Mohammad Zoynul Abedin
Dalian University of Technology
Dr. Abedin is a Post Doctoral Fellow at the school of Maritime Economics and Management, Dalian Maritime University, Dalian 116026, China.
He holds Doctor of Philosophy in Investment Theory from the Dalian University of Technology, Dalian 116024, China. Prior to this, Dr. Abedin earned MBA and BBA in Finance from the University of Chittagong, Chittagong 4331, Bangladesh.
In addition, Dr. Abedin is an Associate Professor, Department of Finance and Banking, Hajee Mohammad Danesh Science and Technology University, Dinajpur 5200, Bangladesh.
He has totaled twenty-eight peer reviewed publications, and his recent manuscripts have been published on the Web of Knowledge (WoK) Database, for example, Journal of Business Economics and Management, Risk Management, Journal of Credit Risk, International Journal of Finance & Economics, and so forth.
His research interests includes Data Science and Business Intelligence.
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An optimized support vector machine intelligent technique using optimized feature selection methods: evidence from Chinese credit approval data
This paper focuses on feature selection methods for support vector machine (SVM) classifiers, checking their optimality by comparing them with some statistical and baseline methods.
In this study, the authors address the fact that the ranking of classifiers varies for different criteria with measures under different circumstances, by proposing the simultaneous application of support vector machine and probabilistic neural network …