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ESEC/FSE 2022
Mon 14 - Fri 18 November 2022 Singapore
Wed 16 Nov 2022 14:15 - 14:30 at SRC GLR - JF Machine Learning Chair(s): Sandeep Kuttal

Wed 16 Nov

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

14:00 - 15:30
JF Machine LearningJournal First at SRC GLR
Chair(s): Sandeep Kuttal University of Tulsa
14:00
15m
Talk
On the Impact of Sample Duplication in Machine Learning based Android Malware Detection
Journal First
Yanjie Zhao Monash University, Li Li Monash University, Haoyu Wang Huazhong University of Science and Technology, Haipeng Cai Washington State University, Tegawendé F. Bissyandé SnT, University of Luxembourg, Jacques Klein University of Luxembourg, John Grundy Monash University
Link to publication DOI Pre-print Media Attached
14:15
15m
Talk
A Machine Learning Approach for Automated Filling of Categorical Fields in Data Entry Forms
Journal First
Hichem Belgacem University of Luxembourg, Xiaochen Li Dalian University of Technology, Domenico Bianculli University of Luxembourg, Lionel Briand University of Luxembourg; University of Ottawa
14:30
15m
Talk
Story points changes in agile iterative development: An empirical study and a prediction approach
Journal First
Jirat Pasuksmit University of Melbourne, Patanamon Thongtanunam University of Melbourne, Shanika Karunasekera The University of Melbourne
Link to publication DOI
14:45
15m
Talk
Towards a consistent interpretation of AIOps models
Journal First
Yingzhe Lyu Software Analysis and Intelligence Lab (SAIL), Queen's University, Canada, Gopi Krishnan Rajbahadur Centre for Software Excellence, Huawei, Canada, Dayi Lin Centre for Software Excellence, Huawei, Canada, Boyuan Chen Centre for Software Excellence, Huawei Canada, Zhen Ming (Jack) Jiang York University
15:00
15m
Talk
Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks
Journal First
Zishuo Ding Concordia University, Heng Li Polytechnique Montréal, Weiyi Shang Concordia University, Tse-Hsun (Peter) Chen Concordia University