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» Heterogeneous reasoning in learning to model
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ICC
2007
IEEE
162views Communications» more  ICC 2007»
14 years 1 months ago
Ontology-Based Reasoning for Supporting Context-Aware Services on Autonomic Networks
- Ontology engineering has been proposed as a formal mechanism for both reducing the complexity of managing the information needed in network management and autonomic systems and f...
Jaime Martín Serrano, Joan Serrat, John Str...
ACML
2009
Springer
14 years 1 months ago
Linear Time Model Selection for Mixture of Heterogeneous Components
Abstract: Our main contribution is to propose a novel model selection methodology, expectation minimization of information criterion (EMIC). EMIC makes a significant impact on the...
Ryohei Fujimaki, Satoshi Morinaga, Michinari Momma...
CVIU
2004
132views more  CVIU 2004»
13 years 6 months ago
Layered representations for learning and inferring office activity from multiple sensory channels
We present the use of layered probabilistic representations for modeling human activities, and describe how we use the representation to do sensing, learning, and inference at mul...
Nuria Oliver, Ashutosh Garg, Eric Horvitz
CAV
2010
Springer
251views Hardware» more  CAV 2010»
13 years 10 months ago
Automated Assume-Guarantee Reasoning through Implicit Learning
Abstract. We propose a purely implicit solution to the contextual assumption generation problem in assume-guarantee reasoning. Instead of improving the L∗ algorithm — a learnin...
Yu-Fang Chen, Edmund M. Clarke, Azadeh Farzan, Min...
ICDM
2005
IEEE
118views Data Mining» more  ICDM 2005»
14 years 10 days ago
A Heterogeneous Field Matching Method for Record Linkage
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
Steven Minton, Claude Nanjo, Craig A. Knoblock, Ma...