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Russel Pears

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.SE2
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedSynthetic Minority Over-sampling TEchnique(SMOTE) for Predicting Software Build Outcomes

25 citations · 28 across the 4 of their papers we have counts for

collaborators

4 papers

cs.IR2014

Improving web search using contextual retrieval

Dilip K. Limbu, Andy M. Connor, Russel Pears +1

Contextual retrieval is a critical technique for today's search engines in terms of facilitating queries and returning relevant information. This paper reports on the development a…

cs.SE2014

Mining Software Metrics from Jazz

Jacqui Finlay, Andy M. Connor, Russel Pears

In this paper, we describe the extraction of source code metrics from the Jazz repository and the application of data mining techniques to identify the most useful of those metrics…

cs.SE2014★ 25 cited

Synthetic Minority Over-sampling TEchnique(SMOTE) for Predicting Software Build Outcomes

Russel Pears, Jacqui Finlay, Andy M. Connor

In this research we use a data stream approach to mining data and construct Decision Tree models that predict software build outcomes in terms of software metrics that are derived…

cs.LG2014★ 3 cited

Mining Recurrent Concepts in Data Streams using the Discrete Fourier Transform

Sakthithasan Sripirakas, Russel Pears

In this research we address the problem of capturing recurring concepts in a data stream environment. Recurrence capture enables the re-use of previously learned classifiers withou…

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