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AAAI
2000
15 years 1 months ago
Restricted Bayes Optimal Classifiers
We introduce the notion of restricted Bayes optimal classifiers. These classifiers attempt to combine the flexibility of the generative approach to classification with the high ac...
Simon Tong, Daphne Koller
AIPS
2000
15 years 1 months ago
Mixed-Initiative Resource Management: The AMC Barrel Allocator
In this paper, we describe the Barrel Allocator, a scheduling tool developed for day-to-day allocation and management of airlift and tanker resources at the USAF Air Mobility Comm...
Marcel A. Becker, Stephen F. Smith
AAAI
1997
15 years 1 months ago
Case-Based Similarity Assessment: Estimating Adaptability from Experience
Case-based problem-solving systems rely on similarity assessment to select stored cases whose solutions are easily adaptable to t current problems. However, widely-used similarity...
David B. Leake, Andrew Kinley, David C. Wilson
AAAI
1996
15 years 1 months ago
Is "Early Commitment" in Plan Generation Ever a Good Idea?
Partial-Order Causal Link planners typically take a "least-commitment" approach to some decisions (notably, step ordering), postponing those decisions until constraints ...
David Joslin, Martha E. Pollack
AAAI
1996
15 years 1 months ago
Planning to Gather Information
We describe Occam, a query planning algorithm that determines the best way to integrate data from dierent sources. As input, Occam takes a library of site descriptions and a user ...
Chung T. Kwok, Daniel S. Weld