name: zhong-liang zhang 
professional title: associate professor
research area: data analysis
service science
biography
zhong-liang zhang received his ph.d. degree in system engineering from the northeastern university, china. he is currently a associate professor in the department of information management and information system, hangzhou dianzi university, china. his current research interests include data mining, imbalanced learning and evolutionary algorithms, service science. he is the author of more than 10 papers on peer-reviewed journals including ins, kbs, eaai, neucom, ipm, etc.
research projects
national science foundation of china (nsfc proj. 71801065)
publications
[1] zhong-liang zhang, yu-yu chen, jing li, xing-gang luo. a distance-based weighting framework for boosting the performance of dynamic ensemble selection[j]. information processing & management, 2019, 56(4): 1300-1316. (sci/ssci, jcr一区)
[2] xing-gang luo, hong-bo zhang, zhong-liang zhang (通讯作者), yang yu, ke li. a new framework of intelligent public transportation system based on the internet of things[j]. ieee access, 2019, 7: 55290-55304. (sci, jcr一区)
[3] wei qi, xing-gang luo, xu-wang liu, yang yu, zhong-liang zhang. product line pricing under marginal moment model with network effect[j]. complexity, 2019, 2019. (sci, jcr一区)
[4] zhong-liang zhang, xing-gang luo, sergio gonzález, salvador garcía, francisco herrera. drcw-aseg: one-versus-one distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets. neurocomputing, 2018, 285: 176-187. (sci, jcr一区)
[5] zhong-liang zhang, xing-gang luo, yangyu, bo-wenyuan, jia-futang. integration of an improved dynamic ensemble selection approach to enhance one-vs-one scheme. engineering applications of artificial intelligence, 2018, 74: 43-53. (sci, jcr一区)
[6] salvador garcía, zhong-liang zhang, abdulrahman altalhi, saleh alshomrani, francisco herrera. dynamic ensemble selection for multi-class imbalanced datasets. information sciences, 2018, 445: 22-37. (sci, jcr一区)
[7] zhong-liang zhang, xing-gang luo, salvador garcía, jia-fu tang, francisco herrera. exploring effectiveness of dynamic ensemble selection in the one-versus-one scheme. knowledge-based systems, 2017, 125: 53-63. (sci, jcr一区)
[8] zhong-liang zhang, xing-gang luo, salvador garcía, francisco herrera. cost-sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems. applied soft computing, 2017, 56: 357-367. (sci, jcr一区)
[9] zhong-liang zhang, bartosz krawczyk, salvador garcìa, alejandro rosales-pérez , francisco herrera. empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data. knowledge-based systems, 2016, 106: 251-263. (sci, jcr一区)
courses
* java
* management information systems