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IJON
2008
156views more  IJON 2008»
14 years 12 months ago
Structural identifiability of generalized constraint neural network models for nonlinear regression
Identifiability becomes an essential requirement for learning machines when the models contain physically interpretable parameters. This paper presents two approaches to examining...
Shuang-Hong Yang, Bao-Gang Hu, Paul-Henry Courn&eg...
CVPR
2008
IEEE
16 years 1 months ago
Image decomposition into structure and texture subcomponents with multifrequency modulation constraints
Texture information in images is coupled with geometric macrostructures and piecewise-smooth intensity variations. Decomposing an image f into a geometric structure component u an...
Georgios Evangelopoulos, Petros Maragos
ACSAC
2007
IEEE
15 years 6 months ago
Automated Security Debugging Using Program Structural Constraints
Understanding security bugs in a vulnerable program is a non-trivial task, even if the target program is known to be vulnerable. Though there exist debugging tools that facilitate...
Chongkyung Kil, Emre Can Sezer, Peng Ning, Xiaolan...
CADE
2004
Springer
16 years 4 days ago
Decision Procedures for Recursive Data Structures with Integer Constraints
This paper is concerned with the integration of recursive data structures with Presburger arithmetic. The integrated theory includes a length function on data structures, thus prov...
Ting Zhang, Henny B. Sipma, Zohar Manna
ICST
2011
IEEE
14 years 3 months ago
Constraint-Based Program Debugging Using Data Structure Repair
—Developers have used data structure repair over the last few decades as an effective means to recover on-the-fly from errors in program state. Traditional repair techniques wer...
Muhammad Zubair Malik, Junaid Haroon Siddiqui, Sar...