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» Complexity of Reasoning
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149
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IAT
2009
IEEE
15 years 7 months ago
Confusion and Distance Metrics as Performance Criteria for Hierarchical Classification Spaces
When intelligent systems reason about complex problems with a large hierarchical classification space it is hard to evaluate system performance. For classification problems, differ...
Wilbert van Norden, Catholijn M. Jonker
105
Voted
UAI
2004
15 years 5 months ago
Region-Based Incremental Pruning for POMDPs
We present a major improvement to the incremental pruning algorithm for solving partially observable Markov decision processes. Our technique targets the cross-sum step of the dyn...
Zhengzhu Feng, Shlomo Zilberstein
120
Voted
HYBRID
2009
Springer
15 years 10 months ago
Decompositional Construction of Lyapunov Functions for Hybrid Systems
In this paper, we present an automatable decompositional method for the computation of Lyapunov functions for hybrid systems with complex discrete state spaces. We use graph-based ...
Jens Oehlerking, Oliver E. Theel
129
Voted
HICSS
2005
IEEE
135views Biometrics» more  HICSS 2005»
15 years 9 months ago
On Space Exploration And Human Error - A Paper on Reliability and Safety
NASA space exploration should largely address a problem class in reliability and risk management stemming primarily from human error, system risk and multi-objective trade-off ana...
David A. Maluf, Yuri Gawdiak, David G. Bell
143
Voted
CINQ
2004
Springer
182views Database» more  CINQ 2004»
15 years 7 months ago
Mining Constrained Graphs: The Case of Workflow Systems
Abstract. Constrained graphs are directed graphs describing the control flow of processes models. In such graphs, nodes represent activities involved in the process, and edges the ...
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, ...