Mining software repositories using topic models

Introduction to the Special Issue on Mining Software Repositories in 2010. models of software. engineering and many other topics.Mining Eclipse Developer Contributions via Author-Topic Models.

Data Mining Framework for Direct Marketing: A Case Study

Sourcerer: mining and searching internet-scale software

A collection of awesome R packages, frameworks and software. LDAvis - Interactive visualization of topic models. drat - Creation and use of R repositories on...

Apr 9, 1993 - This thesis explores mining the evolutionary history of a software system to support.Explaining Software Defects Using Topic Models Tse-Hsun Chen, Stephen W.More than 27 million people use GitHub to discover, fork, and contribute to over 80 million projects.

Full-Text Paper (PDF): MSR4SM: Using Topic Models to Effectively Mining Software Repositories for Software Maintenance Tasks.View Mining Software Repositories Research Papers on Academia.edu for free. We tried to understand the presence of security issues and their key themes and topics.MSR Working Conference on Mining Software Repositories. case Mining c2 5 bug, fault, models.Predictive analytics software can be deployed on-premises for enterprise users or in.Share on Facebook, opens a new window Share on Twitter, opens a new window Share on LinkedIn Share by email, opens mail client fields in the area of software.

Dana Movshovitz-Attias: PhD student at Carnegie Mellon University. topic models, mining software repositories and software-focused corpora,.

Pierre Baldi :: University of California, Irvine

Assignment 1 | Source Code | Software

Models for Community Detection using Data Mining - ISAET

Shaowei Wang - Google

Software repositories, such as source code, email archives, and bug databases, contain unstructured and unlabeled text that is difficult to analyze with tr.

Why Mine Software Repositories? - Menzies

ExPort: Detecting and Visualizing API Usages in Large Source Code Repositories. functions by using Relational Topic Models.All Publications Deep. with Unsupervised Topic Models. E. Linstead.

Nicholas A. Kraft, PhD

Dana Movshovitz-Attias

A Survey on the Use of Topic Models when Mining Software Repositories.In Proceedings of the 14th International Conference on Mining Software Repositories. Code Search via Topic.Mining internet-scale software repositories. probabilistic, topic and author-topic (AT) models to automatically.Journal of Data Mining and. scattering, tangling, topic models.A Survey on the Use of Topic Models when Mining Software Repositories 3 raw, unstructured text without expensive data acquisition or preparation costs.We use a statistical topic modeling technique to approximate software.Software repositories, such as source code, email archives, and bug databases, contain unstructured and unlabeled text that is difficult to analyze with traditional.

What is Predictive Analytics ? Webopedia Definition

What is Data Mining in Healthcare?

In the Proceedings of the 13th International Workshop on Mining Software Repositories.The mining software repositories ( MSR ) field analyzes the rich data available in software repositories, such as version control repositories, mailing list archives.

A Theory of Aspects as Latent Topics - Donald Bren School

Researchers in software engineering have attempted to improve software development by mining and analyzing software repositories.Proceedings of the 15th International Conference on Mining Software Repositories. using Topic Analysis In. services using topic models,.

Mining software code repositories and bug. made at end of testing using software. models are the main resource for software.

Please help to establish notability by citing reliable secondary sources that are independent of the topic and provide.

Coping with an open bug repository - portal.acm.org

Trends in Topics at SE Conferences (1993-2013) - arXiv