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Dr. Fernaz Narin Nur

Associate Professor

Details

Details

Dr. Fernaz Narin Nur was born in Dhaka, Bangladesh. She is one of the pioneer teachers since the inception of Notre Dame University Bangladesh (NDUB). Prior to joining NDUB, Dr. Fernaz Narin Nur was teaching at the CSE department of a few renowned private universities in Bangladesh including the Daffodil International University.

She graduated from Jahangirnagar University and received B.Sc Engineering degree in Computer Science and Engineering (CSE). She obtained Master of Information Technology (MIT) degree from the Institute of Information Technology (IIT) at the University of Dhaka. She achieved Ph.D. in CSE from the same alma mater i.e, the University of Dhaka. She is a passionate researcher in many fields of CSE including diverse fields of Sensor Networking, Internet of Things, Machine Learning. In her credit, she has numerous publications in international journals. She also presented research papers in many renowned International conferences.

Education:

  • PhD., Computer Science and Engineering, (University of Dhaka)
    • Specialization: Wireless Sensor Networking
  • M.Sc., IIT, University of Dhaka
  • B.Sc., CSE, Jahangirnagar University

 

Research Interest:

Membership/Fellowship/Scholarship:
a.        Director of Bangladesh Women in IT (BWIT).

b.       Member of IEEE, Internet Society, Computer Society.

c.        Received research fellowship funded by the Information and Communication Technology Division, Ministry of Posts, Telecommunications and Information Technology, Government of Bangladesh.

d.       Received a fellowship from APNIC (Asia Pacific Network Information Center) 42 to attend their conference held in Colombo, Sri Lanka from 26 September to 5 October 2016.

e.        Received a fellowship from ‘MEETBdREN 2016’ to attend a workshop held in NababNawab Ali Chowdhury Senate Bhaban, the University of Dhaka from 18 April to 19 April 2016.

f.        Received a scholarship in BSc for the yearly result, HSC, SSc, and also awarded primary and secondary scholarships.

 

Publications
Journal Paper:

1. Gazi Zahirul Islam, Mobarak Hossain, Md Faruk, Fernaz Narin Nur, Nayeem Hasan, Khalid Mahbub Khan, and Zerin Nasrin Tumpa. “IoT-Based Automatic Gas Leakage Detection and Fire Protection System.” International Journal of Interactive Mobile Technologies 16, no. 21 (2022).

2. Mahmudul Hassan, Shahriar Shakil, Nazmun Nessa Moon, Mohammad Monirul Islam, Refath Ara Hossain, Asma Mariam, and Fernaz Narin Nur. “Sentiment analysis on Bangla conversation using machine learning approach.” International Journal of Electrical & Computer Engineering (2088-8708) 12, no. 5 (2022).

3. Nazmun Nessa Moon, Refath Ara Hossain, Israt Jahan, Shahriar Shakil, Shihab Uddin, Mahmudul Hassan, and Fernaz Narin Nur. “Predicting the mental health of rural Bangladeshi children in coronavirus disease 2019.” International Journal of Electrical & Computer Engineering (2088-8708) 12, no. 5 (2022).

4. Moon, Nazmun Nessa, Asma Mariam, Shayla Sharmin, Mohammad Monirul Islam, Fernaz Narin Nur, and Nebadita Debnath. “Machine learning approach to predict the depression in job sectors in Bangladesh.” Current Research in Behavioral Sciences 2 (2021): 100058.

5. Shaikh Rezwan Rahman, Md Asfiul Islam, Pritidhrita Paul Akash, Masuma Parvin, Nazmun Nessa Moon, and Fernaz Narin Nur. “Effects of co-curricular activities on student’s academic performance by machine learning.” Current Research in Behavioral Sciences 2 (2021): 100057.

6. Md Sanju Islam, Fozilatoon Humaira, and Fernaz Narin Nur. “Healthcare applications in IoT.” Global J Med Res B Pharma Drug Discov Toxicol Med 20 (2020): 1-3.

7. Maheen Islam, Selina Sharmin, Fernaz Narin Nur, Md Abdur Razzaque, Mohammad Mehedi Hassan, and Abdulhameed Alelaiwi. “High-throughput link-channel selection and power allocation in wireless mesh networks.” IEEE Access 7 (2019): 161040-161051.

8. Khaled Redwan, Yeasin Ahammed, Masum Akram Hridoy, Fernaz Narin Nur, and AHM Saiful Islam. “Employee Culling based on Online Work Assessment through Machine Learning Algorithm.” Global Journal of Computer Science and Technology 19, no. D4 (2019): 23-27.

9. Fernaz Narin Nur, Saiful Islam, Nazmun Nessa Moon, Asif Karim, Sami Azam, and Bharanidharan Shanmugam. “Priority-Based Offloading and Caching in Mobile Edge Cloud.” Journal of Communications Software and Systems 15, no. 2 (2019).

10. Fernaz Narin Nur, Selina Sharmin, Md. Ahsan Habib, Md. Abdur Razzaque, Md. Shariful Islam, Ahmad Almogren and Mohammad Mehedi Hassan. “Collaborative Neighbor Discovery in Directional Wireless Sensor Networks: Algorithm and Analysis” EURASIP Journal on Wireless Communications and Networking, Springer International Publishing, (2017): 119. doi:10.1186/s13638-017-0903-6.

11. Fernaz Narin Nur, Selina Sharmin, MdAbdurRazzaque, MdShariful Islam, and Mohammad Mehedi Hassan. “A Low Duty Cycle MAC Protocol for Directional Wireless Sensor Networks.” Wireless Personal Communications, Springer US, pp.1-25, Oct 2016.

12. Selina Sharmin, Fernaz Narin Nur, Md. AbdurRazzaque, Md. Mustafizur Rahman, Mohammad MehediHasan, SK Md. Mizanur Rahman, AbdulhameedAlelaiwi, “α-Overlapping Area Coverage for Clustered Directional Sensor Networks”, Computer Communication (Elsevier), Volume 109, 1 September 2017, Pages 89-103, ISSN 0140-3664.

13. Selina Sharmin, Fernaz Narin Nur, Md. AbdurRazzaque, Md. Mustafizur Rahman, Mohammad MehediHasan, SK Md. Mizanur Rahman, AbdulhameedAlelaiwi, “Tradeoff Between Sensing Quality and Network Lifetime for Heterogeneous Target Coverage Using Directional Sensor Nodes”, IEEE Access, vol.PP, no.99, DOI: 10.1109/ACCESS.2017.2718548.

14. Mohd. Saifuzzaman, Ashraf Hossain Khan, NazmunNessa Moon and Fernaz Narin Nur, “Smart Security for an Organization based on IoT”. International Journal of Computer Applications (0975 – 8887) Volume 165 – No.10, May 2017.

15. NazmunNessa Moon, Shaheena Sultana, Fernaz Narin Nur and Mohd. Saifuzzaman, “A Literature Review of the Trend of Electronic Commerce in Bangladesh Perspective”, Global Journal of Management and Business Research: B Economics and Commerce, Volume 17, Issue 3, Version 1.0, PP 11-18, the Year 2017, Publisher: Global Journals Inc. (USA), Online ISSN: 2249-4588 & Print ISSN: 0975-5853, DOI: 10.17406/GJMBR.

16. Mohammad Samawat, Fernaz Narin Nur, and NazmunNessa Moon. “Optimization of Wireless Ad-hoc Networks using an Adjacent Collaborative Directional MAC (ACDM) Protocol.” International Journal of Computer Applications (0975 – 8887) Volume 114 – No. 3, March 2015.

17. S.Majumder, S.EmdadulHaque, Fernaz Narin Nur, “Directional MAC Protocols in Ad-Hoc Networks”, International Journal of Computer Applications, Volume-100, August 2014, pp. 105-108.

18. Fernaz Narin Nur, NazmunNessa Moon, “RSS Technology and it’s usage over internet”, International Journal of Advanced and Innovative Research” (IJAIR-2012), Volume 1, Issue- 6, November 2012, pp. 105-108.

19. Fernaz Narin Nur, NazmunNessa Moon, “Health care system based on Cloud Computing”, Asian Transactions on Computers, Volume: 02, Issue: 05, November 2012, pp. 9-11.

20. Fernaz Narin Nur, Nazmun Nessa Moon, Narayan Ranjan Chakraborty, “A Survey on Routing Protocols in Wireless Multimedia Sensor Networks”, International Journal of Computer Applications (IJCA) 73(11):41-46, July 2013. ISBN: 973-93-80876-11-6, Published by Foundation of Computer Science, New York, USA.

Conference Paper:

21. Foysal, Musfiqur Rahman, Nazmun Nessa Moon, Ms Asma Mariam, Israt Jahan, and Fernaz Narin Nur. “Advanced Plant Disease Detection By Using Tensorflow.” In 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-4. IEEE, 2021.

22. Md Mosfikur Rahman, Musfiqur Rahman Foysal, Nazmun Nessa Moon, and Fernaz Narin Nur. “TraFoo: An Android Application for Food Delivery in Train.” In 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-7. IEEE, 2021.

23. Nazmun Nessa Moon,, Ms Shayla Sharmin, Refath Ara Hossain, Israt Jahan, Fernaz Narin Nur, and Md Mosfikur Rahman. “Deep Learning Model for Detecting and Diagnosing Plant Disease.” In 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-8. IEEE, 2021.

24. Saha, Debanjana, Sajal Karmakar, Fernaz Narin Nur, Asma Mariam, Nazmun Nessa Moon, and Akash Ahmed. “Mobile Device and Social Media Forensic Analysis: Impacts on Cyber-Crime.” In 2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), pp. 1-8. IEEE, 2021.

25. Shetu, Syeda Farjana, Israt Jahan, Mohammad Monirul Islam, Refath Ara Hossain, Nazmun Nessa Moon, and Fernaz Narin Nur. “Predicting satisfaction of online banking system in Bangladesh by machine learning.” In 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST), pp. 223-228. IEEE, 2021.

26. Saifuzzaman, Mohd, Masuma Parvin, Israt Jahan, Nazmun Nessa Moon, Fernaz Narin Nur, and Syeda Farjana Shetu. “Machine learning approach to predict SGPA and CGPA.” In 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST), pp. 211-216. IEEE, 2021.

27. Al Karim, Miftah, Asif Karim, Sami Azam, Eshtiak Ahmed, Friso De Boer, Ashraful Islam, and Fernaz Narin Nur. “Cognitive Learning Environment and Classroom Analytics (CLECA): A Method Based on Dynamic Data Mining Techniques.” In Innovative Data Communication Technologies and Application, pp. 787-797. Springer, Singapore, 2021.

28. Salehin, Imrus, Iftakhar Mohammad Talha, Nazmun Nessa Moon, Mohd Saifuzzaman, Fernaz Narin Nur, and Mariom Akter. “Predicting the depression level of excessive use of mobile phone: decision tree and linear regression algorithm.” In 2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC), pp. 113-118. IEEE, 2020.

29. Salehin, Imrus, Iftakhar Mohammad Talha, Mohd Saifuzzaman, Nazmun Nessa Moon, and Fernaz Narin Nur. “An advanced method of treating agricultural crops using image processing algorithms and image data processing systems.” In 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), pp. 720-724. IEEE, 2020.

30. Karmokar, Pranto, Saikot Bairagi, Anuprova Mondal, Fernaz Narin Nur, Nazmun Nessa Moon, Asif Karim, and Kheng Cher Yeo. “A novel IoT based accident detection and rescue system.” In 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), pp. 322-327. IEEE, 2020.

31. Talha, Iftakhar Mohammad, Imrus Salehin, Susanta Chandra Debnath, Mohd Saifuzzaman, Nazmun Nessa Moon, and Fernaz Narin Nur. “Human behaviour impact to use of smartphones with the python implementation using naive Bayesian.” In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2020.

32. Humaira, Fozilatoon, Md Sanju Islam, Fernaz Narin Nur, and Kazi Anowar Hussain. “A comprehensive study on machine learning algorithms for wireless sensor network security.” In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2020.

33. Saifuzzaman, Mohd, Syeda Farjana Shetu, Nazmun Nessa Moon, Fernaz Narin Nur, and Mohammad Hanif Ali. “IoT based street lighting using dual axis solar tracker and effective traffic management system using deep learning: Bangladesh context.” In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-5. IEEE, 2020.

34. Nessa Moon, Nazmun, Fernaz Narin Nur, Mohd Saifuzzaman, Farah Sharmin, Protik Hosen, and Syeda Farjana Shetu. “An efficient development of automated attendance management system.” In Proceedings of the International Conference on Innovative Computing & Communications (ICICC). 2020.

35. Alam, Md, Swapnil Saha, Proshib Saha, Fernaz Narin Nur, Nazmun Nessa Moon, Asif Karim, and Sami Azam. “D-care: A non-invasive glucose measuring technique for monitoring diabetes patients.” In Proceedings of International Joint Conference on Computational Intelligence, pp. 443-453. Springer, Singapore, 2020.

36. R. R. Khandoker, S. Khondaker, Fatiha-Tus-Sazia, F. N. Nur and S. Sultana, “Lifecraft: An Android Based Application System for Women Safety,” 2019 International Conference on Sustainable Technologies for Industry 4.0 (STI), 2019, pp. 1-6, DOI: 10.1109/STI47673.2019.9068024.

37. M. Hasan, D. Saha, J. Ferdosh, F. N. Nur, N. N. Moon and M. Saifuzzaman, “BSSID based Monitoring Class Attendance System Using WiFi.” 2019 Third International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2019, pp. 243-248, DOI: 10.1109/I-SMAC47947.2019.9032699.

38. Sharmin, Farah, Nazmun Nessa Moon, Mohd Saifuzzaman, Abir Hasan, Mohammad Alam Hossain, and Fernaz Narin Nur. “Humidity Based Automated Room Temperature Controller Using IoT.” In 2019 Third International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud)(I-SMAC), pp. 226-231. IEEE, 2019.

39. Shetu, Syeda Farjana, Mohd Saifuzzaman, Nazmun Nessa Moon, and Fernaz Narin Nur. “A survey of botnet in cyber security.” In 2019 2nd International Conference on Intelligent Communication and Computational Techniques (ICCT), pp. 174-177. IEEE, 2019.

40. A. Habib, S. Saha, F. N. Nur, A. Razzaque and M. Mamun-Or-Rashid, “An Efficient Mobile-Sink Trajectory to Maximize Network Lifetime in Wireless Sensor Network,” 2018 International Conference on Innovation in Engineering and Technology (ICIET), Dhaka, Bangladesh, 2018, pp. 1-5.
DOI: 10.1109/CIET.2018.8660848.

41. Asif Ahmed, M M Rayhan Parvez, Md Hridoy Hasan, Fernez Narin Nur, Nazmun Nessa Moon, Asif Karim, Sami Azam, Bharanidharan Shanmugam, “An Intelligent and Secured Tracking System for Monitoring School Bus”, International Conference on Computer Communication and Informatics (ICCCI 2019), Sri Shakthi Institute of Engineering and Technology (SIET), January 23-25, 2019.

42. Tanvirali Musa, Kheng Cher Yeo, Sami Azam, Bharanidharan Shanmugam, Asif Karim, Fernaz Narin Nur, “Analysis of complex networks for security issues using attack graph “, International Conference on Computer Communication and Informatics (ICCCI 2019), Sri Shakthi Institute of Engineering and Technology (SIET), January 23-25, 2019.

43. Md Junayed Siddique, Mohammad Aynul Islam, Fernaz Narin Nur, Nazmun Nessa Moon and Mohd. Saifuzzaman, “BREATHE SAFE: A Smart Garbage Collection System for Dhaka City”, International Conference on Electrical and Computer Engineering (ICECE 2018), Bangladesh University of Engineering & Technology (BUET), Dhaka, Bangladesh, December 20-22, 2018.

44. MisbahulHaque, Rakibul Islam, Md. RubayethKabir, Fernaz Narin Nur and NazmunNessa Moon, “A Priority-Based Process Scheduling Algorithm in Cloud Computing”, International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS2018), Kolkata, India, February 23-25, 2018.

45. Md. Walid Bin Khalid Aunkon, Md. Hasanuzzaman Dipu, Nazmun Nessa Moon, Mohd. Saifuzzaman and Fernaz Narin Nur, “Enjoy and Learn with Educational Game: Likhte Likhte Shikhi apps for Child Education”, International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS2018), Kolkata, India, February 23-25, 2018.

46. Protik Hosen, NuruzzamanHimel, Md. AsaduzzamanAdil, NazmunNessa Moon and Fernaz Narin Nur, “Music Playing and Wallpaper Changing System Based on Emotion from Facial Expression”, International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS2018), Kolkata, India, February 23-25, 2018.

47. Mohd. Saifuzzaman, NazmunNessa Moon and Fernaz Narin Nur “IoT Based Street Lighting and Traffic Management System”, in IEEE Region 10 Humanitarian Technology Conference 2017 (IEEE R10HTC), Bangladesh University of Engineering & Technology (BUET), Dhaka,Bangladesh, December 21-23, 2017.

48. Fernaz Narin Nur, Selina Sharmin, MdAbdurRazzaque, MdShariful Islam, “Quality-aware Directional MAC Protocol for Multi-channel Wireless Sensor Networks” in IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2017), Guangzhou, China, 12- 15 December 2017.

49. Selina Sharmin, Fernaz Narin Nur, M.A. Razzaque, and M.M. Rahman, “Target Coverage-Aware Clustering for Directional Sensor Networks” in IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2017), Guangzhou, China, 12-15 December 2017.

­50. Fernaz Narin Nur, Selina Sharmin, Md. Ahsan Habib, MdAbdurRazzaque, Md. Shariful Islam. “Collaborative Neighbor Discovery in Directional Wireless Sensor Networks.” In IEEE TENCON 2016 — Technologies for Smart Nation(22-25 November 2016, Singapore).

51. Selina Sharmin, Fernaz Narin Nur, MdAbdurRazzaque, and MdMustafizur Rahman. “Network Lifetime Aware Coverage QualityMaximization for Heterogeneous Targets in DSNs.” In IEEE TENCON 2016 — Technologies for Smart Nation(22-25 November 2016, Singapore).

52. Md. Ahsan Habib, SajeebSaha, Fernaz Narin Nur, Md. AbdurRazzaque. “Starfish Routing for Wireless Sensor Networks with a Mobile Sink.” In IEEE TENCON 2016 — Technologies for Smart Nation (22-25 November 2016, Singapore).

53. Selina Sharmin, Fernaz Narin Nur, MdAbdurRazzaque, and MdMustafizur Rahman. “Area coverage for clustered directional sensor networks using Voronoi diagram.” In 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 370-373. IEEE, 2015.

54. Fernaz Narin Nur, Selina Sharmin, Md. AbdurRazzaque, Md. Shariful Islam, “A duty cycle directional MAC protocol for wireless sensor networks,” International Conference on Networking Systems and Security (NSysS),2015, DOI: 10.1109/NSysS.2015.7042950.

55. Selina Sharmin, Fernaz Narin Nur, Md.AbdurRazzaque, Md.MustafizurRahman, “Network lifetime aware area coverage for clustered directional sensor networks,” International Conference on Networking Systems and Security (NSysS),2015, DOI: 10.1109/NSysS.2015.7042949.

56. NazmunNessa Moon, Fernaz Narin Nur, Syed Akhter Hossain, “An Improved Algorithm for Solving Helix Generation of RNA Secondary Structure Prediction”, 17th Int’l Conf. on Computer and Information Technology, Daffodil International University, Dhaka, Bangladesh 22-23 December 2014.

57. Fernaz Narin Nur, Selina Sharmin, Md. AbdurRazzaque, M. Abdullah-Al-Wadud, “Congestion Aware Fair Data Delivery in Wireless Multimedia Sensor Networks”, Recent Advances in Computer Engineering, Communications and Information Technology, WSEAS, Spain, 2014, ISBN: 978-960-474-361-2.

Books:

1. Nazmun Nessa Moon, Fernaz Narin Nur, Size Independent Bangla Character Recognition System. Publisher: LAP LAMBERT Academic Publishing, GmbH & Co. KG, Germany, January 2013. ISBN: 978-3 8473-4165-9. Available on 1. www.amazon.com 2. www.get-morebooks.com

Book Chapters:

1. Haque, Misbahul, Rakibul Islam, Md Rubayeth Kabir, Fernaz Narin Nur, and Nazmun Nessa Moon. “A Priority-Based Process Scheduling Algorithm in Cloud Computing.” In Emerging Technologies in Data Mining and Information Security, pp. 239-248. Springer, Singapore, 2019.

2. Aunkon, Md Walid Bin Khalid, Md Hasanuzzaman Dipu, Nazmun Nessa Moon, Mohd Saifuzzaman, and Fernaz Narin Nur. “Enjoy and Learn with Educational Game: Likhte Likhte Shikhi Apps for Child Education.” In Emerging Technologies in Data Mining and Information Security, pp. 409-417. Springer, Singapore, 2019.

3. Hosen, Protik, Nuruzzaman Himel, Md Asaduzzaman Adil, Ms Nazmun Nessa Moon, and Fernaz Narin Nur. “Music Playing and Wallpaper Changing System Based on Emotion from Facial Expression.” In Emerging Technologies in Data Mining and Information Security, pp. 79-87. Springer, Singapore, 2019.

 

 

 

ADMISSION OPEN: Fall 2024