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DIAGRAMS
2004
Springer
14 years 1 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»
13 years 11 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»
12 years 7 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»
13 years 9 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
13 years 9 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