Prof. Bin Gu

IEEE Member

School of Computer and Software

Nanjing University of Information Science and Technology, China

Bio:

Scientific research results:

Major scientific research projects undertaken in recent years:

• 2016.1-2019.12 2016.1-2019.12 Research on Support Vector Machines for Big Data from Crowdsourcing, National Natural Science Foundation of China General Project, hosted.

• 2013.1-2015.12 2013.1-2015.12 Research on accurate incremental support vector machines, National Natural Science Foundation of China Youth Program, hosted.

• 2012.2-2013.12 2012.2-2013.12 Research and Application of Accurate Incremental Support Vector Machines, Nanjing University of Information Science and Technology Research Start-up Fund, hosted.

• 2007.9-2008.7 Civil Aviation Public Information Service Platform Based on Service Architecture, National 863 Key Project, Participated.
  
  

Representative scientific research achievements:

Published a number of SCI journal papers in the field of machine learning (such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks and Learning Systems), top machine learning conferences (NIPS, ICML), top conference data mining (KDD) artificial Top Conference on Intelligence (AAAI, IJCAI) Papers.

Research fields and directions:

Research interests are mainly machine learning, business intelligence analysis and medical image analysis, including optimization methods in machine learning (incremental learning of support vector machines, big data learning, model selection, sparse learning), cost-sensitive learning, introduction Learning of prior knowledge and its application in business intelligence and medical image analysis.