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Journal Articles
- 2024
[j68]Shuo Feng
, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao:
Improving the undersampling technique by optimizing the termination condition for software defect prediction. Expert Syst. Appl. 235: 121084 (2024)- [j67]Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky Wai Keung, Junwei Zhou, Jianwen Xiang:
Improving effort-aware defect prediction by directly learning to rank software modules. Inf. Softw. Technol. 165: 107250 (2024) - [j66]Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li:
Improving domain-specific neural code generation with few-shot meta-learning. Inf. Softw. Technol. 166: 107365 (2024) - [j65]Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li:
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering. IEEE Trans. Ind. Informatics 20(2): 1687-1697 (2024) - 2023
- [j64]Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky Keung:
The impact of class imbalance techniques on crashing fault residence prediction models. Empir. Softw. Eng. 28(2): 49 (2023) - [j63]Fuyang Li, Wanpeng Lu, Jacky Wai Keung, Xiao Yu, Lina Gong, Juan Li:
The impact of feature selection techniques on effort-aware defect prediction: An empirical study. IET Softw. 17(2): 168-193 (2023) - [j62]Fuyang Li, Peixin Yang, Jacky Wai Keung, Wenhua Hu, Haoyu Luo, Xiao Yu:
Revisiting 'revisiting supervised methods for effort-aware cross-project defect prediction'. IET Softw. 17(4): 472-495 (2023) - [j61]Xiao Yu, Heng Dai, Li Li, Xiaodong Gu, Jacky Wai Keung, Kwabena Ebo Bennin, Fuyang Li, Jin Liu:
Finding the best learning to rank algorithms for effort-aware defect prediction. Inf. Softw. Technol. 157: 107165 (2023) - [j60]Jacky Wai Keung, Leonardo Mariani, Jianwen Xiang, Xiao Yu:
ISSRE 2021 special section. Inf. Softw. Technol. 159: 107227 (2023) - [j59]Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung:
Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer. J. Syst. Softw. 200: 111672 (2023) - [j58]Fuyang Li, Kuan Zou, Jacky Wai Keung, Xiao Yu, Shuo Feng, Yan Xiao:
On the relative value of imbalanced learning for code smell detection. Softw. Pract. Exp. 53(10): 1902-1927 (2023) - [j57]Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang:
On the Significance of Category Prediction for Code-Comment Synchronization. ACM Trans. Softw. Eng. Methodol. 32(2): 30:1-30:41 (2023) - [j56]Xiaoxue Ma, Jacky Wai Keung, Xiao Yu, Huiqi Zou, Jingyu Zhang, Yishu Li:
AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation. IEEE Trans. Reliab. 72(4): 1663-1677 (2023) - 2022
- [j55]Shuo Feng, Jacky Keung, Peichang Zhang, Yan Xiao, Miao Zhang:
The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction. Inf. Softw. Technol. 142: 106742 (2022) - [j54]Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai:
Predicting the precise number of software defects: Are we there yet? Inf. Softw. Technol. 146: 106847 (2022) - [j53]Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang:
CASMS: Combining clustering with attention semantic model for identifying security bug reports. Inf. Softw. Technol. 147: 106906 (2022) - [j52]Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang:
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information. Inf. Softw. Technol. 148: 106922 (2022) - [j51]Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky Keung:
A Systematical Study on Application Performance Management Libraries for Apps. IEEE Trans. Software Eng. 48(8): 3044-3065 (2022) - 2021
- [j50]Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng:
AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features. Appl. Soft Comput. 111: 107649 (2021) - [j49]Md. Alamgir Kabir, Jacky Keung, Burak Turhan, Kwabena Ebo Bennin:
Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study. Appl. Soft Comput. 113(Part): 107870 (2021) - [j48]Jia Ru, Yun Yang, John C. Grundy, Jacky Keung, Li Hao:
An efficient deadline constrained and data locality aware dynamic scheduling framework for multitenancy clouds. Concurr. Comput. Pract. Exp. 33(5) (2021) - [j47]Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang:
COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction. Inf. Softw. Technol. 129: 106432 (2021) - [j46]Miao Zhang, Jacky Wai Keung, Yan Xiao, Md. Alamgir Kabir:
Evaluating the effects of similar-class combination on class integration test order generation. Inf. Softw. Technol. 129: 106438 (2021) - [j45]Zhou Xu, Tao Zhang, Jacky Keung, Meng Yan, Xiapu Luo, Xiaohong Zhang, Ling Xu, Yutian Tang:
Feature selection and embedding based cross project framework for identifying crashing fault residence. Inf. Softw. Technol. 131: 106452 (2021) - [j44]Ru Jia, Yun Yang, John Grundy, Jacky Keung, Li Hao:
A systematic review of scheduling approaches on multi-tenancy cloud platforms. Inf. Softw. Technol. 132: 106478 (2021) - [j43]Miao Zhang, Jacky Wai Keung, Tsong Yueh Chen, Yan Xiao:
Validating class integration test order generation systems with Metamorphic Testing. Inf. Softw. Technol. 132: 106507 (2021) - [j42]Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang:
Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction. Inf. Softw. Technol. 139: 106662 (2021) - [j41]Shujuan Jiang, Miao Zhang, Yanmei Zhang, Rongcun Wang, Qiao Yu, Jacky Wai Keung:
An Integration Test Order Strategy to Consider Control Coupling. IEEE Trans. Software Eng. 47(7): 1350-1367 (2021) - 2020
- [j40]Xiao Yu, Jin Liu, Jacky Wai Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui:
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM. IEEE Trans. Reliab. 69(1): 139-153 (2020) - 2019
- [j39]Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi:
Automated framework for classification and selection of software design patterns. Appl. Soft Comput. 75: 1-20 (2019) - [j38]Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden:
On the relative value of data resampling approaches for software defect prediction. Empir. Softw. Eng. 24(2): 602-636 (2019) - [j37]Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Ghufran Ahmad, Muhammad Rafiq Mufti, Hasan Ali Khattak:
Methodology for the quantification of the effect of patterns and anti-patterns association on the software quality. IET Softw. 13(5): 414-422 (2019) - [j36]Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi:
Improving bug localization with word embedding and enhanced convolutional neural networks. Inf. Softw. Technol. 105: 17-29 (2019) - [j35]Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, Jacky Keung:
TSTSS: A two-stage training subset selection framework for cross version defect prediction. J. Syst. Softw. 154: 59-78 (2019) - [j34]Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, Yutian Tang:
LDFR: Learning deep feature representation for software defect prediction. J. Syst. Softw. 158 (2019) - [j33]Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Mohammad Shameem:
GSEPIM: A roadmap for software process assessment and improvement in the domain of global software development. J. Softw. Evol. Process. 31(1) (2019) - [j32]Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi, Ghufran Ahmad, Muhammad Rafiq Mufti, Muhammad Asim Noor:
A methodology to rank the design patterns on the base of text relevancy. Soft Comput. 23(24): 13433-13448 (2019) - 2018
- [j31]Zhendong Shi, Jacky Keung, Kwabena Ebo Bennin, Xingjun Zhang:
Comparing learning to rank techniques in hybrid bug localization. Appl. Soft Comput. 62: 636-648 (2018) - [j30]Arif Ali Khan, Jacky Keung, Shahid Hussain, Mahmood Niazi, Suzanne Kieffer:
Systematic literature study for dimensional classification of success factors affecting process improvement in global software development: client-vendor perspective. IET Softw. 12(4): 333-344 (2018) - [j29]Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin:
Duplex output software effort estimation model with self-guided interpretation. Inf. Softw. Technol. 94: 1-13 (2018) - [j28]Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi:
Machine translation-based bug localization technique for bridging lexical gap. Inf. Softw. Technol. 99: 58-61 (2018) - [j27]Qing Mi, Jacky Keung, Yuqi Huo, Solomon Mensah:
Not all bug reopens are negative: A case study on eclipse bug reports. Inf. Softw. Technol. 99: 93-97 (2018) - [j26]Nachai Limsettho, Kwabena Ebo Bennin, Jacky W. Keung, Hideaki Hata, Kenichi Matsumoto:
Cross project defect prediction using class distribution estimation and oversampling. Inf. Softw. Technol. 100: 87-102 (2018) - [j25]Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Yujin Gao:
Improving code readability classification using convolutional neural networks. Inf. Softw. Technol. 104: 60-71 (2018) - [j24]Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada:
Implications of deep learning for the automation of design patterns organization. J. Parallel Distributed Comput. 117: 256-266 (2018) - [j23]Solomon Mensah, Jacky Keung, Jeffrey Svajlenko, Kwabena Ebo Bennin, Qing Mi:
On the value of a prioritization scheme for resolving Self-admitted technical debt. J. Syst. Softw. 135: 37-54 (2018) - [j22]Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin:
Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study. IEEE Trans. Reliab. 67(3): 1176-1198 (2018) - [j21]Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah:
MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction. IEEE Trans. Software Eng. 44(6): 534-550 (2018) - 2017
- [j20]Arif Ali Khan, Jacky W. Keung, Fazal-e-Amin, Mohammad Abdullah-Al-Wadud:
SPIIMM: Toward a Model for Software Process Improvement Implementation and Management in Global Software Development. IEEE Access 5: 13720-13741 (2017) - [j19]Shahid Hussain, Jacky Keung, Arif Ali Khan:
Software design patterns classification and selection using text categorization approach. Appl. Soft Comput. 58: 225-244 (2017) - [j18]Passakorn Phannachitta, Jacky Keung, Akito Monden, Kenichi Matsumoto:
A stability assessment of solution adaptation techniques for analogy-based software effort estimation. Empir. Softw. Eng. 22(1): 474-504 (2017) - [j17]Barbara A. Kitchenham, Lech Madeyski, David Budgen, Jacky Keung, Pearl Brereton, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong:
Robust Statistical Methods for Empirical Software Engineering. Empir. Softw. Eng. 22(2): 579-630 (2017) - [j16]Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Awais Ahmad:
Systematic literature review and empirical investigation of barriers to process improvement in global software development: Client-vendor perspective. Inf. Softw. Technol. 87: 180-205 (2017) - [j15]Jianglin Huang, Jacky Wai Keung, Federica Sarro, Yan-Fu Li, Yuen-Tak Yu, W. K. Chan, Hongyi Sun:
Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study. J. Syst. Softw. 132: 226-252 (2017) - 2016
- [j14]Arif Ali Khan, Jacky Keung:
Systematic review of success factors and barriers for software process improvement in global software development. IET Softw. 10(5): 125-135 (2016) - [j13]Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto:
LSA-X: Exploiting Productivity Factors in Linear Size Adaptation for Analogy-Based Software Effort Estimation. IEICE Trans. Inf. Syst. 99-D(1): 151-162 (2016) - 2013
- [j12]Jacky Keung, Ekrem Kocaguneli, Tim Menzies:
Finding conclusion stability for selecting the best effort predictor in software effort estimation. Autom. Softw. Eng. 20(4): 543-567 (2013) - [j11]Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung:
Kernel methods for software effort estimation - Effects of different kernel functions and bandwidths on estimation accuracy. Empir. Softw. Eng. 18(1): 1-24 (2013) - [j10]Bixin Li, Xiaobing Sun, Jacky Keung:
FCA-CIA: An approach of using FCA to support cross-level change impact analysis for object oriented Java programs. Inf. Softw. Technol. 55(8): 1437-1449 (2013) - [j9]Ekrem Kocaguneli, Tim Menzies, Jacky Keung, David R. Cok, Raymond J. Madachy:
Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data. IEEE Trans. Software Eng. 39(8): 1040-1053 (2013) - [j8]Tim Menzies, Adam Brady, Jacky Keung, Jairus Hihn, Steve Williams, Oussama El-Rawas, Phillip Green II, Barry W. Boehm:
Learning Project Management Decisions: A Case Study with Case-Based Reasoning versus Data Farming. IEEE Trans. Software Eng. 39(12): 1698-1713 (2013) - 2012
- [j7]Sadeka Islam, Jacky Keung, Kevin Lee, Anna Liu:
Empirical prediction models for adaptive resource provisioning in the cloud. Future Gener. Comput. Syst. 28(1): 155-162 (2012) - [j6]John C. Grundy, Gerald Kaefer, Jacky Keung, Anna Liu:
Guest Editors' Introduction: Software Engineering for the Cloud. IEEE Softw. 29(2): 26-29 (2012) - [j5]Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung:
Exploiting the Essential Assumptions of Analogy-Based Effort Estimation. IEEE Trans. Software Eng. 38(2): 425-438 (2012) - [j4]Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung:
On the Value of Ensemble Effort Estimation. IEEE Trans. Software Eng. 38(6): 1403-1416 (2012) - 2010
- [j3]Adam Brady, Tim Menzies, Oussama El-Rawas, Ekrem Kocaguneli, Jacky W. Keung:
Case-Based Reasoning for Reducing Software Development Effort. J. Softw. Eng. Appl. 3(11): 1005-1014 (2010) - 2008
- [j2]Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu:
Evaluating guidelines for reporting empirical software engineering studies. Empir. Softw. Eng. 13(1): 97-121 (2008) - [j1]Jacky Keung, Barbara A. Kitchenham, D. Ross Jeffery:
Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation. IEEE Trans. Software Eng. 34(4): 471-484 (2008)
Conference and Workshop Papers
- 2023
- [c84]Yishu Li, Jacky Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Yangyang Huang, Jingyu Zhang:
Towards Requirements Engineering Activities for Machine Learning-Enabled FinTech Applications. APSEC 2023: 121-130 - [c83]Sze Chit Au, Jacky Wai Keung:
New Technique for Stock Trend Analysis - Volume-weighted Squared Moving Average Convergence & Divergence. COMPSAC 2023: 987-988 - [c82]W. K. Chan, Y. T. Yu, Jacky W. Keung, Victor C. S. Lee:
Toward AI-assisted Exercise Creation for First Course in Programming through Adversarial Examples of AI Models. CSEE&T 2023: 132-136 - [c81]Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen:
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. EMNLP 2023: 2471-2484 - [c80]Peixin Yang, Lin Zhu, Wenhua Hu, Jacky Wai Keung, Liping Lu, Jianwen Xiang:
The Impact of the bug number on Effort-Aware Defect Prediction: An Empirical Study. Internetware 2023: 67-78 - [c79]Jingyu Zhang, Huitong Yang, Daijie Wu, Jacky Keung, Xuesong Li, Xinge Zhu, Yuexin Ma:
Cross-Modal and Cross-Domain Knowledge Transfer for Label-Free 3D Segmentation. PRCV (3) 2023: 465-477 - 2022
- [c78]Aiden Cheung, Jacky Keung:
On the Scrutinization of the NFT Valuation Factors. APSEC 2022: 564-565 - 2021
- [c77]Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang:
ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction. COMPSAC 2021: 228-237 - [c76]Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang:
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. ICPC 2021: 1-12 - 2020
- [c75]Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang:
A Drift Propensity Detection Technique to Improve the Performance for Cross-Version Software Defect Prediction. COMPSAC 2020: 882-891 - [c74]Zhen Yang, Jacky Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui:
Smart Contracts Vulnerability Auditing with Multi-semantics. COMPSAC 2020: 892-901 - 2019
- [c73]Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao:
A Deadline Constrained Preemptive Scheduler Using Queuing Systems for Multi-Tenancy Clouds. CLOUD 2019: 63-67 - [c72]Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao:
A Highly Efficient Data Locality Aware Task Scheduler for Cloud-Based Systems. CLOUD 2019: 496-498 - [c71]Miao Zhang, Jacky Keung, Yan Xiao, Md. Alamgir Kabir, Shuo Feng:
A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation. COMPSAC (1) 2019: 47-52 - [c70]Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang:
Assessing the Significant Impact of Concept Drift in Software Defect Prediction. COMPSAC (1) 2019: 53-58 - [c69]Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui:
Identifying Crashing Fault Residence Based on Cross Project Model. ISSRE 2019: 183-194 - [c68]Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky Wai Keung, Xiaofei Yin, Zhou Xu:
An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction. SANER 2019: 298-309 - 2018
- [c67]Yan Xiao, Jacky Keung:
Improving Bug Localization with Character-Level Convolutional Neural Network and Recurrent Neural Network. APSEC 2018: 703-704 - [c66]Jialin Yang, Wing Kwong Chan, Yuen-Tak Yu, Jacky Keung:
GBRAD: A General Framework to Evaluate Design Strategies for Hybrid Race Detection. COMPSAC (1) 2018: 126-131 - [c65]Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin:
Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest. EASE 2018: 101-111 - [c64]Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Xiupei Mei:
An Inception Architecture-Based Model for Improving Code Readability Classification. EASE 2018: 139-144 - [c63]Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah:
MAHAKIL: diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction. ICSE 2018: 699 - 2017
- [c62]Shahid Hussain, Jacky Keung, Arif Ali Khan, Kwabena Ebo Bennin:
Correlation between the Frequent Use of Gang-of-Four Design Patterns and Structural Complexity. APSEC 2017: 189-198 - [c61]Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin:
Improving Bug Localization with an Enhanced Convolutional Neural Network. APSEC 2017: 338-347 - [c60]Kwabena Ebo Bennin, Jacky Keung, Akito Monden:
Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models. APSEC 2017: 630-635 - [c59]Qing Mi, Yujin Gao, Jacky Keung, Yan Xiao, Solomon Mensah:
Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow. APSEC 2017: 636-641 - [c58]Shahid Hussain, Jacky W. Keung, Arif Ali Khan:
A Framework for Ranking of Software Design Patterns. CISIS 2017: 205-215 - [c57]Kwabena Ebo Bennin, Jacky Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah:
The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification. ESEM 2017: 364-373 - [c56]Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, He Zhang:
Systematic Literature Reviews of Software Process Improvement: A Tertiary Study. EuroSPI 2017: 177-190 - [c55]Shahid Hussain, Jacky Keung, Arif Ali Khan:
The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes. QRS 2017: 263-273 - [c54]Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin:
Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation. QRS 2017: 340-351 - [c53]Wai Nam Poon, Kwabena Ebo Bennin, Jianglin Huang, Passakorn Phannachitta, Jacky Wai Keung:
Cross-Project Defect Prediction Using a Credibility Theory Based Naive Bayes Classifier. QRS 2017: 434-441 - [c52]Jianglin Huang, Yan-Fu Li, Jacky Wai Keung, Yuen-Tak Yu, W. K. Chan:
An Empirical Analysis of Three-Stage Data-Preprocessing for Analogy-Based Software Effort Estimation on the ISBSG Data. QRS 2017: 442-449 - [c51]Qing Mi, Jacky Keung, Jianglin Huang, Yan Xiao:
Using Eye Tracking Technology to Analyze the Impact of Stylistic Inconsistency on Code Readability. QRS Companion 2017: 579-580 - [c50]Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain:
Towards a hypothetical framework of humans related success factors for process improvement in global software development: systematic review. SAC 2017: 180-186 - [c49]Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin, Patrick Kwaku Kudjo:
A Stratification and Sampling Model for Bellwether Moving Window. SEKE 2017: 481-486 - 2016
- [c48]Solomon Mensah, Jacky W. Keung, Michael Franklin Bosu, Kwabena Ebo Bennin:
Rework Effort Estimation of Self-admitted Technical Debt. QuASoQ/TDA@APSEC 2016: 72-75 - [c47]Passakorn Phannachitta, Jacky W. Keung, Kwabena Ebo Bennin, Akito Monden, Kenichi Matsumoto:
Filter-INC: Handling Effort-Inconsistency in Software Effort Estimation Datasets. APSEC 2016: 185-192 - [c46]Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden, Yasutaka Kamei, Naoyasu Ubayashi:
Investigating the Effects of Balanced Training and Testing Datasets on Effort-Aware Fault Prediction Models. COMPSAC 2016: 154-163 - [c45]Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin:
A Methodology to Automate the Selection of Design Patterns. COMPSAC Workshops 2016: 161-166 - [c44]Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song:
A Strategy to Determine When to Stop Using Automatic Bug Localization. COMPSAC 2016: 185-190 - [c43]Qing Mi, Jacky Keung:
An empirical analysis of reopened bugs based on open source projects. EASE 2016: 37:1-37:10 - [c42]Qing Mi, Jacky Keung, Yang Yu:
Measuring the Stylistic Inconsistency in Software Projects using Hierarchical Agglomerative Clustering. PROMISE 2016: 5:1-5:10 - [c41]Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin:
Detection of Fault-Prone Classes Using Logistic Regression Based Object-Oriented Metrics Thresholds. QRS Companion 2016: 93-100 - [c40]Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky Keung, Akito Monden, Naoyasu Ubayashi:
Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models. QRS 2016: 214-221 - [c39]Chung Man Tang, Jacky Keung, Yuen-Tak Yu, W. K. Chan:
DFL: Dual-Service Fault Localization. QRS 2016: 412-422 - [c38]Solomon Mensah, Jacky Keung, Kwabena Ebo Bennin, Michael Franklin Bosu:
Multi-Objective Optimization for Software Testing Effort Estimation. SEKE 2016: 527-530 - 2015
- [c37]Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin:
Performance Evaluation of Ensemble Methods For Software Fault Prediction: An Experiment. ASWEC (2) 2015: 91-95 - [c36]Jia Ru, John C. Grundy, Yun Yang, Jacky W. Keung, Li Hao:
Providing Fairer Resource Allocation for Multi-tenant Cloud-Based Systems. CloudCom 2015: 306-313 - [c35]Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto:
Case consistency: a necessary data quality property for software engineering data sets. EASE 2015: 19:1-19:10 - [c34]Arif Ali Khan, Jacky Keung, Shahid Hussain, Kwabena Ebo Bennin:
Effects of Geographical, Socio-cultural and Temporal Distances on Communication in Global Software Development during Requirements Change Management - A Pilot Study. ENASE 2015: 159-168 - 2014
- [c33]Jia Ru, John C. Grundy, Jacky W. Keung:
Software engineering for multi-tenancy computing challenges and implications. InnoSWDev@SIGSOFT FSE 2014: 1-10 - [c32]Mohammed Al-qadhi, Jacky W. Keung:
Cloud-based support for global software engineering: potentials, risks, and gaps. InnoSWDev@SIGSOFT FSE 2014: 57-64 - [c31]Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto:
Scaling up analogy-based software effort estimation: a comparison of multiple hadoop implementation schemes. InnoSWDev@SIGSOFT FSE 2014: 65-72 - [c30]Zhendong Shi, Jacky Keung, Qinbao Song:
An empirical study of BM25 and BM25F based feature location techniques. InnoSWDev@SIGSOFT FSE 2014: 106-114 - 2013
- [c29]Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto:
Improving Analogy-Based Software Cost Estimation through Probabilistic-Based Similarity Measures. APSEC (1) 2013: 541-546 - [c28]Jia Ru, Jacky Keung:
An Empirical Investigation on the Simulation of Priority and Shortest-Job-First Scheduling for Cloud-Based Software Systems. Australian Software Engineering Conference 2013: 78-87 - [c27]Passakorn Phannachitta, Jacky Keung, Ken-ichi Matsumoto:
An Empirical Experiment on Analogy-Based Software Cost Estimation with CUDA Framework. Australian Software Engineering Conference 2013: 165-174 - [c26]David Budgen, Barbara A. Kitchenham, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong, Jacky Keung, Pearl Brereton:
Lessons from Conducting a Distributed Quasi-experiment. ESEM 2013: 143-152 - 2012
- [c25]Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky Wai Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto:
An Investigation on Software Bug-Fix Prediction for Open Source Software Projects - A Case Study on the Eclipse Project. APSEC Workshops 2012: 112-119 - [c24]Masateru Tsunoda, Akito Monden, Jacky Wai Keung, Ken-ichi Matsumoto:
Incorporating Expert Judgment into Regression Models of Software Effort Estimation. APSEC 2012: 374-379 - [c23]Hao Zhong, Ye Yang, Jacky W. Keung:
Assessing the Representativeness of Open Source Projects in Empirical Software Engineering Studies. APSEC 2012: 808-817 - [c22]Akito Monden, Jacky Wai Keung, Shuji Morisaki, Yasutaka Kamei, Ken-ichi Matsumoto:
A Heuristic Rule Reduction Approach to Software Fault-proneness Prediction. APSEC 2012: 838-847 - [c21]Jacky Keung, Fanny Kwok:
Cloud Deployment Model Selection Assessment for SMEs: Renting or Buying a Cloud. UCC 2012: 21-28 - 2011
- [c20]Van T. K. Tran, Kevin Lee, Alan D. Fekete, Anna Liu, Jacky Keung:
Size Estimation of Cloud Migration Projects with Cloud Migration Point (CMP). ESEM 2011: 265-274 - 2010
- [c19]Liang Zhao, Anna Liu, Jacky Keung:
Evaluating Cloud Platform Architecture with the CARE Framework. APSEC 2010: 60-69 - [c18]Jacky W. Keung, Thong Nguyen:
Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning. APSEC 2010: 346-355 - [c17]Jacky W. Keung, Yan Liu, Kate Foster, Thong Nguyen:
A Statistical Method for Middleware System Architecture Evaluation. Australian Software Engineering Conference 2010: 183-191 - [c16]Ekrem Kocaguneli, Gregory Gay, Tim Menzies, Ye Yang, Jacky W. Keung:
When to use data from other projects for effort estimation. ASE 2010: 321-324 - [c15]Zheng Li, Liam O'Brien, He Zhang, Jacky Keung:
Towards SOA implementation complexity measurement enlightened by organization theory. PROFES (2) 2010: 12-15 - [c14]Zheng Li, Jacky Keung:
Software Cost Estimation Framework for Service-Oriented Architecture Systems Using Divide-and-Conquer Approach. SOSE 2010: 47-54 - 2009
- [c13]Jacky Keung:
Software Development Cost Estimation Using Analogy: A Review. Australian Software Engineering Conference 2009: 327-336 - [c12]Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung:
Quality Assessment of Mission Critical Middleware System Using MEMS. QSIC 2009: 259-268 - 2008
- [c11]Jacky Keung:
Theoretical Maximum Prediction Accuracy for Analogy-Based Software Cost Estimation. APSEC 2008: 495-502 - [c10]Jacky Keung, D. Ross Jeffery:
Automated Support for Software Cost Estimation Using Web-CoBRA. APSEC 2008: 519-526 - [c9]He Zhang, Jacky Keung, Barbara A. Kitchenham, D. Ross Jeffery:
Semi-quantitative Modeling for Managing Software Development Processes. Australian Software Engineering Conference 2008: 66-75 - [c8]Jacky Keung, Barbara A. Kitchenham:
Experiments with Analogy-X for Software Cost Estimation. Australian Software Engineering Conference 2008: 229-238 - [c7]Jacky Keung:
Empirical evaluation of analogy-x for software cost estimation. ESEM 2008: 294-296 - [c6]Yasutaka Kamei, Jacky Wai Keung, Akito Monden, Ken-ichi Matsumoto:
An over-sampling method for analogy-based software effort estimation. ESEM 2008: 312-314 - 2007
- [c5]Jacky Keung, Barbara A. Kitchenham:
Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation. APSEC 2007: 222-229 - [c4]Jacky Keung:
SPACE 2007 - 1st International Workshop on Software Productivity Analysis and Cost Estimation. APSEC 2007: 562 - 2006
- [c3]Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu:
Evaluating guidelines for empirical software engineering studies. ISESE 2006: 38-47 - 2004
- [c2]Jacky Keung, D. Ross Jeffery, Barbara A. Kitchenham:
The Challenge of Introducing a New Software Cost Estimation Technology into a Small Software Organisation. Australian Software Engineering Conference 2004: 52-59 - [c1]Jacky Keung, D. Ross Jeffery:
Exploring the issues of boundary definition in the application of cosmic-ffp to embedded systems. IASTED Conf. on Software Engineering 2004: 679-684
Editorship
- 2018
- [e1]Austen Rainer, Stephen G. MacDonell, Jacky W. Keung:
Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, EASE2018, Christchurch, New Zealand, June 28-29, 2018. ACM 2018 [contents]
Informal and Other Publications
- 2024
- [i10]Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao:
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. CoRR abs/2402.06247 (2024) - 2022
- [i9]Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky W. Keung:
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer. CoRR abs/2208.11523 (2022) - 2021
- [i8]Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang:
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. CoRR abs/2103.07164 (2021) - [i7]Shujuan Jiang, Miao Zhang, Yanmei Zhang, Rongcun Wang, Qiao Yu, Jacky Wai Keung:
An Integration Test Order Strategy to Consider Control Coupling. CoRR abs/2103.09471 (2021) - [i6]Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky Keung:
A Systematical Study on Application Performance Management Libraries for Apps. CoRR abs/2103.11286 (2021) - [i5]Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin:
Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study. CoRR abs/2105.07366 (2021) - [i4]Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin:
Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation. CoRR abs/2105.14179 (2021) - [i3]Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang:
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information. CoRR abs/2109.13073 (2021) - 2013
- [i2]Zheng Li, Jacky Keung:
Software Cost Estimation Framework for Service-Oriented Architecture Systems using Divide-and-Conquer Approach. CoRR abs/1302.2199 (2013) - [i1]Zheng Li, Liam O'Brien, Jacky Keung, Xiwei Xu:
Effort-Oriented Classification Matrix of Web Service Composition. CoRR abs/1302.2201 (2013)
Coauthor Index
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