Hareton Leung

Publication Activity (10 Years)

Years Active: 2000-2021
Publications (10 Years): 32

Top Topics

Clustering Ensemble

Service Composition

Top Venues

Inf. Softw. Technol.

J. Syst. Softw.

Sci. China Inf. Sci.

Publications

Pengcheng Zhang, Fang Xiong, Hareton Leung, Wei Song
FunkR-pDAE: Personalized Project Recommendation Using Deep Learning. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Pengcheng Zhang, Yangyang Jia, Jerry Gao, Wei Song, Hareton Leung
Short-Term Rainfall Forecasting Using Multi-Layer Perceptron. IEEE Trans. Big Data 6 (1) (2020)
Lin Chen, Di Wu, Wanwangying Ma, Yuming Zhou, Baowen Xu, Hareton Leung
How C++ Templates Are Used for Generic Programming: An Empirical Study on 50 Open Source Systems. ACM Trans. Softw. Eng. Methodol. 29 (1) (2020)
Xintao Niu, Changhai Nie, Jeff Yu Lei, Hareton Leung, Xiaoyin Wang
Identifying Failure-Causing Schemas in the Presence of Multiple Faults. IEEE Trans. Software Eng. 46 (2) (2020)
Xintao Niu, Changhai Nie, Hareton Leung, Yu Lei, Xiaoyin Wang, Jiaxi Xu, Yan Wang
An Interleaving Approach to Combinatorial Testing and Failure-Inducing Interaction Identification. IEEE Trans. Software Eng. 46 (6) (2020)
Xiaobing Sun, Hui Yang, Hareton Leung, Bin Li, Hanchao Jerry Li, Lingzhi Liao
Effectiveness of exploring historical commits for developer recommendation: an empirical study. Frontiers Comput. Sci. 12 (3) (2018)
Pengcheng Zhang, Patrizio Pelliccione, Hareton Leung, Xuandong Li
Automatic generation of predictive monitors from scenario-based specifications. Inf. Softw. Technol. 98 (2018)
Xin Luo, MengChu Zhou, Shuai Li, Yunni Xia, Zhu-Hong You, Qingsheng Zhu, Hareton Leung
Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data. IEEE Trans. Cybern. 48 (4) (2018)
Pengcheng Zhang, Yangyang Jia, Lei Zhang, Jerry Gao, Hareton Leung
A deep belief network based precipitation forecast approach using multiple environmental factors. Intell. Data Anal. 22 (4) (2018)
Wenrui Li, Pengcheng Zhang, Hareton Leung, Shunhui Ji
A Novel QoS Prediction Approach for Cloud Services Using Bayesian Network Model. IEEE Access 6 (2018)
Pengcheng Zhang, Huiying Jin, Yuan Zhuang, Hareton Leung, Wei Song, Yu Zhou
Weighted Bayesian Runtime Monitor: A Novel QoS Monitoring Approach Sensitive to Environmental Factors. Int. J. Softw. Eng. Knowl. Eng. 28 (9) (2018)
Pengcheng Zhang, Huiying Jin, Zhipeng He, Hareton Leung, Wei Song, Yan Jiang
IgS-wBSRM: A time-aware Web Service QoS monitoring approach in dynamic environments. Inf. Softw. Technol. 96 (2018)
Zecheng Li, Li Liao, Hareton Leung, Bixin Li, Chao Li
Evaluating the credibility of cloud services. Comput. Electr. Eng. 58 (2017)
Yangyang Zhao, Hareton Leung, Yibiao Yang, Yuming Zhou, Baowen Xu
Towards an understanding of change types in bug fixing code. Inf. Softw. Technol. 86 (2017)
Yutian Tang, Hareton Leung
Constructing feature model by identifying variability-aware modules. ICPC (2017)
Pengcheng Zhang, Liyan Wang, Wenrui Li, Hareton Leung, Wei Song
A Web Service QoS Forecasting Approach Based on Multivariate Time Series. ICWS (2017)
Pengcheng Zhang, Xuewu Zhou, Patrizio Pelliccione, Hareton Leung
RBF-MLMR: A Multi-Label Metamorphic Relation Prediction Approach Using RBF Neural Network. IEEE Access 5 (2017)
Yutian Tang, Hareton Leung
StiCProb: A novel feature mining approach using conditional probability. SANER (2017)
Yangyang Zhao, Yibiao Yang, Hongmin Lu, Jinping Liu, Hareton Leung, Yansong Wu, Yuming Zhou, Baowen Xu
Understanding the value of considering client usage context in package cohesion for fault-proneness prediction. Autom. Softw. Eng. 24 (2) (2017)
Pengcheng Zhang, Lei Zhang, Hareton Leung, Jimin Wang
A Deep-Learning Based Precipitation Forecasting Approach Using Multiple Environmental Factors. BigData Congress (2017)
Pengcheng Zhang, Yan Xiao, Yuelong Zhu, Jun Feng, Dingsheng Wan, Wenrui Li, Hareton Leung
A New Symbolization and Distance Measure Based Anomaly Mining Approach for Hydrological Time Series. Int. J. Web Serv. Res. 13 (3) (2016)
Xin Luo, MengChu Zhou, Hareton Leung, Yunni Xia, Qingsheng Zhu, Zhu-Hong You, Shuai Li
An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering. IEEE Trans Autom. Sci. Eng. 13 (1) (2016)
Pengcheng Zhang, Yingtao Sun, Wenrui Li, Wei Song, Hareton Leung
A Combinational QoS-Prediction Approach Based on RBF Neural Network. SCC (2016)
Zhiwen Yu, Peinan Luo, Si Wu, Guoqiang Han, Jane You, Hareton Leung, Hau-San Wong, Jun Zhang
Incremental semi-supervised clustering ensemble for high dimensional data clustering. ICDE (2016)
Zhiwen Yu, Hantao Chen, Jiming Liu, Jane You, Hareton Leung, Guoqiang Han
Hybrid k-Nearest Neighbor Classifier. IEEE Trans. Cybern. 46 (6) (2016)
Zhiwen Yu, Peinan Luo, Jane You, Hau-San Wong, Hareton Leung, Si Wu, Jun Zhang, Guoqiang Han
Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering. IEEE Trans. Knowl. Data Eng. 28 (3) (2016)
Yibiao Yang, Yuming Zhou, Jinping Liu, Yangyang Zhao, Hongmin Lu, Lei Xu, Baowen Xu, Hareton Leung
Effort-aware just-in-time defect prediction: simple unsupervised models could be better than supervised models. SIGSOFT FSE (2016)
Wenrui Li, Yan Cheng, Pengcheng Zhang, Hareton Leung
An Automatic Recovery Mechanism for Cloud Service Composition. Int. J. Web Serv. Res. 13 (1) (2016)
Xiaobing Sun, Xin Peng, Hareton Leung, Bin Li
ComboRT: A New Approach for Generating Regression Test Cases for Evolving Programs. Int. J. Softw. Eng. Knowl. Eng. 26 (6) (2016)
Pengcheng Zhang, Qing Han, Wenrui Li, Hareton Leung, Wei Song
A Novel QoS Prediction Approach for Cloud Service Based on Bayesian Networks Model. IEEE MS (2016)
Lulu Wang, Bixin Li, Hareton Leung
A new method to encode calling contexts with recursions. Sci. China Inf. Sci. 59 (5) (2016)
Dong Qiu, Bixin Li, Hareton Leung
Understanding the API usage in Java. Inf. Softw. Technol. 73 (2016)
Pengcheng Zhang, Yuan Zhuang, Hareton Leung, Wei Song, Yu Zhou
A Novel QoS Monitoring Approach Sensitive to Environmental Factors. ICWS (2015)
Dingsheng Wan, Yan Xiao, Pengcheng Zhang, Hareton Leung
Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural Network. BigData Congress (2015)
Xiaobing Sun, Bixin Li, Hareton Leung, Bin Li, Junwu Zhu
Static change impact analysis techniques: A comparative study. J. Syst. Softw. 109 (2015)
Xin Luo, Mengchu Zhou, Shuai Li, Yunni Xia, Zhuhong You, Qingsheng Zhu, Hareton Leung
An Efficient Second-Order Approach to Factorize Sparse Matrices in Recommender Systems. IEEE Trans. Ind. Informatics 11 (4) (2015)
Xin Luo, Zhong Ming, Zhuhong You, Shuai Li, Yunni Xia, Hareton Leung
Improving network topology-based protein interactome mapping via collaborative filtering. Knowl. Based Syst. 90 (2015)
Yutian Tang, Hareton Leung
Top-down Feature Mining Framework for Software Product Line. ICEIS (2) (2015)
Bixin Li, Lulu Wang, Hareton Leung
Profiling selected paths with loops. Sci. China Inf. Sci. 57 (7) (2014)
Xiaobing Sun, Hareton Leung, Bin Li, Bixin Li
Change impact analysis and changeability assessment for a change proposal: An empirical study ☆☆. J. Syst. Softw. 96 (2014)
Yuming Zhou, Baowen Xu, Hareton Leung, Lin Chen
An in-depth study of the potentially confounding effect of class size in fault prediction. ACM Trans. Softw. Eng. Methodol. 23 (1) (2014)
Anming Li, Hareton Leung, Yvette Lui
Friend recommendation for weight loss app. UbiComp Adjunct (2014)
Bixin Li, Li Liao, Hareton Leung, Rui Song
PHAT: A Preference and Honesty Aware Trust Model for Web Services. IEEE Trans. Netw. Serv. Manag. 11 (3) (2014)
Yuming Zhou, Yibiao Yang, Baowen Xu, Hareton Leung, Xiaoyu Zhou
Source code size estimation approaches for object-oriented systems from UML class diagrams: A comparative study. Inf. Softw. Technol. 56 (2) (2014)
Chunli Xie, Bixin Li, Hareton Leung
SRM: a staged reliability model for Web service. Innov. Syst. Softw. Eng. 10 (2) (2014)
Bixin Li, Qiandong Zhang, Xiaobing Sun, Hareton Leung
Using water wave propagation phenomenon to study software change impact analysis. Adv. Eng. Softw. 58 (2013)
Lianfa Li, Hareton Leung
Predicting Fault-proneness of Object-Oriented System Developed with Agile Process using Learned Bayesian Network. ICEIS (2) (2013)
Changhai Nie, Jing Jiang, Huayao Wu, Hareton Leung, Charles J. Colbourn
Empirically Identifying the Best Greedy Algorithm for Covering Array Generation. ICST Workshops (2013)
Pengcheng Zhang, Jun Yu, Wenrui Li, Hareton Leung
Game-Based Monitors for Scenario-Based Specification. ICECCS (2013)
Lianfa Li, Hareton Leung
Bayesian Prediction of Fault-Proneness of Agile-Developed Object-Oriented System. ICEIS (2013)
Pengcheng Zhang, Hareton Leung, Wenrui Li, Xuandong Li
Web services property sequence chart monitor: a tool chain for monitoring BPEL-based web service composition with scenario-based specifications. IET Softw. 7 (4) (2013)
Changhai Nie, Hareton Leung, Kai-Yuan Cai
Adaptive Combinatorial Testing. QSIC (2013)
Bixin Li, Qiandong Zhang, Xiaobing Sun, Hareton Leung
WAVE-CIA: a novel CIA approach based on call graph mining. SAC (2013)
Bixin Li, Xiaobing Sun, Hareton Leung, Sai Zhang
A survey of code-based change impact analysis techniques. Softw. Test. Verification Reliab. 23 (8) (2013)
Yuelong Zhu, Meijun Xu, Pengcheng Zhang, Wenrui Li, Hareton Leung
Bayesian Probabilistic Monitor: A New and Efficient Probabilistic Monitoring Approach Based on Bayesian Statistics. QSIC (2013)
Changhai Nie, Siyang Chen, Hareton Leung, Kai-Yuan Cai
A Case Study of Adaptive Combinatorial Testing. COMPSAC Workshops (2013)
Bixin Li, Shunhui Ji, Dong Qiu, Hareton Leung, Gongyuan Zhang
Verifying the Concurrent Properties in BPEL Based Web Service Composition Process. IEEE Trans. Netw. Serv. Manag. 10 (4) (2013)
Bixin Li, Xiaobing Sun, Hareton Leung
Combining concept lattice with call graph for impact analysis. Adv. Eng. Softw. 53 (2012)
Bixin Li, Dong Qiu, Hareton Leung, Di Wang
Automatic test case selection for regression testing of composite service based on extensible BPEL flow graph. J. Syst. Softw. 85 (6) (2012)
Hongmin Lu, Yuming Zhou, Baowen Xu, Hareton Leung, Lin Chen
The ability of object-oriented metrics to predict change-proneness: a meta-analysis. Empir. Softw. Eng. 17 (3) (2012)
Yuming Zhou, Hareton Leung, Qinbao Song, Jianjun Zhao, Hongmin Lu, Lin Chen, Baowen Xu
An in-depth investigation into the relationships between structural metrics and unit testability in object-oriented systems. Sci. China Inf. Sci. 55 (12) (2012)
Changhai Nie, Huayao Wu, Yalan Liang, Hareton Leung, Fei-Ching Kuo, Zheng Li
Search Based Combinatorial Testing. APSEC (2012)
Bixin Li, Lulu Wang, Hareton Leung, Fei Liu
Profiling all paths: A new profiling technique for both cyclic and acyclic paths. J. Syst. Softw. 85 (7) (2012)
Yuelong Zhu, Xiaobin Wu, Pengcheng Zhang, Hareton Leung, Wenrui Li
Predicting Failures in Dynamic Composite Services with Proactive Monitoring Technique. SERVICES (2012)
Chin-Yu Huang, Hareton Leung, Wu-Hon Francis Leung, Osamu Mizuno
Software Quality Assurance Methodologies and Techniques. Adv. Softw. Eng. 2012 (2012)
Changhai Nie, Hareton Leung
The Minimal Failure-Causing Schema of Combinatorial Testing. ACM Trans. Softw. Eng. Methodol. 20 (4) (2011)
Changhai Nie, Hareton Leung
A survey of combinatorial testing. ACM Comput. Surv. 43 (2) (2011)
Lianfa Li, Hareton Leung
Mining Static Code Metrics for a Robust Prediction of Software Defect-Proneness. ESEM (2011)
Peng Zhou, Hareton Leung
A New Method and Metric for Quantitative Risk Analysis. ICEIS (3) (2011)
Lianfa Li, Jinfeng Wang, Hareton Leung
Using spatial analysis and Bayesian network to model the vulnerability and make insurance pricing of catastrophic risk. Int. J. Geogr. Inf. Sci. 24 (12) (2010)
Yuming Zhou, Baowen Xu, Hareton Leung
On the ability of complexity metrics to predict fault-prone classes in object-oriented systems. J. Syst. Softw. 83 (4) (2010)
Lianfa Li, Hareton Leung
Using the Number of Faults to Improve Fault-Proneness Prediction of the Probability Models. CSIE (7) (2009)
Hareton Leung, Michael Deng
A Study of Communication Management in Chinese IT Projects. Software Engineering Research and Practice (2008)
Yuming Zhou, Hareton Leung
Predicting object-oriented software maintainability using multivariate adaptive regression splines. J. Syst. Softw. 80 (8) (2007)
Yuming Zhou, Hareton Leung, Pinata Winoto
MNav: A Markov Model-Based Web Site Navigability Measure. IEEE Trans. Software Eng. 33 (12) (2007)
Chi Wah Man, Wing Yee Winnie Kong, Wai Hung Eddie Yui, Pui Fan Jessie Tam, Hareton Leung
A Study of CRM Implementation in Financial Industry. CSREA EEE (2006)
Yuming Zhou, Hareton Leung
Empirical Analysis of Object-Oriented Design Metrics for Predicting High and Low Severity Faults. IEEE Trans. Software Eng. 32 (10) (2006)
Minghui Wu, Hareton Leung
A Knowledge-based Framework for Software Development Outsourcing Decision. IASTED Conf. on Software Engineering (2005)
Hareton Leung
Organizational Factors for Successful Management of Software Development. J. Comput. Inf. Syst. 42 (2) (2002)
Hareton Leung, Vincent Li
A process model for certification of product and process. IRMA Conference (2000)