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SQAPlanner: Generating Data-InformedSoftware Quality Improvement Plans



Dilini Rajapaksha , Chakkrit Tantithamthavorn , Jirayus Jiarpakdee , Christoph Bergmeir , John Grundy , Wray Buntine

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 24 pages 

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Explainable AI for Software Engineering



Chakkrit Tantithamthavorn , Jirayus Jiarpakdee , John Grundy

* Under Review at IEEE Computer Magazine 

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On the Replicability and Reproducibility of Deep Learning in Software Engineering



Chao Liu , Cuiyun Gao , Xin Xia , David Lo , John Grundy , Xiaohu Yang


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Beware the evolving 'intelligent' web service! An integration architecture tactic to guard AI-first components



Alex Cummaudo , Scott Barnett , Rajesh Vasa , John Grundy , Mohamed Abdelrazek


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Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow



Alex Cummaudo , Rajesh Vasa , Scott Barnett , John Grundy , Mohamed Abdelrazek


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Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services



Alex Cummaudo , Rajesh Vasa , John Grundy , Mohamed Abdelrazek , Andrew Cain


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Towards effective AI-powered agile project management



Hoa Khanh Dam , Truyen Tran , John Grundy , Aditya Ghose , Yasutaka Kamei

* In Proceedings of International Conference on Software Engineering (ICSE 2019), (To appear), NIER track, May 2019 (Montreal, Canada) 

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DeepSoft: A vision for a deep model of software



Hoa Khanh Dam , Truyen Tran , John Grundy , Aditya Ghose

* FSE 2016 

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