Profile of Adiba Mahjabin Nitu

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Adiba Mahjabin Nitu

Professor

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: nitu.hstu@gmail.com

Mobile: +8801716407820


CAREER OBJECTIVE

    Teaching & Research

RESEARCH INTEREST

    Artificial Intelligence, Modelling and Simulation, Internet of Things

EDUCATION

  1. MSc in Computer Science, 2015

    University of Northern British Columbia, Canada

  2. MSc in Computer Science and Engineering, 2004

    University of Rajshahi, Bangladesh

  3. B.Sc (Hons.) in Computer Science and Engineering, 2003

    University of Rajshahi, Bangladesh


PUBLICATIONS

Journal Papers

  1. Md Rashedul Islam, Adiba Mahjabin Nitu, Md Abu Marjan, Md Palash Uddin, Masud Ibn Afjal, Md Abdulla Al Mamun, “Enhancing tertiary students’ programming skills with an explainable Educational Data Mining approach”, Plos One, (SJR IF= 2.9, Q1), ISSN 1932-6203, California, USA, vol. 19, issue 9, pp. 1-25, 2024.

  2.  Mahmudul Hasan, Md. Fazle Rabbi, Md. Nahid Sultan, Adiba Mahjabin Nitu, Md. Palash Uddin, “A Novel Data Balancing Technique via Resampling Majority and Minority Classes Toward Effective Classification”, TELKOMNIKA (Telecommunication Computing Electronics and Control), (SJR IF= 0.26, Q3), ISSN: 1693-6930, Indonesia, vol. 21, issue 6, pp. 1308-1316, 2023.

  3. Md Rashedul Islam, Adiba Mahjabin Nitu, Md Abdulla Al Mamun, Md Abu Marjan, Md Palash Uddin, Masud Ibn Afjal, “An Educational Data Mining System for Predicting Students’ Programming Performance”, Journal of Information Hiding and Multimedia Signal Processing (SJR IF= 0.4, Q3), ISSN 2073-4212, Taiwan, vol. 14, issue 3, pp. 63-71, 2023.

  4. Tasnim Tabassum, Iqbal Mahmud, Md. Palash Uddin, Emran Ali, Masud Ibn Afjal, Adiba Mahjabin Nitu, “Enhancement of Single-Handed Bengali Sign Language Recognition Based on Hog Features”, Journal of Theoretical and Applied Information Technology, (2019 SJR IF=0.628, Scopus, Q3), vol. 98, no. 05, pp. 743-756, 2020.

  5. Adiba Mahjabin Nitu, Md. Palash Uddin, Priyanka Basak Tumpa, Sabina Yeasmin and Masud Ibn Afjal, “An Enhanced Extractive Text Summarization Method for Multiple Documents”, Journal of Theoretical and Applied Information Technology”, (2019 SJR IF=0.628, Scopus, Q3), vol. 97, no. 23, pp. 3475-3485, 2019.

  6. Sharmin Sultana, Afrida Khanam, Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Fazle Rabbi, “A Modified Filtering Approach of LSB Image Steganography Using Stream Builder along with AES Encryption”, HBRP Recent Trends in Information Technology and its Applications, vol. 1, issue. 2, pp. 1-10, 2018.

  7. Abir Chandra Roy, Khairat Hossin, Md. Palash Uddin, Md. Abdulla Al Mamun, Masud Ibn Afjal and Adiba Mahjabin Nitu, “Detection and Classification of Geometric Shape Objects for Industrial Applications”, HBRP Advancement in Image Processing and Pattern Recognition, vol. 1, issue. 2, pp. 11-19, 2018.

  8. Popi Basak, Laila Arjuman, Adiba Mahjabin Nitu, Masud Ibn Afjal, Md. Palash Uddin, Md. Fazle Rabbi and Md. Rashedul Islam, “A Modified Blind Steganalysis Method Based on the Moments of Characteristic Function”, HBRP Advancement in Software Engineering and Testing, vol. 1, issue. 2, pp. 1-9, 2018.

  9. Md. Fazle Rabbi, Md. Palash Uddin, Md. Arshad Ali, Md. Faruk Kibria, Masud Ibn Afjal, Md. Safiqul Islam and Adiba Mahjabin Nitu, “Performance Evaluation of Data Mining Classification Techniques for Heart Disease Prediction”, American Journal of Engineering Research (AJER), vol. 7, issue. 2, pp-278-283, 2018.

  10. Sabina Yeasmin, Priyanka Basak Tumpa, Adiba Mahjabin Nitu, Md. Palash Uddin, Emran Ali and Masud Ibn Afjal, “Study of Abstractive Text Summarization Techniques”, American Journal of Engineering Research (AJER), vol. 6, issue. 8, pp-253-260, 2017.

  11. M. Sohrawordi, M. M. Hossen, M. P. Uddin, A. M. Nitu, and M. R. Islam, “Android-based Walking Assistant for Blind and Low-vision People Suggesting the Shortest Path using Floyd-Warshall Algorithm”, Journal of Innovation & Development Strategy, vol. 9, issue 2, pp. 62-69, 2015.

  12. M. R. Islam, M. P. Uddin, A. M. Nitu, M. F. Rabbi and M. M. Islam, “A Tracking Application for Lost or Stolen Android Mobile-phones using Face Detection”, Journal of Innovation & Development Strategy, vol. 9, issue 2, pp. 70-74, 2015.

  13. A. M. Nitu, M. P. Uddin, M. M. Islam, and M. S. Islam, “Developing a Simple, Interactive and Easy Simulation Tool for the Teachers/Undergrad Students with a view to Teaching/Learning CPU Scheduling Algorithms”, Institutional Engineering and Technology (IET), vol. 5, issue 1, pp. 25-29, 2015.

  14. M. P. Uddin, M. I. Afjal, A. M. Nitu, M. M. Islam, and M. A. Marjan, “Development of a Symmetric-key Cryptographic Algorithm based on ASCII and Radix Conversions”, Institutional Engineering and Technology (IET), vol. 5, issue 1, pp. 19-24, 2015.

  15. A. K. M. Akhtar Hossain and Adiba Mahjabin Nitu, “Face Recognition System Using Principal Components Analysis and Artificial Neural Networks”, Southeast University Journal of Science & Engineering, vol. 3, no. 3, pp. 75-82, 2009.

  16. M. A. A. Mamun, M. S. Islam, M. M. Islam and A. M. Nitu, “Analysis Between Various TCP Versions Using NS2 and Improving the Performance Over Cellular Mobile System by FEC using Java”, Journal of Science and Technology, vol. 5(1): pp. 1-9, 2007.

  17. Adiba Mahjabin Nitu, A. K. M. Akhtar Hossain and S. K. Ahmed Kamal, “A Multimodal Biometric System Using Principal Component Analysis with Features Facial Image and Fingerprint for Person Identification”, Bulletin of Donetsk University, Ser. A: Natural Sciences, no. 2, pp. 321-328, 2006.

Conference Papers

  1. Polas Chandra Singha, Adiba Mahjabin Nitu, Sumya Akter, Masud Ibn Afjal, “Comparison of Gender Disparity in Programming Courses using Educational Data Mining”, 13th International Conference on Electrical and Computer Engineering (ICECE), Accepted for Presentation, 18-20 December, 2024, BUET, Dhaka. Bangladesh.

  2. M. H. Bari, T. Ahmed, M. I. Afjal, A. M. Nitu, M. P. Uddin and M. A. Marjan, “Segmented Nonnegative Matrix Factorization for Hyperspectral Image Classification", 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2023, pp. 1-5, doi: 0.1109/ECCE57851.2023.10101584.

  3. Md. Hasanul Bari, Tanver Ahmed, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, "Effective Feature extraction via Folded-Sparse-PCA for Hyperspectral Image classification", in Springer International Conference on Machine Intelligence and Emerging Technologies (MIET 2022), Bangladesh, 2022.

  4. Tanver Ahmed, Md. Hasanul Bari, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md Palash Uddin, and Md. Abu Marjan, "Effective Feature Extraction via Segmented t-Stochastic Neighbor Embedding for Hyperspectral Image Classification", in Springer 4th International Conference on Trends in Computational and Cognitive Engineering (TCCE-2022), Bangladesh, 2022.

  5. Adiba Mahjabin Nitu, Md. Jahid Hasan and Md. Shahin Alom, “Wireless Home Automation System using IoT and PaaS”, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT 2019), May 3-5, 2019, Dhaka, Bangladesh.

  6. Sumona Akter Shimu, Mouluda Akter, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md. Palash Uddin and Md. Al Mamun, "NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data", 4th IEEE International Conference on Electrical Information and Communication Technology (EICT), 2019, Bangladesh.

  7. Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu, “A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function”, IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), July 11-12, 2019, Rajshahi, Bangladesh.

  8. Ayasha Siddiqa, Masud Ibn Afjal, Md. Rashedul Islam, and Adiba Mahjabin Nitu, “Spectral Subset Detection for Hyperspectral Image Classification”, 2nd International Conference on Innovation in Engineering and Technology (ICIET), Bangladesh, 2019.

  9. Sumona Akter Shimu, Mouluda Akter, Masud Ibn Afjal, Adiba Mahjabin Nitu, Md. Palash Uddin and Md. Al Mamun, "NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data", 4th IEEE International Conference on Electrical Information and Communication Technology (EICT), Bangladesh, 2019.

  10. Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu, “A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function”, IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), 11-12 July 2019, Rajshahi, Bangladesh.

  11. Sadi Mohammud Syfullah, Zareen Binta Zakaria, Md. Palash Uddin, Md. Fazle Rabbi, Masud Ibn Afjal and Adiba Mahjabin Nitu, “Efficient Vector Code-book Generation using K-means and Linde-Buzo-Gray (LBG) algorithm for Bengali Voice Recognition”, IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), November 22-24, 2018, DUET, Gazipur, Bangladesh.

  12. Iqbal Mahmud, Tasnim Tabassum, Md. Palash Uddin, Emran Ali, Adiba Mahjabin Nitu and Masud Ibn Afjal, “Efficient Noise Reduction and HOG Feature Extraction for Sign Language Recognition”, IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE 2018), November 22-24, 2018, DUET, Gazipur, Bangladesh.

  13. Priyanka Basak Tumpa, Sabina Yeasmin, Adiba Mahjabin Nitu, Md. Palash Uddin, Masud Ibn Afjal and Md. Abdulla Al Mamun, “An Improved Extractive Summarization Technique for Bengali Text(s)”, IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), February 8-9, 2018, Rajshahi, Bangladesh.

  14. Md. Jahangir Alom, Adiba Mahjabin Nitu, A. K. M. Akhtar Hossain & S. K. Ahmed Kamal. 2008, “Comparative Study on Person Identification Using Biometric Features Iris, Facial Image and Fingerprints with Principal Component Analysis and Singular Value Decomposition”, International Conference on Electronics, Computer and Communication (ICECC 2008), 2008, University of Rajshahi, Bangladesh.


SOCIAL NETWORK

  1. Twitter

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