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» Termination Analysis with Algorithmic Learning
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187
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RECOMB
2004
Springer
16 years 4 months ago
Modeling and Analysis of Heterogeneous Regulation in Biological Networks
Abstract. In this study we propose a novel model for the representation of biological networks and provide algorithms for learning model parameters from experimental data. Our appr...
Irit Gat-Viks, Amos Tanay, Ron Shamir
140
Voted
FUIN
2010
114views more  FUIN 2010»
14 years 10 months ago
Feature Selection via Maximizing Fuzzy Dependency
Feature selection is an important preprocessing step in pattern analysis and machine learning. The key issue in feature selection is to evaluate quality of candidate features. In t...
Qinghua Hu, Pengfei Zhu, Jinfu Liu, Yongbin Yang, ...
223
Voted
POPL
2006
ACM
16 years 4 months ago
A logic for information flow in object-oriented programs
This paper specifies, via a Hoare-like logic, an interprocedural and flow sensitive (but termination insensitive) information flow analysis for object-oriented programs. Pointer a...
Torben Amtoft, Sruthi Bandhakavi, Anindya Banerjee
133
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GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
15 years 10 months ago
On the behavioral diversity of random programs
Generating a random sampling of program trees with specified function and terminal sets is the initial step of many program evolution systems. I present a theoretical and experim...
Moshe Looks
145
Voted
PPDP
2005
Springer
15 years 9 months ago
Self-tuning resource aware specialisation for prolog
The paper develops a self-tuning resource aware partial evaluation technique for Prolog programs, which derives its own control strategies tuned for the underlying computer archit...
Stephen-John Craig, Michael Leuschel