Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Fri 31 May 2019 12:00 - 12:20 at Centre-Ville - Mining Software Changes and Patterns Chair(s): Ayşe Başar

This work proposes PatchNet, an automated tool based on hierarchical deep learning for classifying patches by extracting features from log messages and code changes. PatchNet contains a deep hierarchical structure that mirrors the hierarchical and sequential structure of a code change, differentiating it from the existing deep learning models on source code. PatchNet provides several options allowing users to select parameters for the training process. The tool has been validated in the context of automatic identification of stable-relevant patches in the Linux kernel and is potentially applicable to automate other software engineering tasks that can be formulated as patch classification problems. Our video demonstration on the performance of PatchNet is publicly available at https://goo.gl/CZjG6X.

Fri 31 May

Displayed time zone: Eastern Time (US & Canada) change

11:00 - 12:30
Mining Software Changes and PatternsTechnical Track / Demonstrations / Papers at Centre-Ville
Chair(s): Ayşe Başar Ryerson University
11:00
20m
Talk
The List is the Process: Reliable Pre-Integration Tracking of Commits on Mailing ListsArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
Technical Track
Ralf Ramsauer OTH Regensburg, Daniel Lohmann Leibniz Universität Hannover, Wolfgang Mauerer OTH Regensburg / Siemens AG
11:20
20m
Talk
Graph-based Mining of In-the-Wild, Fine-grained, Semantic Code Change PatternsTechnical Track
Technical Track
Hoan Nguyen Iowa State University, Tien N. Nguyen University of Texas at Dallas, Danny Dig School of EECS at Oregon State University, Son Nguyen The University of Texas at Dallas, Hieu Tran The University of Texas at Dallas, Michael Hilton Carnegie Mellon University, USA
11:40
20m
Talk
Coming: a Tool for Mining Change Pattern Instances from Git CommitsDemos
Demonstrations
Matias Martinez University of Valenciennes, Martin Monperrus KTH Royal Institute of Technology
12:00
20m
Talk
PatchNet: A Tool for Deep Patch ClassificationDemos
Demonstrations
Thong Hoang Singapore Management University, Singapore, Julia Lawall Inria/LIP6, Richard J Oentaryo McLaren Applied Technologies, Singapore, Yuan Tian Queens University, Kingston, Canada, David Lo Singapore Management University
12:20
10m
Talk
Discussion Period
Papers