faculty image


Contact:
Room No. 214
Department of Computer Science & Engineering
Electrical and Computer Engineering (ECE) Building
West Palashi
Bangladesh University of Engineering & Technology (BUET)

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

Telephone:
Office:
Cell:
Residence:

Web page:

Sukarna Barua (সুকর্ণ বড়ুয়া)

Associate Professor
Research Area:
Database, Data mining and Information Systems
Big Data Analytics
Machine Learning
Cybersecurity

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. Roksana Jahan, Tanzima Hashem, Flora D. Salim, Sukarna Barua, Efficient Trip Scheduling Algorithms for Groups, Information Systems, 84, 145-173, 2019. [paper link]
2. Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase, MWMOTE: Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2012.
Conference Papers:

1. Sukarna Barua, Roksana Jahan, T. Ahmed, Weighted Optimal Sequenced Group Trip Planning Queries, 18th IEEE International Conference on Mobile Data Management (MDM), 222-227, 2017.
2. Anika Tabassum, Sukarna Barua, Tanzima Hashem, Tasmin Chowdhury, Dynamic Group Trip Planning Queries in Spatial Databases, 29th International Conference on Scientific and Statistical Database Management (SSDBM), 38:1-38:6, 2017.
3. Roksana Jahan, Tanzima Hashem, Sukarna Barua, Group Trip Scheduling (GTS) Queries in Spatial Databases, 20th International Conference on Extending Database Technology (EDBT), 390-401, 2017.
4. Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase, GOS-IL: A Generalized Over-Sampling based Online Imbalanced Learning Framework, 22nd International Conference on Neural Information Processing (ICONIP2015), 2015.
5. Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Lars Kulik, Egemen Tanin, Efficient Computation of Trips with Friends and Families, 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015.
6. Samiha Samrose Mumu, Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Mohammad Hafiz Uddin, Iftekhar Mahmud, Efficient Computation of Group Optimal Sequenced Routes in Road Networks, 16th IEEE International Conference on Mobile Data Management, 2015.
7. Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase, ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning, PAKDD- Pacific Asia Conference on Knowledge Discovery and Data Mining, 2013.
8. Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase, A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning, International Conference on Neural Information Processing (ICONIP), 735-744, 2011.
9. Tanvir Al Amin, Sukarna Barua, A.K.M. Ashikur Rahman, Load Aware Broadcast in Mobile Ad Hoc Networks, IEEE International Conference on Communications (IEEE ICC), 1-5, 2009.