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APSEC Workshops 2021: Taipei, Taiwan
- 28th Asia-Pacific Software Engineering Conference Workshops, APSEC Workshops 2021, Taipei, Taiwan, December 6-9, 2021. IEEE 2021, ISBN 978-1-6654-3813-1

- Gonzalo Aguirre Dominguez, Keigo Kawaai, Hiroshi Maruyama:

FAILS: a tool for assessing risk in ML systems. 1-4 - Nobukazu Yoshioka, Jati H. Husen

, Hnin Thandar Tun, Zhenxiang Chen, Hironori Washizaki, Yoshiaki Fukazawa:
Landscape of Requirements Engineering for Machine Learning-based AI Systems. 5-8 - Zhijun Shao

, Ji Wu, Wenxiao Zhao, Liping Wang, Hanjiao Wu, Qing Sun:
How Data Plays in the Requirements of Face Recognition System: A Concern Driven Systematic Literature Review. 9-12 - Hnin Thandar Tun, Jati H. Husen

, Nobukazu Yoshioka, Hironori Washizaki, Yoshiaki Fukazawa:
Goal-Centralized Metamodel Based Requirements Integration for Machine Learning Systems. 13-16 - Hironori Takeuchi, Haruhiko Kaiya, Hiroyuki Nakagawa, Shinpei Ogata:

Reference Model for Agile Development of Machine Learning-based Service Systems. 17-20 - Kenichiro Narita

, Michitaka Akita, Kyoung-Sook Kim, Yuta Iwase, Yuichi Watanaka, Takao Nakagawa, Qiang Zhong:
Qunomon: A FAIR testbed of quality evaluation for machine learning models. 21-24 - Iat Tou Leong

, Raul Barbosa:
Generation of Oracles using Natural Language Processing. 25-31 - Bui Thi Mai Anh, Nguyen Viet Luyen:

An Imbalanced Deep Learning Model for Bug Localization. 32-40 - Krishnendu Ghosh, Damon Otero:

Discovering Authorship of Vulnerabilities in Open Source Software. 41-46 - Chien-Hung Liu, Chen-Tzung Liu, Hsiu-Hao Li:

Detecting Permission Crashes of Android Apps using Crawling and Revoke Operation Injections. 47-51 - Jong-Yih Kuo, Zhao-Ming Chen, Hui-Chi Lin:

Constructing Speech Emotion Recognition Model Based on Convolutional Neural Network. 52-56

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