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126
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ACL2
2006
ACM
15 years 8 months ago
A SAT-based procedure for verifying finite state machines in ACL2
We describe a new procedure for verifying ACL2 properties about finite state machines (FSMs) using satisfiability (SAT) solving. We present an algorithm for converting ACL2 conj...
Warren A. Hunt Jr., Erik Reeber
136
Voted
IPSN
2004
Springer
15 years 8 months ago
Distributed state representation for tracking problems in sensor networks
This paper investigates the problem of designing decentralized representations to support monitoring and inferences in sensor networks. State-space models of physical phenomena su...
Juan Liu, Maurice Chu, Jie Liu, Jim Reich, Feng Zh...
107
Voted
ECML
2006
Springer
15 years 6 months ago
PAC-Learning of Markov Models with Hidden State
The standard approach for learning Markov Models with Hidden State uses the Expectation-Maximization framework. While this approach had a significant impact on several practical ap...
Ricard Gavaldà, Philipp W. Keller, Joelle P...
122
Voted
ICASSP
2010
IEEE
15 years 2 months ago
Automatic state discovery for unstructured audio scene classification
In this paper we present a novel scheme for unstructured audio scene classification that possesses three highly desirable and powerful features: autonomy, scalability, and robust...
Julian Ramos, Sajid M. Siddiqi, Artur Dubrawski, G...
123
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CMSB
2009
Springer
15 years 9 months ago
Computing Reachable States for Nonlinear Biological Models
Abstract. In this paper we describe reachability computation for continuous and hybrid systems and its potential contribution to the process of building and debugging biological mo...
Thao Dang, Colas Le Guernic, Oded Maler