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DAM
2008
67views more  DAM 2008»
13 years 7 months ago
Extended resolution simulates binary decision diagrams
We prove that binary decision diagrams [1] can be polynomially simulated by the extended resolution rule of [2]. More precisely, for any unsatisfiable formula , there exists an ex...
Nicolas Peltier
DIAGRAMS
2004
Springer
14 years 28 days ago
Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
Christophe Mues, Bart Baesens, Craig M. Files, Jan...
ISMVL
2002
IEEE
113views Hardware» more  ISMVL 2002»
14 years 14 days ago
On the Construction of Multiple-Valued Decision Diagrams
Decision diagrams are the state-of-the-art representation for logic functions, both binary and multiple-valued. Here we consider ways to improve the construction of multiple-value...
D. Michael Miller, Rolf Drechsler
DSD
2006
IEEE
93views Hardware» more  DSD 2006»
14 years 1 months ago
High-Level Decision Diagram based Fault Models for Targeting FSMs
Recently, a number of works have been published on implementing assignment decision diagram models combined with SAT methods to address register-transfer level test pattern genera...
Jaan Raik, Raimund Ubar, Taavi Viilukas
IJCAI
2007
13 years 9 months ago
First Order Decision Diagrams for Relational MDPs
Dynamic programming algorithms provide a basic tool identifying optimal solutions in Markov Decision Processes (MDP). The paper develops a representation for decision diagrams sui...
Chenggang Wang, Saket Joshi, Roni Khardon