Ausgabe 2/2022
Inhalt (25 Artikel)
Guest Editorial: Deep Learning in Open-Source Software Ecosystems
Honghao Gao, Zijian (Alex) Zhang, Ramón J. Durán Barroso, Xiong Luo
Code comment generation based on graph neural network enhanced transformer model for code understanding in open-source software ecosystems
Li Kuang, Cong Zhou, Xiaoxian Yang
AppSPIN: reconfiguration-based responsiveness testing and diagnosing for Android Apps
Zhanyao Lei, Wenhua Zhao, Zhenkai Ding, Mingyuan Xia, Zhengwei Qi
HQLgen: deep learning based HQL query generation from program context
Ziyi Zhou, Huiqun Yu, Guisheng Fan, Zijie Huang, Kang Yang, Jiayin Zhang
How to certify machine learning based safety-critical systems? A systematic literature review
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette
Which neural network makes more explainable decisions? An approach towards measuring explainability
Mengdi Zhang, Jun Sun, Jingyi Wang
Grouping related stack overflow comments for software developer recommendation
Viral Sheth, Kostadin Damevski
Quality assessment framework to rank software projects
Mohammed Alqmase, Mohammad Alshayeb, Lahouari Ghouti
An Automated Security Concerns Recommender Based on Use Case Specification Ontology
Imano Williams, Xiaohong Yuan, Mohd Anwar, J. Todd McDonald
Machine learning approach for software defect prediction using multi-core parallel computing
Anshu Parashar, Raman Kumar Goyal, Sakshi Kaushal, Sudip Kumar Sahana
MerIt: improving neural program synthesis by merging collective intelligence
Yating Zhang, Daiyan Wang, Wei Dong
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks
Duc-Anh Nguyen, Kha Do Minh, Minh Le Nguyen, Pham Ngoc Hung
Mobile traffic flow prediction using intelligent whale optimization algorithm
Anupriya, Anita Singhrova
Semantic web services for ROS: a Robot as a Service approach
Radhia Bouziane, Labib Sadek Terrissa, Soheyb Ayad
Test case prioritization using test case diversification and fault-proneness estimations
Mostafa Mahdieh, Seyed-Hassan Mirian-Hosseinabadi, Mohsen Mahdieh
Quantifying effectiveness of team recommendation for collaborative software development
Noppadol Assavakamhaenghan, Waralee Tanaphantaruk, Ponlakit Suwanworaboon, Morakot Choetkiertikul, Suppawong Tuarob
Detecting non-natural language artifacts for de-noising bug reports
Thomas Hirsch, Birgit Hofer
Self-admitted technical debt in R: detection and causes
Rishab Sharma, Ramin Shahbazi, Fatemeh H. Fard, Zadia Codabux, Melina Vidoni
Sampling configurations from software product lines via probability-aware diversification and SAT solving
Yi Xiang, Xiaowei Yang, Han Huang, Zhengxin Huang, Miqing Li
HealMA: a model-driven framework for automatic generation of IoT-based Android health monitoring applications
Maryam Mehrabi, Bahman Zamani, Abdelwahab Hamou-Lhadj
An SDN architecture for patent prior art search system based on phrase embedding
Boting Geng, Feng Wang
Actor-critic architecture based probabilistic meta-reinforcement learning for load balancing of controllers in software defined networks
Ashish Sharma, Sanjiv Tokekar, Sunita Varma
A framework for conditional statement technical debt identification and description
Abdulaziz Alhefdhi, Hoa Khanh Dam, Yusuf Sulistyo Nugroho, Hideaki Hata, Takashi Ishio, Aditya Ghose
SiaLog: detecting anomalies in software execution logs using the siamese network
Shayan Hashemi, Mika Mäntylä