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» Towards Automated Synthesis of Data Mining Programs
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87
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CLOUD
2010
ACM
15 years 4 months ago
Towards automatic optimization of MapReduce programs
Timely and cost-effective processing of large datasets has become a critical ingredient for the success of many academic, government, and industrial organizations. The combination...
Shivnath Babu
173
Voted
POPL
2002
ACM
15 years 12 months ago
Mining specifications
Program verification is a promising approach to improving program quality, because it can search all possible program executions for specific errors. However, the need to formally...
Glenn Ammons, James R. Larus, Rastislav Bodí...
93
Voted
DAC
2008
ACM
16 years 19 days ago
Daedalus: toward composable multimedia MP-SoC design
Daedalus is a system-level design flow for the design of multiprocessor system-on-chip (MP-SoC) based embedded multimedia systems. It offers a fully integrated tool-flow in which ...
Hristo Nikolov, Mark Thompson, Todor Stefanov, And...
GECCO
2007
Springer
172views Optimization» more  GECCO 2007»
15 years 5 months ago
Improving the human readability of features constructed by genetic programming
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
Matthew Smith, Larry Bull
ICDM
2010
IEEE
152views Data Mining» more  ICDM 2010»
14 years 9 months ago
Reviewer Profiling Using Sparse Matrix Regression
Thousands of scientific conferences happen every year, and each involves a laborious scientific peer review process conducted by one or more busy scientists serving as Technical/Sc...
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos...