Searching for authors named "Christos Tjortjis" – sorted by Relevance.
5 documents found, showing 1 through 5.
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Data Mining Source Code to Facilitate Program Comprehension: Experiments on Clustering Data Retrieved from C
- …This paper presents ongoing work on using data mining to discover knowledge about software systems thus facilitating program comprehension. We discuss how this work fits in the context of tool supported maintenance and comprehension and report on applying a new methodology on C++ programs. The overa…
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Clustering Data Retrieved from Java Source Code to Support Software Maintenance: A Case Study
- …Data mining is a technology recently used in support of software maintenance in various contexts. Our works focuses on achieving a high level understanding of Java systems without prior familiarity with these. Our thesis is that system structure and interrelationships, as well as similarities among …
- Cited by 1 (0 self) – Add To MetaCart
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Expert Maintainers’ Strategies and Needs when Understanding Software: A Qualitative Empirical Study
- …Accelerating the learning curve of software maintainers working on systems with which they have little familiarity motivated this study. A working hypothesis was that automated methods are needed to provide a fast, rough grasp of a system, to enable practitioners not familiar with it, to commence ma…
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An Approach to Text Mining using Information Extraction
- …In this paper we describe our approach to Text Mining by introducing TextMiner. We perform term and event extraction on each document to find features that are likely to have meaning in the domain, and then apply mining on the extracted features labelling each document. The system consists of two ma…
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Towards Healthy Association Rule Mining (HARM): A Fuzzy Quantitative Approach
- …Abstract. Association Rule Mining (ARM) is a popular data mining technique that has been used to determine customer buying patterns. Although improving performance and efficiency of various ARM algorithms is important, determining Healthy Buying Patterns (HBP) from customer transactions and associat…
- Cited by 3 (3 self) – Add To MetaCart
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