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» A Data Analysis Method for Software Performance Prediction
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EMSOFT
2009
Springer
15 years 10 months ago
Probabilistic modeling of data cache behavior
In this paper, we propose a formal analysis approach to estimate the expected (average) data cache access time of an application across all possible program inputs. Towards this g...
Vinayak Puranik, Tulika Mitra, Y. N. Srikant
CMMR
2009
Springer
190views Music» more  CMMR 2009»
15 years 7 months ago
Algorithms for an Automatic Transcription of Live Music Performances into Symbolic Format
This paper addresses the problem of the real-time automatic transcription of a live music performance into a symbolic format. The source data are given by any music instrument or o...
Stefano Baldan, Luca A. Ludovico, Davide A. Mauro
ACMSE
2007
ACM
15 years 7 months ago
Change propagations in the maintenance of kernel-based software with a study on Linux
As a software system evolves to accommodate new features and repair bugs, changes are needed. Software components are interdependent, changes made to one component can require cha...
Liguo Yu, Srini Ramaswamy
157
Voted
GECCO
2004
Springer
160views Optimization» more  GECCO 2004»
15 years 9 months ago
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
The ability to predict the quality of a software object can be viewed as a classification problem, where software metrics are the features and expert quality rankings the class lab...
Rodrigo A. Vivanco, Nicolino J. Pizzi
137
Voted
NCA
2007
IEEE
15 years 3 months ago
Handling of incomplete data sets using ICA and SOM in data mining
Based on independent component analysis (ICA) and self-organizing maps (SOM), this paper proposes an ISOM-DH model for the incomplete data’s handling in data mining. Under these ...
Hongyi Peng, Siming Zhu