- sukarna DOT barua AT gmail DOT com, sukarnabarua AT cse DOT buet DOT ac DOT bd
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Room No. 214
Department of Computer Science & Engineering
Electrical and Computer Engineering (ECE) Building
West Palashi
Bangladesh University of Engineering & Technology (BUET)
Biography
Sukarna Barua is working as an Associate Professor at the Department of Computer Science & Engineering (CSE) of Bangladesh University of Engineering & Technology (BUET). He obtained his bachelor’s degree and master’s degree from the Department of CSE, BUET, in the year 2009 and 2011 respectively. He graduated with a CGPA of 4.00 out of 4.00 and was awarded the University Gold Medal for achieving highest CGPA among all graduates. His research interests include machine learning, data mining, and spatial query algorithms. His research works have been published in reputed venues like IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), ACM International Conference on Information and Knowledge Management (ACM CIKM), Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), and International Conference on Extending Database Technology (EDBT).
Education
Bangladesh University of Engineering & Technology.
B.Sc. in Computer Science & Engineering, 2009
Bangladesh University of Engineering & Technology.
Research Interest
Artificial Intelligence
Wireless Networks
Publications
| 1. | Joydeb Kumar Sana, M Sohel Rahman, M Saifur Rahman, A Novel Loan Eligibility Prediction Model with Effective Use of Data Transformation Methods, Knowledge-Based Systems, 329 Part A, 2025. Journal DOI |
| 2. | Roksana Jahan, Tanzima Hashem, Flora D. Salim, Sukarna Barua, Efficient Trip Scheduling Algorithms for Groups, Information Systems, 84, 145-173, 2019. Journal DOI |
| 3. | 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. Conference |
| 4. | 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. Conference |
| 5. | 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. Conference |
| 6. | 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. Conference |
| 7. | 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. Conference |
| 8. | 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. Conference |
| 9. | 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. Conference |
| 10. | 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. Journal |
| 11. | 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. Conference |
| 12. | 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. Conference |