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DIAGRAMS
2004
Springer
15 years 3 months 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...
CAV
2010
Springer
161views Hardware» more  CAV 2010»
15 years 1 months ago
Directed Proof Generation for Machine Code
We present the algorithms used in MCVETO (Machine-Code VErification TOol), a tool to check whether a stripped machinecode program satisfies a safety property. The verification p...
Aditya V. Thakur, Junghee Lim, Akash Lal, Amanda B...
CHES
2011
Springer
240views Cryptology» more  CHES 2011»
13 years 9 months ago
Lightweight and Secure PUF Key Storage Using Limits of Machine Learning
A lightweight and secure key storage scheme using silicon Physical Unclonable Functions (PUFs) is described. To derive stable PUF bits from chip manufacturing variations, a lightwe...
Meng-Day (Mandel) Yu, David M'Raïhi, Richard ...
CIDR
2003
150views Algorithms» more  CIDR 2003»
14 years 11 months ago
The Database Machine: Old Story, New Slant?
Current database management system technology is not well equipped to provide adequate support for what has been deemed the 3rd wave of computing -- Ubiquitous Computing. Such app...
Julie A. McCann
IJCAI
1997
14 years 11 months ago
Machine Learning Techniques to Make Computers Easier to Use
Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
Hiroshi Motoda, Kenichi Yoshida