Research Interest

  • Data cleansing and preprocessing
  • Missing and corrupt value analysis
  • Outlier analysis
  • Data discretization
  • Data mining and knowledge discovery
  • Machine learning
  • Pattern recognition
  • Big data analysis
  • Bioinformatics
  • Neural networks
  • and so on.

Research Experience

  • Postdoctoral Research Fellowship
    – March 2015 to December 2015, ICube Laboratory, University of Strasbourg, France.
    – Research topic: Rethinking the Essence, Flexibility and Reusability of Advanced Model Exploitation

  • Research for PhD
    – March 2011 to December 2014, School of Computing and Mathematics, Charles Sturt University, Australia.
    – Research topic: Data cleansing for data quality improvement in data mining

  • Research for M.Sc.
    – July 2001 to June 2002, Department of Computer Science and Engineering, Rajshahi University, Bangladesh
    – Research topic: An Approach to Design and Development of a Bangla Programming Environment with its Compiler

  • Research for B.Sc.
    – July 1997 to June 2001, Department of Computer Science and Engineering, Rajshahi University, Bangladesh
    – Research topic: An Approach to Develop a Signature Identification System Using Neural Network Computing Technique