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 Sukarna Barua (সুকর্ণ বড়ুয়া)


Assistant Professor

  •  Contact:
  • Room No. 209
    Department of Computer Science & Engineering
    Electrical and Computer Engineering (ECE) Building
    West Palashi
    Bangladesh University of Engineering & Technology (BUET)

  •  Telephone:
  • Office:
    Cell: 01674069126
    Residence:

  •  Email: sukarna.barua@gmail.com, sukarnabarua@cse.buet.ac.bd

  •  Homepage:

  •  Research Area:
  • Database, Data mining and Information Systems

  •  Research Interest:
  • Machine Learning
    Artificial Intelligence
    Wireless Networks

  •  Academic Background:
  • M.Sc. in Computer Science & Engineering, 2011
    Bangladesh University of Engineering & Technology.

    B.Sc. in Computer Science & Engineering, 2009
    Bangladesh University of Engineering & Technology.

  •  Selected Publications:
  •  Journal Papers:
  • 1. Sukarna Barua, Md. Monirul Islam, Xin Yao, and Kazuyuki Murase, MWMOTE: Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), IEEE, 2012

  •  Conference Papers:
  • 6. Samiha Samrose Mumu, Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Mohammad Hafiz Uddin, and Iftekhar Mahmud, Efficient Computation of Group Optimal Sequenced Routes in Road Networks. In Proceedings of 16th IEEE International Conference on Mobile Data Management, IEEE, Pittsburgh, Pennsylvania, USA, 2015
    5. Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Lars Kulik, and Egemen Tanin, Efficient Computation of Trips with Friends and Families. In Proceedings of 24th ACM International Conference on Information and Knowledge Management (CIKM), ACM, Melbourne, Australia, 2015
    4. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, GOS-IL: A Generalized Over-Sampling based Online Imbalanced Learning Framework. In Proceedings of 22nd International Conference on Neural Information Processing (ICONIP2015), Springer, Istanbul, Turkey, 2015
    3. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. In Proceedings of PAKDD- Pacific Asia Conference on Knowledge Discovery and Data Mining, Springer, Gold Coast, Australia, 2013
    2. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. In Proceedings of International Conference on Neural Information Processing (ICONIP), Springer-Verlag, Shanghai, China., pages 735-744, 2011
    1. Tanvir Al Amin, Sukarna Barua, and A.K.M. Ashikur Rahman, Load Aware Broadcast in Mobile Ad Hoc Networks. In Proceedings of IEEE International Conference on Communications (IEEE ICC), IEEE, Dresden, Germany, pages 1-5, 2009

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