基本信息
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职业迁徙
个人简介
Prof. Kaiser conducts research in software engineering and security from a systems perspective, focusing on program analysis and software testing. In the 1980s and early 1990s, Kaiser investigated semantics-focused extensions to language-based editors and process-oriented team software development environments, forerunners to today's IDEs and Continuous Integration, and in the mid 1990s through early 2000s she investigated collaborative work technologies leveraging the nascent World Wide Web and self-adaptation for the then-emerging cloud computing, particularly techniques for retrofitting legacy software. Beginning with her sabbatical at Columbia's Center for Computational Learning Systems in 2005-2006, Kaiser was among the first to investigate software engineering testing techniques, such as metamorphic testing, for finding bugs in machine learning software. Her more recent work ranges across static and dynamic program analysis techniques for both source code and binaries. She currently investigates secure computing paradigms and machine learning techniques for solving software engineering problems.
研究兴趣
论文共 182 篇作者统计合作学者相似作者
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CoRR (2024)
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International Conference on Software Engineering (2023): 36:1-36:12
Res. Pract. Technol. Enhanc. Learn. (2023)
PROCEEDINGS OF THE 32ND ACM SIGSOFT INTERNATIONAL SYMPOSIUM ON SOFTWARE TESTING AND ANALYSIS, ISSTA 2023 (2023): 26-38
29TH INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION (ICCE 2021), VOL Ipp.421-431, (2021)
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Proceedings of the 1st Workshop on Natural Language Processing for Programming (NLP4Prog 2021) (2021)
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作者统计
#Papers: 180
#Citation: 6638
H-Index: 39
G-Index: 72
Sociability: 5
Diversity: 2
Activity: 4
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