Ms. Sumaiya Kabir | Green University of Bangladesh

Ms. Sumaiya Kabir

Assistant Professor

B.Sc. (Engg.) in CSE, Patuakhali Science and Technology University (PSTU)

MS (Engg.) in CSE, East West University (EWU)

  1. Assistant Professor at the Dept. of CSE in the Green University of Bangladesh from December 2020 – present.
  2. Senior Lecturer at the Dept. of CSE in the Green University of Bangladesh from June 2016 – November 2020.
  3. Lecturer at the Dept. of CSE in the Green University of Bangladesh from September 2013 – June 2016.

Ø  Journal:

       1. Md. Moshiur Rahman, Sumaiya Kabir, “Prediction of COVID-19 Spreading using LSTM Recurrent Neural Networks in Southeast Asia”, GUB Journal of Science and Engineering (GUBJSE), 2022.

       2. Md. Jahidul Islam, Anichur Rahman, Sumaiya Kabir, Md. Razaul Karim, Uzzal Kumar Acharjee, Mostofa KamalNasir, Shahab S. Band, Mehdi Sookhak, and Shaoen Wu, “Blockchain-SDN based Energy-Aware and Distributed Secure Architecture for IoTs in Smart Cities”, IEEE IoT [IF 9.936, ISI Indexing], 2022.

3. Ayesha Khatun, Khadiza-Tul-Kobra Happy, Babe Sultana, Jahidul Islam, and Sumaiya Kabir, “Stochastic Approach of Parsing Bengali Sentences”, GUB Journal of Science and Engineering (GUBJSE), 2021.

4. Muhammad Aminur Rahaman, Md. Jahidul Islam, Sumaiya Kabir, and Ayesha Khatun, “A Real-Time Sensor Based Hand Gesture Controlled Robotic Wheelchair for Assisting People with Disabilities”, GUB Journal of Science and Engineering (GUBJSE), 2021.

5. Md. Jahidul Islam, Anichur Rahman, Sumaiya Kabir, Ayesha Khatun, Ahmed Iqbal Pritom, and Mehrab Zaman Chowdhury, “SDoT-NFV: Enhancing a Distributed SDN-IoT Architecture Security with NFV implementation for Smart City”, GUB Journal of Science and Engineering (GUBJSE), 2021.

6. Sumaiya Kabir, Md. Parvez Hossain, Kaushik Mallik, Mansura Rahman, Md. Jahidul Islam, and Ayesha Khatun, “An Extensive Online Examination System with Automatic Assessment Technique”, GUB Journal of Science and Engineering (GUBJSE), 2020.

7. Md. Jahidul Islam, Md. Mahin, Ayesha Khatun, Shanto Roy, Sumaiya Kabir and Biplab Chandra Debnath, “A Comprehensive Data Security and Forensic Investigation Framework for Cloud-IoT Ecosystem”, GUB Journal of Science and Engineering (GUBJSE), 2019.

8. Md. Mahin, Md. Jahidul Islam, Ayesha Khatun, Sumaiya Kabir, Misbah Ul Haque and Biplab Chandra Debnath, “An Approach to Evaluate the Effect of Different Sub-Categories of Data within the Minority Class on the Classifiers while Mining Imbalance Data”, GUB Journal of Science and Engineering (GUBJSE), 2019.

9. Asmaul Husna, Ayesha Khatun, Md. Jahidul Islam, Md. Mahin, Babe Sultana, Sumaiya Kabir, “Word Clustering of Bangla Sentences using Higher Order N-Gram Language Model”, GUB Journal of Science and Engineering (GUBJSE), 2019.

10. Sumaiya Kabir, Shamim Ripon, Mamunur Rahman and Tanjim Rahman, Knowledge-Based Data Mining Using Semantic Web, IERI Procedia, Vol. 7, (2014) pp. 113-119. (Elsevier) doi: 10.1016/j.ieri.2014.08.018.

Ø  Peer reviewed conference/ workshop:

      1. Sultana Umme Habiba, Fatema Tuj Johora, Tanjim Mahmud, Tanpia Tasnim, Farzana Tasnim, Sumaiya Kabir, Mohammad Shahadat Hossain and  Karl Andersson, “Enhancing Low-Resource Bangla Fake News Detection through Deep Convolutional Neural Networks”, 7th International Conference on Intelligent Computing and Optimization (ICO 2023), Phnom Penh, Cambodia, 2023.

2. M. T. Ahmed, R. Islam, M. A. Rahman, M. J. Islam, A. Rahman and S. Kabir, “An Image-based Digital Forensic Investigation Framework for Crime Analysis,” 2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), Gazipur, Bangladesh, 2023, pp. 1-6, doi: 10.1109/NCIM59001.2023.10212439.

      3. Anichur Rahman, Md. Jahidul Islam, Md Razaul Karim, Dipanjali Kundu and Sumaiya Kabir, “An Intelligent Vaccine Distribution Process inCOVID-19 Pandemic through Blockchain-SDNFramework from Bangladesh Perspective”, 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), 2021.

4. Khan Mohammad Shayshab Azad, Nayon Hossain, Md. Jahidul Islam, Anichur Rahman, and Sumaiya Kabir, “Preventive Determination and Avoidance of DDoS Attack with SDN over the IoT Networks“, 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh.

5. Khan Mohammad Shayshab Azad, Nayon Hossain, Nafisa Anjum Samia, Md. Jahidul Islam, Arif Hossain, and Sumaiya Kabir, “A Cost-Effective Internet of Things Based Smart Home System for Upcoming Technologies”, International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh.

6. Anichur Rahman, Md. Jahidul Islam, Md. Saikat Islam Khan, Sumaiya Kabir, Ahmed Iqbal Pritom, Md. Razaul Karim, “Block-SDoTCloud: Enhacing Security of Cloud Storage through Blockchain-based SDN in IoT Network”, 2020 2nd International  Conference on Sustainable Technologies for Industry 4.0 (STI 2020), 19-20 December, 2020, Dhaka.

7. Ayesha Khatun, Md Gulzar Hussain, Md Jahidul Islam, Sumaiya Kabir, Md Mahin, “An Emperical Framework of Idioms Translator From Bengali to English: Rule Based Approach”, IEEE Region 10 Symposium (TENSYMP) 5-7 June 2020, Dhaka, Bangladesh.

8. Tamim Al Mahmud, Md Gulzar Hussain, Sumaiya Kabir, Hasnain Ahamd and Mahmudus Sobhan, “A Keyword Based Technique to Evaluate Broad Question Answer Script”, 9th International Conference on Software and Computer Applications (ICSCA 2020), February 18-21, 2020, Langkawi, Malaysia.

9. Md Gulzar Hussain, Sumaiya Kabir, Tamim Al Mahmud, Ayesha Khatun, and Md Jahidul Islam, “Assessment of Bangla Descriptive Answer Script Digitally”, International Conference on Bangla Speech and Language Processing (ICBSLP), 27 – 28 September 2019, SUST, Sylhet.

10. Md Mahin, Lamia Rukhsara, Md Yasin Kabir, H M Mostafizur Rahman, Md Jahidul Islam, Ayesha Khatun, and Sumaiya Kabir, “Selectively Oversampling Difficult Positive Samples from Imbalanced Data for Preprocessing”, 22nd International Conference on Computer and Information Technology (ICCIT), 2019.

11. Md. Jahidul Islam, Md. Mahin, Ayesha Khatun, Biplab Chandra Debnath, and Sumaiya Kabir; “A Digital Forensic Investigation Framework for Internet of Things (IoT): A Comprehensive Approach”, 1st International Conference on Advances in Science, Engineering, and Robotics Technology (ICASERT-2019), May 3-5, 2019.

12. Sajal Saha, Rakibul Hasan Rajib, and Sumaiya Kabir; “IoT Based Automated Fish Farm Aquaculture Monitoring System” 2nd Int. Conf. on Innovations in Science, Engineering and Technology (ICISET) 27-28 October 2018, Chittagong, Bangladesh.

13. Sumaiya Kabir, Shamim Ripon, Mamunur Rahman and Tanjim Rahman, “Knowledge-Based Data Mining Using Semantic Web”, 2013 International Conference on Applied Computing, Computer Science, and Computer Engineering (ICACC 2013) Saipan, USA, December 28-29, 2013.

 

  • Bangladesh Scholarship Council (BSC) Scholarship -2008
  • Dutch Bangla Bank Scholarship -2004
  • Semantic Web
  • Web 3.0 Architecture
  • Ontology Designing
  • RDF Clustering
  • Agent based web mining
  • Ontology processing
  • Building intelligence in web mining

Program Coordinator of CSE(DAY) Program from September 2018-2021.