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» Abstraction and the C Machine Model
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ICCS
2007
Springer
14 years 2 months ago
Composing Different Models of Computation in Kepler and Ptolemy II
A model of computation (MoC) is a formal abstraction of execution in a computer. There is a need for composing MoCs in e-science. Kepler, which is based on Ptolemy II, is a scienti...
Antoon Goderis, Christopher Brooks, Ilkay Altintas...
HIS
2008
13 years 10 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera
ICTAI
2009
IEEE
14 years 3 months ago
EBLearn: Open-Source Energy-Based Learning in C++
Energy-based learning (EBL) is a general framework to describe supervised and unsupervised training methods for probabilistic and non-probabilistic factor graphs. An energy-based ...
Pierre Sermanet, Koray Kavukcuoglu, Yann LeCun
FDL
2004
IEEE
14 years 11 days ago
Real-Time Operating System Services for Realistic SystemC Simulation Models of Embedded Systems
gn process of embedded systems moves currently towards higher levels of abstraction. As a consequence, a need arises for an early and realistic assessment of system level design d...
P. Hastono, Stephan Klaus, Sorin A. Huss
FDL
2006
IEEE
14 years 2 months ago
Formalizing TLM with Communicating State Machines
Transaction Level Models are widely being used as high-level reference models during embedded systems development. High simulation speed and great modeling flexibility are the ma...
Bernhard Niemann, Christian Haubelt