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» A Lesson for Software Engineering from Knowledge Engineering
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MSR
2010
ACM
15 years 12 months ago
Mining Challenge 2010: FreeBSD, GNOME Desktop and Debian/Ubuntu
Abstract—In a young field, such as Mining Software Repositories (MSR), there is always a call for benchmarks so that researchers can compare their results against others. Thus i...
Abram Hindle, Israel Herraiz, Emad Shihab, Zhen Mi...
MSR
2010
ACM
15 years 12 months ago
The evolution of ANT build systems
—Build systems are responsible for transforming static source code artifacts into executable software. While build systems play such a crucial role in software development and ma...
Shane McIntosh, Bram Adams, Ahmed E. Hassan
ML
2008
ACM
15 years 6 months ago
Inductive process modeling
In this paper, we pose a novel research problem for machine learning that involves constructing a process model from continuous data. We claim that casting learned knowledge in ter...
Will Bridewell, Pat Langley, Ljupco Todorovski, Sa...
JBI
2007
138views Bioinformatics» more  JBI 2007»
15 years 6 months ago
Towards knowledge-based gene expression data mining
ct 10 The field of gene expression data analysis has grown in the past few years from being purely data-centric to integrative, aiming at 11 complementing microarray analysis with...
Riccardo Bellazzi, Blaz Zupan
JODS
2007
102views Data Mining» more  JODS 2007»
15 years 6 months ago
Default Clustering with Conceptual Structures
This paper describes a theoretical framework for inducing knowledge from incomplete data sets. The general framework can be used with any formalism based on a lattice structure. It...
Julien Velcin, Jean-Gabriel Ganascia