DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING

DR. SELINA SHARMIN

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Home Experience Research Supervision

Journal Publications:
1.	Maheen Islam, Fernaz Narin Nur, Selina Sharmin, Sajeeb Saha, Majharul Haque, Ahsan Habib, “Q-DMAC: Quality-Aware Distributed Channel Selection MAC Protocol for Enhancing Multi-Channel Communication in Directional Sensor Networks”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE), Volume - 13, Page No. - 50996-51011, 2025 Click here for details
2.	Mondira Chakraborty, Sajeeb Saha, Selina Sharmin, “Quality-aware bus-driver scheduling for intelligent transportation system”, Transportation Engineering , Elsevier BV, Volume - 20, Page No. - 100337, 2025 Click here for details
3.	Tanvir Ahammad, Apurbo Kormokar, Sabina Yasmin, Selina Sharmin, “Analyzing dengue outbreak patterns using integrated machine learning approaches: A study in Bangladesh”, Health Informatics Journal , SAGE Publications, Issue - 3, Volume - 31, 2025 Click here for details
4.	Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni, “Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction”, Journal of Big Data , Springer Science and Business Media LLC, Issue - 1, Volume - 11, 2024 Click here for details
5.	Md. Naimul Pathan, Maisha Muntaha, Selina Sharmin, Sajeeb Saha, Md. Ashraf Uddin, Fernaz Narin Nur, Sunil Aryal, “Priority based energy and load aware routing algorithms for SDN enabled data center network”, Computer Networks , Elsevier BV, Volume - 240, Page No. - 110166, 2024 Click here for details
6.	Nadia Motalib Laboni, Sadia Jahangir Safa, Selina Sharmin, Md. Abdur Razzaque, Md. Mustafizur Rahman, Mohammad Mehedi Hassan, “A Hyper Heuristic Algorithm for Efficient Resource Allocation in 5G Mobile Edge Clouds”, IEEE Transactions on Mobile Computing , Institute of Electrical and Electronics Engineers (IEEE), Issue - 1, Volume - 23, Page No. - 29-41, 2024 Click here for details
7.	Md. Alamin Talukder, Selina Sharmin, Md Ashraf Uddin, Md Manowarul Islam, Sunil Aryal, “MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs”, International Journal of Information Security , Springer Science and Business Media LLC, Issue - 3, Volume - 23, Page No. - 2139-2158, 2024 Click here for details
8.	Md. Manowarul Islam, Md Abdul Ahad Adil, Md. Alamin Talukder, Md. Khabir Uddin Ahamed, Md Ashraf Uddin, Md. Kamran Hasan, Selina Sharmin, Md. Mahbubur Rahman, Sumon Kumar Debnath, “DeepCrop: Deep learning-based crop disease prediction with web application”, Journal of Agriculture and Food Research , Elsevier BV, Volume - 14, Page No. - 100764, 2023 Click here for details
9.	Md. Manowarul Islam, Md. Alamin Talukder, Md. Ruhul Amin Sarker, Md Ashraf Uddin, Arnisha Akhter, Selina Sharmin, Md. Selim Al Mamun, Sumon Kumar Debnath, “A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture”, Intelligent Systems with Applications , Elsevier BV, Volume - 20, Page No. - 200278, 2023 Click here for details
10.	Partho Ghose, Md. Ashraf Uddin, Uzzal Kumar Acharjee, Selina Sharmin, “Deep viewing for the identification of Covid-19 infection status from chest X-Ray image using CNN based architecture”, Intelligent Systems with Applications , Elsevier BV, Volume - 16, Page No. - 200130, 2022 Click here for details
11.	Tanvir Ahammad, Tamanna Yesmin, Mahmudul Hasan, Sudipta Kumar Mondal, Selina Sharmin, “An approach for collaboration between different stakeholders to strengthen the public health system”, Informatica , Slovenian Association Informatika, Issue - 7, Volume - 46, 2022 Click here for details
12.	Maheen Islam, Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Abdulhameed Alelaiwi, “High-Throughput Link-Channel Selection and Power Allocation in Wireless Mesh Networks”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE), Volume - 7, Page No. - 161040-161051, 2019 Click here for details
13.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, Ahmad Almogren, Mohammad Mehedi Hassan, “Tradeoff Between Sensing Quality and Network Lifetime for Heterogeneous Target Coverage Using Directional Sensor Nodes”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE), Volume - 5, Page No. - 15490-15504, 2017 Click here for details
14.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, Abdulhameed Alelaiwi, Mohammad Mehedi Hassan, Sk.Md. Mizanur Rahman, “α-Overlapping area coverage for clustered directional sensor networks”, Computer Communications , Elsevier BV, Volume - 109, Page No. - 89-103, 2017 Click here for details
15.	Fernaz Narin Nur, Selina Sharmin, Md. Ahsan Habib, Md. Abdur Razzaque, Md. Shariful Islam, Ahmad Almogren, Mohammad Mehedi Hassan, Atif Alamri, “Collaborative neighbor discovery in directional wireless sensor networks: algorithm and analysis”, EURASIP Journal on Wireless Communications and Networking , Springer Science and Business Media LLC, Issue - 1, Volume - 2017, 2017 Click here for details
16.	Fernaz Narin Nur, Selina Sharmin, Md. Abdur Razzaque, Md. Shariful Islam, Mohammad Mehedi Hassan, “A Low Duty Cycle MAC Protocol for Directional Wireless Sensor Networks”, Wireless Personal Communications , Springer Science and Business Media LLC, Issue - 4, Volume - 96, Page No. - 5035-5059, 2016 Click here for details
Conference Publications:
1.	Partho Ghose, Uzzal Kumar Acharjee, Md. Amirul Islam, Selina Sharmin, Md. Ashraf Uddin, “Deep Viewing for Covid-19 Detection from X-Ray Using CNN Based Architecture”, 2021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) , IEEE, 2021 Click here for details
2.	Md Manowarul Islam, Md Ashraf Uddin, Linta Islam, Arnisha Akter, Selina Sharmin, Uzzal Kumar Acharjee, “Cyberbullying Detection on Social Networks Using Machine Learning Approaches”, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) , IEEE, 2020 Click here for details
3.	Md. Tanvir Alam Siddique, Selina Sharmin, Tanvir Ahammad, “Performance Analysis and Comparison Among Different Task Scheduling Algorithms in Cloud Computing”, 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) , IEEE, 2020 Click here for details
4.	Shahadat Hossain Sohag, Selina Sharmin, Tanveer Ahmad, “P-Cloud - A cost efficient definitive cloud with user satisfaction using non-cloud resources”, 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) , IEEE, 2019 Click here for details
5.	Habiba Binte Aziz, Selina Sharmin, Tanvir Ahammad, “Cloud Based Remote Healthcare Monitoring System Using IoT”, 2019 International Conference on Sustainable Technologies for Industry 4.0 (STI) , IEEE, 2019 Click here for details
6.	Fernaz Narin Nur, Selina Sharmin, Md. Abdur Razzaque, Md. Shariful Islam, “Quality-Aware Directional MAC Protocol for Multi-Channel Wireless Sensor Networks”, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC) , IEEE, 2017 Click here for details
7.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, “Target Coverage-Aware Clustering for Directional Sensor Networks”, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC) , IEEE, 2017 Click here for details
8.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, “Network lifetime aware coverage quality maximization for heterogeneous targets in DSNs”, 2016 IEEE Region 10 Conference (TENCON) , IEEE, 2016 Click here for details
9.	Femaz Narin Nur, Selina Sharmin, Md. Ahsan Habib, Md. Abdur Razzaque, Md. Shariful Islam, “COllaborative Neighbor Discovery in Directional Wireless Sensor Networks”, 2016 IEEE Region 10 Conference (TENCON) , IEEE, 2016 Click here for details
10.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, “Area coverage for clustered directional sensor networks using Voronoi diagram”, 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE) , IEEE, 2015 Click here for details
11.	Fernaz Narin Nur, Seiina Sharmin, Md. Abdur Razzaque, Md. Shariful Islam, “A duty cycle directional MAC protocol for wireless sensor networks”, 2015 International Conference on Networking Systems and Security (NSysS) , IEEE, 2015 Click here for details
12.	Selina Sharmin, Fernaz Narin Nur, Md. Abdur Razzaque, Md. Mustafizur Rahman, “Network lifetime aware area coverage for clustered directional sensor networks”, 2015 International Conference on Networking Systems and Security (NSysS) , IEEE, 2015 Click here for details
Membership:
1.	IEEE Senior Member
2.	Internet Society
Fellowship:
1.	PhD Fellowship from MoICT, Bangladesh
Project List:
1.	#Project Title: ChildGuard: A SmartBracelet with Tracking and Geofencing for Reducing the Risk of Child Accidents in Bangladesh Funded by: Jagannath University Research Fund 2025-2026 # Project Title: Identifying Flood and Drought Risk Zones Through Rainfall Pattern Analysis in Bangladesh Funded by: Jagannath University Research Fund 2024-2025 # Project Title: Energy Efficient Burst-Traffic Aware Data Collection and Mobility Model for Heterogeneous Mobile Sink based Wireless Sensor Networks Funded by: UGC research Grant 2025 # Project Title: An Improved Machine Learning-Based Approach for Intrusion Detection in Wireless Sensor Networks, Funded by: R& D project From MOST (Ministry of Science and Technology) Bangladesh 2023-2024 # Project Title: Energy-Efficient Data Collection and Path Planning in Mobile sink-based Wireless Sensor Networks, Funded by: Jagannath University Research Fund 2023-2024 # Project Title: A hybrid dependable deep feature extraction and ensemble-based machine learning approach for breast cancer detection, Funded by: Jagannath University Research Fund 2022-2023 # Project Title: Priority based energy and load aware routing algorithms for SDN enabled data center network, Funded by: Jagannath University Research Fund 2021-2022
Others:
1.	Treasurer (From 2025), Joint Secretary (2023-2025), Director (2020-2022) BWIT (Bangladesh Women in Technology)
2.	Senior Member (IEEE), Women in Computing Coordinator (IEEE Computer Society), Advisor (IEEE WIE Affinity Group, Jagannath University Student Branch)