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» Mining Source Code for Structural Regularities
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MSR
2006
ACM
13 years 11 months ago
Detecting similar Java classes using tree algorithms
Similarity analysis of source code is helpful during development to provide, for instance, better support for code reuse. Consider a development environment that analyzes code whi...
Tobias Sager, Abraham Bernstein, Martin Pinzger, C...
SIGSOFT
2007
ACM
14 years 6 months ago
Recommending random walks
We improve on previous recommender systems by taking advantage of the layered structure of software. We use a random-walk approach, mimicking the more focused behavior of a develo...
Zachary M. Saul, Vladimir Filkov, Premkumar T. Dev...
HPCC
2009
Springer
13 years 10 months ago
On Instruction-Level Method for Reducing Cache Penalties in Embedded VLIW Processors
Usual cache optimisation techniques for high performance computing are difficult to apply in embedded VLIW applications. First, embedded applications are not always well structur...
Samir Ammenouche, Sid Ahmed Ali Touati, William Ja...
KDD
2009
ACM
180views Data Mining» more  KDD 2009»
13 years 10 months ago
Parallel community detection on large networks with propinquity dynamics
Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou
SDM
2011
SIAM
370views Data Mining» more  SDM 2011»
12 years 8 months ago
Sparse Latent Semantic Analysis
Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....