Jacky W. Keung

According to our database, Jacky W. Keung authored at least 173 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

A multi-objective effort-aware defect prediction approach based on NSGA-II.

Xiao Yu, Liming Liu, Lin Zhu, Jacky Wai Keung, Zijian Wang, Fuyang Li

Appl. Soft Comput., December, 2024

SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration.

Yishu Li, Jacky Keung, Zhen Yang, Xiaoxue Ma, Jingyu Zhang, Shuo Liu

Autom. Softw. Eng., November, 2024

A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering.

Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li

IEEE Trans. Ind. Informatics, February, 2024

Improving domain-specific neural code generation with few-shot meta-learning.

Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li

Inf. Softw. Technol., February, 2024

Improving effort-aware defect prediction by directly learning to rank software modules.

Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky Wai Keung, Junwei Zhou, Jianwen Xiang

Inf. Softw. Technol., January, 2024

Improving the undersampling technique by optimizing the termination condition for software defect prediction.

Shuo Feng, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao

Expert Syst. Appl., January, 2024

TerGEC: A graph enhanced contrastive approach for program termination analysis.

Shuo Liu, Jacky Wai Keung, Zhen Yang, Yihan Liao, Yishu Li

Sci. Comput. Program., 2024

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.

Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li

Proc. ACM Softw. Eng., 2024

Validating pretrained language models for content quality classification with semantic-preserving metamorphic relations.

Pak Yuen Patrick Chan, Jacky Keung

Nat. Lang. Process. J., 2024

Data preparation for Deep Learning based Code Smell Detection: A systematic literature review.

Fengji Zhang, Zexian Zhang, Jacky Wai Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu

J. Syst. Softw., 2024

HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.

Fengji Zhang, Linquan Wu, Huiyu Bai, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky Keung

CoRR, 2024

Where Are Large Language Models for Code Generation on GitHub?

Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia

CoRR, 2024

Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia

CoRR, 2024

On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.

Xiaoxue Ma, Huiqi Zou, Jacky Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro

CoRR, 2024

Validating Unsupervised Machine Learning Techniques for Software Defect Prediction With Generic Metamorphic Testing.

Pak Yuen Patrick Chan, Jacky Keung

IEEE Access, 2024

Co-clustering for Federated Recommender System.

Xinrui He, Shuo Liu, Jacky Keung, Jingrui He

Proceedings of the ACM on Web Conference 2024, 2024

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao

Proceedings of the IEEE International Conference on Software Analysis, 2024

Practitioners' Expectations on Automated Test Generation.

Xiao Yu, Lei Liu, Xing Hu, Jacky Keung, Xin Xia, David Lo

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study.

Yanzhong He, Guancheng Lin, Xiaoxue Ma, Jacky Wai Keung, Cheng Tan, Wenhua Hu, Fuyang Li

Proceedings of the 15th Asia-Pacific Symposium on Internetware, 2024

Practitioners' Expectations on Code Smell Detection.

Zexian Zhang, Shuang Yin, Wenliu Wei, Xiaoxue Ma, Jacky Wai Keung, Fuyang Li, Wenhua Hu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Enhancing Valid Test Input Generation with Distribution Awareness for Deep Neural Networks.

Jingyu Zhang, Jacky Keung, Xiaoxue Ma, Xiangyu Li, Yan Xiao, Yishu Li, Wing Kwong Chan

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Unveiling Hidden Anomalies: Leveraging SMAC-LSTM for Enhanced Software Log Analysis.

Yicheng Sun, Jacky Keung, Jingyu Zhang, Hi Kuen Yu, Wenqiang Luo, Shuo Liu

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

LLM-Based Class Diagram Derivation from User Stories with Chain-of-Thought Promptings.

Yishu Li, Jacky Keung, Xiaoxue Ma, Chun Yong Chong, Jingyu Zhang, Yihan Liao

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Agile Requirements Engineering in a Distributed Environment: Experiences from the Software Industry During Unprecedented Global Challenges.

Yishu Li, Jacky Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Jingyu Zhang, Zhen Yang

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation.

Xiaoxue Ma, Jacky Wai Keung, Xiao Yu, Huiqi Zou, Jingyu Zhang, Yishu Li

IEEE Trans. Reliab., December, 2023

On the relative value of imbalanced learning for code smell detection.

Fuyang Li, Kuan Zou, Jacky Wai Keung, Xiao Yu, Shuo Feng, Yan Xiao

Softw. Pract. Exp., October, 2023

Revisiting 'revisiting supervised methods for effort-aware cross-project defect prediction'.

Fuyang Li, Peixin Yang, Jacky Wai Keung, Wenhua Hu, Haoyu Luo, Xiao Yu

IET Softw., August, 2023

ISSRE 2021 special section.

Jacky Wai Keung, Leonardo Mariani, Jianwen Xiang, Xiao Yu

Inf. Softw. Technol., July, 2023

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.

Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung

J. Syst. Softw., June, 2023

Finding the best learning to rank algorithms for effort-aware defect prediction.

Xiao Yu, Heng Dai, Li Li, Xiaodong Gu, Jacky Wai Keung, Kwabena Ebo Bennin, Fuyang Li, Jin Liu

Inf. Softw. Technol., May, 2023

On the Significance of Category Prediction for Code-Comment Synchronization.

Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang

ACM Trans. Softw. Eng. Methodol., April, 2023

The impact of feature selection techniques on effort-aware defect prediction: An empirical study.

Fuyang Li, Wanpeng Lu, Jacky Wai Keung, Xiao Yu, Lina Gong, Juan Li

IET Softw., April, 2023

The impact of class imbalance techniques on crashing fault residence prediction models.

Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky Keung

Empir. Softw. Eng., March, 2023

Cross-Modal and Cross-Domain Knowledge Transfer for Label-Free 3D Segmentation.

Jingyu Zhang, Huitong Yang, Daijie Wu, Jacky Keung, Xuesong Li, Xinge Zhu, Yuexin Ma

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

The Impact of the bug number on Effort-Aware Defect Prediction: An Empirical Study.

Peixin Yang, Lin Zhu, Wenhua Hu, Jacky Wai Keung, Liping Lu, Jianwen Xiang

Proceedings of the 14th Asia-Pacific Symposium on Internetware, 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Toward AI-assisted Exercise Creation for First Course in Programming through Adversarial Examples of AI Models.

W. K. Chan, Y. T. Yu, Jacky W. Keung, Victor C. S. Lee

Proceedings of the 35th International Conference on Software Engineering Education and Training, 2023

New Technique for Stock Trend Analysis - Volume-weighted Squared Moving Average Convergence & Divergence.

Sze Chit Au, Jacky Wai Keung

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Towards Requirements Engineering Activities for Machine Learning-Enabled FinTech Applications.

Yishu Li, Jacky Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Yangyang Huang, Jingyu Zhang

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022

A Systematical Study on Application Performance Management Libraries for Apps.

Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky Keung

IEEE Trans. Software Eng., 2022

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

Inf. Softw. Technol., 2022

Predicting the precise number of software defects: Are we there yet?

Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai

Inf. Softw. Technol., 2022

CASMS: Combining clustering with attention semantic model for identifying security bug reports.

Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang

Inf. Softw. Technol., 2022

The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction.

Shuo Feng, Jacky Keung, Peichang Zhang, Yan Xiao, Miao Zhang

Inf. Softw. Technol., 2022

On the Scrutinization of the NFT Valuation Factors.

Aiden Cheung, Jacky Keung

Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

2021

An Integration Test Order Strategy to Consider Control Coupling.

Shujuan Jiang, Miao Zhang, Yanmei Zhang, Rongcun Wang, Qiao Yu, Jacky Wai Keung

IEEE Trans. Software Eng., 2021

Evaluating the effects of similar-class combination on class integration test order generation.

Miao Zhang, Jacky Wai Keung, Yan Xiao, Md. Alamgir Kabir

Inf. Softw. Technol., 2021

Validating class integration test order generation systems with Metamorphic Testing.

Miao Zhang, Jacky Wai Keung, Tsong Yueh Chen, Yan Xiao

Inf. Softw. Technol., 2021

Feature selection and embedding based cross project framework for identifying crashing fault residence.

Zhou Xu, Tao Zhang, Jacky Keung, Meng Yan, Xiapu Luo, Xiaohong Zhang, Ling Xu, Yutian Tang

Inf. Softw. Technol., 2021

A systematic review of scheduling approaches on multi-tenancy cloud platforms.

Ru Jia, Yun Yang, John Grundy, Jacky Keung, Li Hao

Inf. Softw. Technol., 2021

Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction.

Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang

Inf. Softw. Technol., 2021

COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction.

Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang

Inf. Softw. Technol., 2021

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

CoRR, 2021

An efficient deadline constrained and data locality aware dynamic scheduling framework for multitenancy clouds.

Jia Ru, Yun Yang, John C. Grundy, Jacky Keung, Li Hao

Concurr. Comput. Pract. Exp., 2021

AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features.

Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng

Appl. Soft Comput., 2021

Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study.

Md. Alamgir Kabir, Jacky Keung, Burak Turhan, Kwabena Ebo Bennin

Appl. Soft Comput., 2021

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction.

Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM.

Xiao Yu, Jin Liu, Jacky Wai Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui

IEEE Trans. Reliab., 2020

Smart Contracts Vulnerability Auditing with Multi-semantics.

Zhen Yang, Jacky Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

A Drift Propensity Detection Technique to Improve the Performance for Cross-Version Software Defect Prediction.

Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

A methodology to rank the design patterns on the base of text relevancy.

Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi, Ghufran Ahmad, Muhammad Rafiq Mufti, Muhammad Asim Noor

Soft Comput., 2019

GSEPIM: A roadmap for software process assessment and improvement in the domain of global software development.

Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Mohammad Shameem

J. Softw. Evol. Process., 2019

LDFR: Learning deep feature representation for software defect prediction.

Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, Yutian Tang

J. Syst. Softw., 2019

TSTSS: A two-stage training subset selection framework for cross version defect prediction.

Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, Jacky Keung

J. Syst. Softw., 2019

Improving bug localization with word embedding and enhanced convolutional neural networks.

Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi

Inf. Softw. Technol., 2019

Methodology for the quantification of the effect of patterns and anti-patterns association on the software quality.

Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Ghufran Ahmad, Muhammad Rafiq Mufti, Hasan Ali Khattak

IET Softw., 2019

On the relative value of data resampling approaches for software defect prediction.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden

Empir. Softw. Eng., 2019

Automated framework for classification and selection of software design patterns.

Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi

Appl. Soft Comput., 2019

An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.

Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky Wai Keung, Xiaofei Yin, Zhou Xu

Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

Identifying Crashing Fault Residence Based on Cross Project Model.

Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui

Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation.

Miao Zhang, Jacky Keung, Yan Xiao, Md. Alamgir Kabir, Shuo Feng

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Assessing the Significant Impact of Concept Drift in Software Defect Prediction.

Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

A Highly Efficient Data Locality Aware Task Scheduler for Cloud-Based Systems.

Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

A Deadline Constrained Preemptive Scheduler Using Queuing Systems for Multi-Tenancy Clouds.

Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction.

Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah

IEEE Trans. Software Eng., 2018

Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study.

Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

IEEE Trans. Reliab., 2018

On the value of a prioritization scheme for resolving Self-admitted technical debt.

Solomon Mensah, Jacky Keung, Jeffrey Svajlenko, Kwabena Ebo Bennin, Qing Mi

J. Syst. Softw., 2018

Implications of deep learning for the automation of design patterns organization.

Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada

J. Parallel Distributed Comput., 2018

Machine translation-based bug localization technique for bridging lexical gap.

Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi

Inf. Softw. Technol., 2018

Improving code readability classification using convolutional neural networks.

Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Yujin Gao

Inf. Softw. Technol., 2018

Not all bug reopens are negative: A case study on eclipse bug reports.

Qing Mi, Jacky Keung, Yuqi Huo, Solomon Mensah

Inf. Softw. Technol., 2018

Duplex output software effort estimation model with self-guided interpretation.

Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin

Inf. Softw. Technol., 2018

Cross project defect prediction using class distribution estimation and oversampling.

Nachai Limsettho, Kwabena Ebo Bennin, Jacky W. Keung, Hideaki Hata, Kenichi Matsumoto

Inf. Softw. Technol., 2018

Systematic literature study for dimensional classification of success factors affecting process improvement in global software development: client-vendor perspective.

Arif Ali Khan, Jacky Keung, Shahid Hussain, Mahmood Niazi, Suzanne Kieffer

IET Softw., 2018

Comparing learning to rank techniques in hybrid bug localization.

Zhendong Shi, Jacky Keung, Kwabena Ebo Bennin, Xingjun Zhang

Appl. Soft Comput., 2018

Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest.

Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin

Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

An Inception Architecture-Based Model for Improving Code Readability Classification.

Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Xiupei Mei

Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

GBRAD: A General Framework to Evaluate Design Strategies for Hybrid Race Detection.

Jialin Yang, Wing Kwong Chan, Yuen-Tak Yu, Jacky Keung

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

Improving Bug Localization with Character-Level Convolutional Neural Network and Recurrent Neural Network.

Yan Xiao, Jacky Keung

Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017

Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study.

Jianglin Huang, Jacky Wai Keung, Federica Sarro, Yan-Fu Li, Yuen-Tak Yu, W. K. Chan, Hongyi Sun

J. Syst. Softw., 2017

Systematic literature review and empirical investigation of barriers to process improvement in global software development: Client-vendor perspective.

Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Awais Ahmad

Inf. Softw. Technol., 2017

A stability assessment of solution adaptation techniques for analogy-based software effort estimation.

Passakorn Phannachitta, Jacky Keung, Akito Monden, Kenichi Matsumoto

Empir. Softw. Eng., 2017

Robust Statistical Methods for Empirical Software Engineering.

Barbara A. Kitchenham, Lech Madeyski, David Budgen, Jacky Keung, Pearl Brereton, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong

Empir. Softw. Eng., 2017

Software design patterns classification and selection using text categorization approach.

Shahid Hussain, Jacky Keung, Arif Ali Khan

Appl. Soft Comput., 2017

SPIIMM: Toward a Model for Software Process Improvement Implementation and Management in Global Software Development.

Arif Ali Khan, Jacky W. Keung, Fazal-e-Amin, Mohammad Abdullah-Al-Wadud

IEEE Access, 2017

A Stratification and Sampling Model for Bellwether Moving Window.

Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin, Patrick Kwaku Kudjo

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Towards a hypothetical framework of humans related success factors for process improvement in global software development: systematic review.

Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain

Proceedings of the Symposium on Applied Computing, 2017

Cross-Project Defect Prediction Using a Credibility Theory Based Naive Bayes Classifier.

Wai Nam Poon, Kwabena Ebo Bennin, Jianglin Huang, Passakorn Phannachitta, Jacky Wai Keung

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Using Eye Tracking Technology to Analyze the Impact of Stylistic Inconsistency on Code Readability.

Qing Mi, Jacky Keung, Jianglin Huang, Yan Xiao

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation.

Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes.

Shahid Hussain, Jacky Keung, Arif Ali Khan

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

An Empirical Analysis of Three-Stage Data-Preprocessing for Analogy-Based Software Effort Estimation on the ISBSG Data.

Jianglin Huang, Yan-Fu Li, Jacky Wai Keung, Yuen-Tak Yu, W. K. Chan

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Systematic Literature Reviews of Software Process Improvement: A Tertiary Study.

Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, He Zhang

Proceedings of the Systems, Software and Services Process Improvement, 2017

The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification.

Kwabena Ebo Bennin, Jacky Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah

Proceedings of the 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2017

A Framework for Ranking of Software Design Patterns.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

Improving Bug Localization with an Enhanced Convolutional Neural Network.

Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow.

Qing Mi, Yujin Gao, Jacky Keung, Yan Xiao, Solomon Mensah

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

Correlation between the Frequent Use of Gang-of-Four Design Patterns and Structural Complexity.

Shahid Hussain, Jacky Keung, Arif Ali Khan, Kwabena Ebo Bennin

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models.

Kwabena Ebo Bennin, Jacky Keung, Akito Monden

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

2016

LSA-X: Exploiting Productivity Factors in Linear Size Adaptation for Analogy-Based Software Effort Estimation.

Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto

IEICE Trans. Inf. Syst., 2016

Systematic review of success factors and barriers for software process improvement in global software development.

Arif Ali Khan, Jacky Keung

IET Softw., 2016

Multi-Objective Optimization for Software Testing Effort Estimation.

Solomon Mensah, Jacky Keung, Kwabena Ebo Bennin, Michael Franklin Bosu

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

DFL: Dual-Service Fault Localization.

Chung Man Tang, Jacky Keung, Yuen-Tak Yu, W. K. Chan

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Detection of Fault-Prone Classes Using Logistic Regression Based Object-Oriented Metrics Thresholds.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models.

Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky Keung, Akito Monden, Naoyasu Ubayashi

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Measuring the Stylistic Inconsistency in Software Projects using Hierarchical Agglomerative Clustering.

Qing Mi, Jacky Keung, Yang Yu

Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering, 2016

An empirical analysis of reopened bugs based on open source projects.

Qing Mi, Jacky Keung

Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering, 2016

A Strategy to Determine When to Stop Using Automatic Bug Localization.

Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A Methodology to Automate the Selection of Design Patterns.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Investigating the Effects of Balanced Training and Testing Datasets on Effort-Aware Fault Prediction Models.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden, Yasutaka Kamei, Naoyasu Ubayashi

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Filter-INC: Handling Effort-Inconsistency in Software Effort Estimation Datasets.

Passakorn Phannachitta, Jacky W. Keung, Kwabena Ebo Bennin, Akito Monden, Kenichi Matsumoto

Proceedings of the 23rd Asia-Pacific Software Engineering Conference, 2016

Rework Effort Estimation of Self-admitted Technical Debt.

Solomon Mensah, Jacky W. Keung, Michael Franklin Bosu, Kwabena Ebo Bennin

Proceedings of the Joint Proceedings of the 4th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2016) and 1st International Workshop on Technical Debt Analytics (TDA 2016) co-located with the 23rd Asia-Pacific Software Engineering Conference (APSEC 2016), 2016

2015

Effects of Geographical, Socio-cultural and Temporal Distances on Communication in Global Software Development during Requirements Change Management - A Pilot Study.

Arif Ali Khan, Jacky Keung, Shahid Hussain, Kwabena Ebo Bennin

Proceedings of the ENASE 2015, 2015

Case consistency: a necessary data quality property for software engineering data sets.

Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto

Proceedings of the 19th International Conference on Evaluation and Assessment in Software Engineering, 2015

Providing Fairer Resource Allocation for Multi-tenant Cloud-Based Systems.

Jia Ru, John C. Grundy, Yun Yang, Jacky W. Keung, Li Hao

Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Performance Evaluation of Ensemble Methods For Software Fault Prediction: An Experiment.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

Proceedings of the 24th Australasian Software Engineering Conference, 2015

2014

An empirical study of BM25 and BM25F based feature location techniques.

Zhendong Shi, Jacky Keung, Qinbao Song

Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices, 2014

Software engineering for multi-tenancy computing challenges and implications.

Jia Ru, John C. Grundy, Jacky W. Keung

Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices, 2014

Scaling up analogy-based software effort estimation: a comparison of multiple hadoop implementation schemes.

Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto

Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices, 2014

Cloud-based support for global software engineering: potentials, risks, and gaps.

Mohammed Al-qadhi, Jacky W. Keung

Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices, 2014

2013

Learning Project Management Decisions: A Case Study with Case-Based Reasoning versus Data Farming.

Tim Menzies, Adam Brady, Jacky Keung, Jairus Hihn, Steve Williams, Oussama El-Rawas, Phillip Green II, Barry W. Boehm

IEEE Trans. Software Eng., 2013

Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data.

Ekrem Kocaguneli, Tim Menzies, Jacky Keung, David R. Cok, Raymond J. Madachy

IEEE Trans. Software Eng., 2013

FCA-CIA: An approach of using FCA to support cross-level change impact analysis for object oriented Java programs.

Bixin Li, Xiaobing Sun, Jacky Keung

Inf. Softw. Technol., 2013

Kernel methods for software effort estimation - Effects of different kernel functions and bandwidths on estimation accuracy.

Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung

Empir. Softw. Eng., 2013

Effort-Oriented Classification Matrix of Web Service Composition

Zheng Li, Liam O'Brien, Jacky Keung, Xiwei Xu

CoRR, 2013

Finding conclusion stability for selecting the best effort predictor in software effort estimation.

Jacky Keung, Ekrem Kocaguneli, Tim Menzies

Autom. Softw. Eng., 2013

Lessons from Conducting a Distributed Quasi-experiment.

David Budgen, Barbara A. Kitchenham, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong, Jacky Keung, Pearl Brereton

Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013

An Empirical Investigation on the Simulation of Priority and Shortest-Job-First Scheduling for Cloud-Based Software Systems.

Jia Ru, Jacky Keung

Proceedings of the 22nd Australian Conference on Software Engineering (ASWEC 2013), 2013

An Empirical Experiment on Analogy-Based Software Cost Estimation with CUDA Framework.

Passakorn Phannachitta, Jacky Keung, Ken-ichi Matsumoto

Proceedings of the 22nd Australian Conference on Software Engineering (ASWEC 2013), 2013

Improving Analogy-Based Software Cost Estimation through Probabilistic-Based Similarity Measures.

Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto

Proceedings of the 20th Asia-Pacific Software Engineering Conference, 2013

2012

On the Value of Ensemble Effort Estimation.

Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung

IEEE Trans. Software Eng., 2012

Exploiting the Essential Assumptions of Analogy-Based Effort Estimation.

Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung

IEEE Trans. Software Eng., 2012

Guest Editors' Introduction: Software Engineering for the Cloud.

John C. Grundy, Gerald Kaefer, Jacky Keung, Anna Liu

IEEE Softw., 2012

Empirical prediction models for adaptive resource provisioning in the cloud.

Sadeka Islam, Jacky Keung, Kevin Lee, Anna Liu

Future Gener. Comput. Syst., 2012

Cloud Deployment Model Selection Assessment for SMEs: Renting or Buying a Cloud.

Jacky Keung, Fanny Kwok

Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

Assessing the Representativeness of Open Source Projects in Empirical Software Engineering Studies.

Hao Zhong, Ye Yang, Jacky W. Keung

Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

Incorporating Expert Judgment into Regression Models of Software Effort Estimation.

Masateru Tsunoda, Akito Monden, Jacky Wai Keung, Ken-ichi Matsumoto

Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

A Heuristic Rule Reduction Approach to Software Fault-proneness Prediction.

Akito Monden, Jacky Wai Keung, Shuji Morisaki, Yasutaka Kamei, Ken-ichi Matsumoto

Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

An Investigation on Software Bug-Fix Prediction for Open Source Software Projects - A Case Study on the Eclipse Project.

Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky Wai Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto

Proceedings of the 19th Asia-Pacific Software Engineering Conference - Workshops, 2012

2011

Size Estimation of Cloud Migration Projects with Cloud Migration Point (CMP).

Van T. K. Tran, Kevin Lee, Alan D. Fekete, Anna Liu, Jacky Keung

Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement, 2011

2010

Case-Based Reasoning for Reducing Software Development Effort.

Adam Brady, Tim Menzies, Oussama El-Rawas, Ekrem Kocaguneli, Jacky W. Keung

J. Softw. Eng. Appl., 2010

Software Cost Estimation Framework for Service-Oriented Architecture Systems Using Divide-and-Conquer Approach.

Zheng Li, Jacky Keung

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Towards SOA implementation complexity measurement enlightened by organization theory.

Zheng Li, Liam O'Brien, He Zhang, Jacky Keung

Proceedings of the 11th International Conference on Product Focused Software, 2010

When to use data from other projects for effort estimation.

Ekrem Kocaguneli, Gregory Gay, Tim Menzies, Ye Yang, Jacky W. Keung

Proceedings of the ASE 2010, 2010

A Statistical Method for Middleware System Architecture Evaluation.

Jacky W. Keung, Yan Liu, Kate Foster, Thong Nguyen

Proceedings of the 21st Australian Software Engineering Conference (ASWEC 2010), 2010

Evaluating Cloud Platform Architecture with the CARE Framework.

Liang Zhao, Anna Liu, Jacky Keung

Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010

Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning.

Jacky W. Keung, Thong Nguyen

Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010

2009

Quality Assessment of Mission Critical Middleware System Using MEMS.

Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung

Proceedings of the Ninth International Conference on Quality Software, 2009

Software Development Cost Estimation Using Analogy: A Review.

Jacky Keung

Proceedings of the 20th Australian Software Engineering Conference (ASWEC 2009), 2009

2008

Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation.

Jacky Keung, Barbara A. Kitchenham, D. Ross Jeffery

IEEE Trans. Software Eng., 2008

Evaluating guidelines for reporting empirical software engineering studies.

Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu

Empir. Softw. Eng., 2008

Empirical evaluation of analogy-x for software cost estimation.

Jacky Keung

Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008

An over-sampling method for analogy-based software effort estimation.

Yasutaka Kamei, Jacky Wai Keung, Akito Monden, Ken-ichi Matsumoto

Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008

Semi-quantitative Modeling for Managing Software Development Processes.

He Zhang, Jacky Keung, Barbara A. Kitchenham, D. Ross Jeffery

Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

Experiments with Analogy-X for Software Cost Estimation.

Jacky Keung, Barbara A. Kitchenham

Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

Automated Support for Software Cost Estimation Using Web-CoBRA.

Jacky Keung, D. Ross Jeffery

Proceedings of the 15th Asia-Pacific Software Engineering Conference (APSEC 2008), 2008

Theoretical Maximum Prediction Accuracy for Analogy-Based Software Cost Estimation.

Jacky Keung

Proceedings of the 15th Asia-Pacific Software Engineering Conference (APSEC 2008), 2008

2007

Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation.

Jacky Keung, Barbara A. Kitchenham

Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007), 2007

SPACE 2007 - 1st International Workshop on Software Productivity Analysis and Cost Estimation.

Jacky Keung

Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007), 2007

2006

Evaluating guidelines for empirical software engineering studies.

Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu

Proceedings of the 2006 International Symposium on Empirical Software Engineering (ISESE 2006), 2006

2004

Exploring the issues of boundary definition in the application of cosmic-ffp to embedded systems.

Jacky Keung, D. Ross Jeffery

Proceedings of the IASTED International Conference on Software Engineering, 2004

The Challenge of Introducing a New Software Cost Estimation Technology into a Small Software Organisation.

Jacky Keung, D. Ross Jeffery, Barbara A. Kitchenham

Proceedings of the 15th Australian Software Engineering Conference (ASWEC 2004), 2004