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109
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AI
2005
Springer
15 years 10 days ago
Fast Protein Superfamily Classification Using Principal Component Null Space Analysis
Abstract. The protein family classification problem, which consists of determining the family memberships of given unknown protein sequences, is very important for a biologist for ...
Leon French, Alioune Ngom, Luis Rueda
80
Voted
FLAIRS
2001
15 years 1 months ago
Current Level of Mission Control Automation at NASA Goddard Space Flight Center
NASAis particularly concerned with reducing mission operations costs through increased automation. Specifically, NASAhas been studying the use of Artificial Intelligence (AI) to f...
Lori Maks, Julie Breed, Michael Rackley
75
Voted
AI
2005
Springer
15 years 6 months ago
Real-Time Decision Making for Large POMDPs
Abstract. In this paper, we introduce an approach called RTBSS (RealTime Belief Space Search) for real-time decision making in large POMDPs. The approach is based on a look-ahead s...
Sébastien Paquet, Ludovic Tobin, Brahim Cha...
AI
2004
Springer
15 years 10 days ago
Version spaces and the consistency problem
A version space is a collection of concepts consistent with a given set of positive and negative examples. Mitchell [Mit82] proposed representing a version space by its boundary s...
Haym Hirsh, Nina Mishra, Leonard Pitt
113
Voted
AAAI
2008
15 years 2 months ago
An Integrated Agent for Playing Real-Time Strategy Games
We present a real-time strategy (RTS) game AI agent that integrates multiple specialist components to play a complete game. Based on an analysis of how skilled human players conce...
Josh McCoy, Michael Mateas