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IJCAI
2003
15 years 8 months ago
Corpus-Based Knowledge Representation
A corpus-based knowledge representation system consists of a large collection of disparate knowledge fragments or schemas, and a rich set of statistics computed over the corpus. W...
Alon Y. Halevy, Jayant Madhavan
IJCAI
2003
15 years 8 months ago
An Improved Algorithm for Optimal Bin Packing
Given a set of numbers, and a set of bins of fixed capacity, the NP-complete problem of bin packing is to find the minimum number of bins needed to contain the numbers, such that ...
Richard E. Korf
165
Voted
WSC
2004
15 years 8 months ago
Agent - Based Model of Auftragstaktik: Self Organization in Command and Control of Future Combat Forces
Agent-based modeling is a framework that allows the analysis of distributed command-by-influence using mission-type orders known for over a century as Auftragstaktik in German Arm...
Robert H. Kewley
196
Voted
NAACL
2003
15 years 8 months ago
Semantic Language Models for Topic Detection and Tracking
In this work, we present a new semantic language modeling approach to model news stories in the Topic Detection and Tracking (TDT) task. In the new approach, we build a unigram la...
Ramesh Nallapati
162
Voted
NIPS
2003
15 years 8 months ago
PAC-Bayesian Generic Chaining
There exist many different generalization error bounds for classification. Each of these bounds contains an improvement over the others for certain situations. Our goal is to com...
Jean-Yves Audibert, Olivier Bousquet