How to improve deep learning for software analytics

Author:

Yedida Rahul1,Menzies Tim1

Affiliation:

1. NC State University

Funder

NSF

Publisher

ACM

Reference58 articles.

1. Amritanshu Agrawal , Wei Fu , Di Chen , Xipeng Shen , and Tim Menzies . 2019. How to" DODGE" Complex Software Analytics . IEEE Transactions on Software Engineering ( 2019 ). Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, and Tim Menzies. 2019. How to" DODGE" Complex Software Analytics. IEEE Transactions on Software Engineering (2019).

2. Is "better data" better than "better data miners"?

3. Amritanshu Agrawal , Xueqi Yang , Rishabh Agrawal , Rahul Yedida , Xipeng Shen , and Tim Menzies . 2021. Simpler Hyperparameter Optimization for Software Analytics: Why , How, When . IEEE Transactions on Software Engineering ( 2021 ). Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Rahul Yedida, Xipeng Shen, and Tim Menzies. 2021. Simpler Hyperparameter Optimization for Software Analytics: Why, How, When. IEEE Transactions on Software Engineering (2021).

4. Uri Alon , Shaked Brody , Omer Levy , and Eran Yahav . 2018. code2seq: Generating sequences from structured representations of code. arXiv preprint arXiv:1808.01400 ( 2018 ). Uri Alon, Shaked Brody, Omer Levy, and Eran Yahav. 2018. code2seq: Generating sequences from structured representations of code. arXiv preprint arXiv:1808.01400 (2018).

5. code2vec: learning distributed representations of code

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