usually arduous and complicated. We propose a framework that supports government to government neg...
Sheng Zhang, Fillia Makedon, James Ford, Calliope ...