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How to certify machine learning based safety-critical systems? A systematic literature review
Tambon, Florian, Laberge, Gabriel, An, Le, Nikanjam, Amin, Mindom, Paulina Stevia Nouwou, Pequignot, Yann, Khomh, Foutse, Antoniol, Giulio, Merlo, Ettore, Laviolette, François
Published in Automated software engineering (01.11.2022)
Published in Automated software engineering (01.11.2022)
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Multi-modal Attention Network Learning for Semantic Source Code Retrieval
Wan, Yao, Shu, Jingdong, Sui, Yulei, Xu, Guandong, Zhao, Zhou, Wu, Jian, Yu, Philip
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
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Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning
Zheng, Yan, Xie, Xiaofei, Su, Ting, Ma, Lei, Hao, Jianye, Meng, Zhaopeng, Liu, Yang, Shen, Ruimin, Chen, Yingfeng, Fan, Changjie
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
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Data cleaning and machine learning: a systematic literature review
Côté, Pierre-Olivier, Nikanjam, Amin, Ahmed, Nafisa, Humeniuk, Dmytro, Khomh, Foutse
Published in Automated software engineering (01.11.2024)
Published in Automated software engineering (01.11.2024)
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Data-driven prototyping via natural-language-based GUI retrieval
Kolthoff, Kristian, Bartelt, Christian, Ponzetto, Simone Paolo
Published in Automated software engineering (01.05.2023)
Published in Automated software engineering (01.05.2023)
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An Empirical Study on Fine-Tuning Large Language Models of Code for Automated Program Repair
Huang, Kai, Meng, Xiangxin, Zhang, Jian, Liu, Yang, Wang, Wenjie, Li, Shuhao, Zhang, Yuqing
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
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Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm
Lakhan, Abdullah, Mohammed, Mazin Abed, Obaid, Omar Ibrahim, Chakraborty, Chinmay, Abdulkareem, Karrar Hameed, Kadry, Seifedine
Published in Automated software engineering (01.05.2022)
Published in Automated software engineering (01.05.2022)
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Manticore: A User-Friendly Symbolic Execution Framework for Binaries and Smart Contracts
Mossberg, Mark, Manzano, Felipe, Hennenfent, Eric, Groce, Alex, Grieco, Gustavo, Feist, Josselin, Brunson, Trent, Dinaburg, Artem
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
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Future of software development with generative AI
Sauvola, Jaakko, Tarkoma, Sasu, Klemettinen, Mika, Riekki, Jukka, Doermann, David
Published in Automated software engineering (01.05.2024)
Published in Automated software engineering (01.05.2024)
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SmartBugs: A Framework to Analyze Solidity Smart Contracts
Ferreira, Joao F., Cruz, Pedro, Durieux, Thomas, Abreu, Rui
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
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Log-based Anomaly Detection Without Log Parsing
Le, Van-Hoang, Zhang, Hongyu
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2021)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2021)
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SMARTIAN: Enhancing Smart Contract Fuzzing with Static and Dynamic Data-Flow Analyses
Choi, Jaeseung, Kim, Doyeon, Kim, Soomin, Grieco, Gustavo, Groce, Alex, Cha, Sang Kil
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2021)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2021)
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Humanoid: A Deep Learning-Based Approach to Automated Black-box Android App Testing
Li, Yuanchun, Yang, Ziyue, Guo, Yao, Chen, Xiangqun
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (01.11.2019)
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An approach to prioritize code smells for refactoring
Vidal, Santiago A., Marcos, Claudia, Díaz-Pace, J. Andrés
Published in Automated software engineering (01.09.2016)
Published in Automated software engineering (01.09.2016)
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Synthesis of probabilistic models for quality-of-service software engineering
Gerasimou, Simos, Calinescu, Radu, Tamburrelli, Giordano
Published in Automated software engineering (01.12.2018)
Published in Automated software engineering (01.12.2018)
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Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction
Li, Zhiqiang, Jing, Xiao-Yuan, Wu, Fei, Zhu, Xiaoke, Xu, Baowen, Ying, Shi
Published in Automated software engineering (01.06.2018)
Published in Automated software engineering (01.06.2018)
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Multi-task Learning based Pre-trained Language Model for Code Completion
Liu, Fang, Li, Ge, Zhao, Yunfei, Jin, Zhi
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
Published in 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.09.2020)
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Conference Proceeding