Prof. Dr. Dip Nandi

Apartment no: House no: 6, Road no: 12 (new) 31 (old),

Dhanmondi, Dhaka, Bangladesh

Phone: +8801755619344

Email: dip.nandi@aiub.edu

Associate Dean – Faculty of Science and Technology, American International University-Bangladesh (AIUB).

Academic Council Member – American International University-Bangladesh (AIUB).

Research Fellow – INTI International University, Malaysia.

Education

2009 – 2013 - PhD in Computer Science, School of Computer Science and Information Technology, RMIT University, Melbourne, Australia.

2008 – 2009 - Master of Information Systems, Department of Information Systems, The University of Melbourne, Australia.

2001 – 2004 - BSc in Computer Science, Department of Computer Science, American International University-Bangladesh.

Professional Experience

2023 – current - Professor and Associate Dean, Faculty of Science and Technology, American International University-Bangladesh.

2021 – 2023 - Professor and Director, Faculty of Science and Technology, American International University-Bangladesh.

2016 - 2021 - Associate Professor and Director, Faculty of Science and Technology, American International University-Bangladesh.

2014 – 2016 - Assistant Professor and Head (Undergraduate Program), Department of Computer Science, American International University-Bangladesh.

2013 – 2014 - Assistant Professor and Head (Graduate Program), Department of Computer Science, American International University-Bangladesh.

2011 – 2012 - Lecturer (Sessional), School of Computer Science and Information Technology, RMIT University, Melbourne, Australia.

2010 – 2012 - Tutor (Sessional - Both On-campus and Online), School of Computer Science and Information Technology, RMIT University, Melbourne, Australia.

2005 – 2007 - Lecturer,Department of Computer Science, American International University-Bangladesh.

• Computer Science
• Information Technology
• Data Science
• Machine Learning

• Al-Islam, F., Sanim, M. S. ., Goh, K. O. M., Mahmud, S. M. H. ., & Nandi, D. . (2025). Alzheimer’s Disease Prediction using ANOVA with t-SNE Feature Selection Techniques and Ensemble Learning. Journal of Advanced Research Design, 144(1), 123–147. https://doi.org/10.37934/ard.144.1.123147
• Md. Ahasan Habib Sami, Mahir Rahaman Khan, M. Mahmudul Kabir, Khairul Islam Kakon, Dip Nandi, "Human Opinion Analysis through Text Mining", International Journal of Education and Management Engineering (IJEME), Vol.15, No.4, pp. 23-36, 2025. DOI:10.5815/ijeme.2025.04.03
• Nusrat Jahan, Jubayer Ahamed, Dip Nandi, "Enhancing E-commerce Sentiment Analysis with Advanced BERT Techniques", International Journal of Information Engineering and Electronic Business(IJIEEB), Vol.17, No.3, pp. 49-61, 2025. DOI:10.5815/ijieeb.2025.03.04
• Rahaman, M., Islam, M. & Nandi, D. SmartPresence: Wi-Fi-based online attendance management for smart academic assistance. Journal of Electrical Systems and Inf Technol 12, 23 (2025). https://doi.org/10.1186/s43067-025-00215-y
• Md. Fahad Khan, Md. Rakibul Islam, Shanto Kumar Basak, Ahmed Imtiaz, Abhijit Bhowmik, Dip Nandi, Mashiour Rahman, Debajyoti Karmaker, Geospatial dataset on deforestation and urban sprawl in Dhaka, Bangladesh: A resource for environmental analysis, Data in Brief, Volume 61,2025, 111786, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2025.111786.
• Ahmed, M.M., Aftab, R.S., Hamim, S.A., Abdullah-Al-Jubair, M., Nandi, D. (2025). Harnessing Convolutional Neural Networks for Potato Leaf Disease Detection: A Proposed Model. In: Mridha, M.F., Dey, N. (eds) Machine Vision in Plant Leaf Disease Detection for Sustainable Agriculture. Studies in Computational Intelligence, vol 1202. Springer, Singapore. https://doi.org/10.1007/978-981-96-4520-6_8
• Tani, I.Z., Goh, K.O.M., Islam, M.N., Aziz, M.T., Mahmud, S.H. and Nandi, D., 2025. Addressing Label Noise in Colorectal Cancer Classification Using Cross‐Entropy Loss and pLOF Methods With Stacking‐Ensemble Technique. Applied Computational Intelligence and Soft Computing, 2025(1), p.6552580.
• Malik, S., Sneha, S.G., Mahmud, S.H., Goh, K.O.M. and Nandi, D., 2024. Predicting Different Classes of Alzheimer's Disease using Transfer Learning and Ensemble Classifier. JOIV: International Journal on Informatics Visualization, 8(4), pp.2452-2461.
• Hosen, Md Faruk, SM Hasan Mahmud, Kah Ong Michael Goh, Muhammad Shahin Uddin, Dip Nandi, Swakkhar Shatabda, and Watshara Shoombuatong. "An LSTM network-based model with attention techniques for predicting linear T-cell epitopes of the hepatitis C virus." Results in Engineering (2024): 103476.
• Md Sadi Al Huda, Adety Sarkar, Kazi Tanvir, Md. Asraf Ali, Dip Nandi, Mohamed K Haq. Enhancing Poultry Disease Classification Using Fecal Image: A Fusion Approach. In Proceedings of the 3rd International Conference on Computing Advancements (ICCA 2024). Association for Computing Machinery, New York, NY, USA
• Saikat Baul, Jubayer Ahamed, Md. Ariful Islam, Md. Khairul Alam Mazumder, Tofayet Sultan, Dip Nandi. A comprehensive study to assist decision-makers in determining software design between four UML diagrams. In Proceedings of the 3rd International Conference on Computing Advancements (ICCA 2024). Association for Computing Machinery, New York, NY, USA
• Nyme Ahmed, Sultanul Arifeen Hamim, Dip Nandi, "A Comprehensive Study to Analyze Student Evaluations of Teaching in Online Education", International Journal of Modern Education and Computer Science(IJMECS), Vol.16, No.5, pp. 105-117, 2024. DOI:10.5815/ijmecs.2024.05.07
• Rifat, M., Uddin, M.S., Rozario, V.S., Nandi, D. (2024). Enhancing Breast Cancer Detection Systems: Augmenting Mammogram Images Using Generative Adversarial Networks. In: Mridha, M.F., Dey, N. (eds) Data-Driven Clinical Decision-Making Using Deep Learning in Imaging. Studies in Big Data, vol 152. Springer, Singapore. https://doi.org/10.1007/978-981-97-3966-0_9
• Namira Khorshed Khan, Kaniz Fatema Kanta, Tabammum Haque Pranty, Dip Nandi, "A Proposed Concept of Digital Libraries in Metaverse to Facilitate Education for School Students", International Journal of Education and Management Engineering (IJEME), Vol.14, No.4, pp. 49-60, 2024. DOI:10.5815/ijeme.2024.04.05
• Md. Raihan Mahmud, Dip Nandi, Md. Shamsur Rahim, Christe Antora Chowdhury, "A Proposed Stacked Machine Learning Model to Predict the Survival of a Patient with Heart Failure", International Journal of Intelligent Systems and Applications(IJISA), Vol.16, No.3, pp.35-46, 2024. DOI:10.5815/ijisa.2024.03.03
• Md. Tarek Aziz, S.M. Hasan Mahmud, Kah Ong Michael Goh, Dip Nandi, “Addressing label noise in leukemia image classification using small loss approach and pLOF with weighted-average ensemble”, Egyptian Informatics Journal, Volume 26,2024,100479, ISSN 1110-8665, https://doi.org/10.1016/j.eij.2024.100479.
• SMH Mahmud, KOM Goh, MF Hosen, D Nandi, W Shoombuatong. Deep-WET: a deep learning-based approach for predicting DNA-binding proteins using word embedding techniques with weighted features. Scientific Reports 14 (1), 2961 (2024). https://doi.org/10.1038/s41598-024-52653-9
• Md. Zawad Hossain Rifat, Md. Shakil, Rifat Md. Iftakhar Hasan, F. A. Zidan, Dip Nandi, "A Proposed Model for Vehicle Registration Using Blockchain", International Journal of Information Engineering and Electronic Business(IJIEEB), Vol.16, No.1, pp. 40-53, 2024. DOI:10.5815/ijieeb.2024.01.04
• Nafiz Ahmed, Anik Kumar Saha, Mustafa Ahmad Arabi, Sheikh Talha Jubayer Rahman, Dip Nandi,” Securing Data Management for Enterprise Resource Planning Systems Using Blockchain Technology”, International Journal of Information Engineering and Electronic Business(IJIEEB), 2023-06-15
• A.S.M. Fazle Rabbi, T.M. Ragib Shahrier, Md. Mushfiqur Rahman Miraz, Sazia Rahman, Dip Nandi, "Beyond the Hype: A Proposed Model Based on Critical Analysis of Blockchain Technology’s Potential to Address Supply Chain Issues", International Journal of Information Technology and Computer Science(IJITCS), Vol.15, No.6, pp.50-64, 2023. DOI:10.5815/ijitcs.2023.06.05
• Sadi Mohammad, Ibrahim Adnan Chowdhury, Niloy Roy, Md. Nazim Hasan, Dip Nandi, “Investigation of Student Dropout Problem by Using Data Mining Technique”, International Journal of Education and Management Engineering(IJEME), 2023-04-05
• Snigdho Dip Howlader, Tushar Biswas, Aishwarjyo Roy, MD Golam Mortuja, Dip Nandi, “A Comparative Analysis of Algorithms for Heart Disease Prediction using Data Mining”, International Journal of Information Technology and Computer Science (IJITCS), 2023-03-23
• Utshab Das, Hasan Sanjary Islam, Kakon Paul Avi, Ajmayeen Adil, Dip Nandi, “Comparative Analysis of predicting the yield of agricultural crops by using Data Mining Techniques”, International Journal of Information Technology and Computer Science(IJITCS), Vol.15, No.4, pp.19-32, 2023 DOI: 10.5815/ijitcs.2023.04.03
• Aziz, M.T.; Mahmud, S.M.H.; Elahe, M.F.; Jahan, H.; Rahman, M.H.; Nandi, D.; Smirani, L.K.; Ahmed, K.; Bui, F.M.; Moni, M.A. A Novel Hybrid Approach for Classifying Osteosarcoma Using Deep Feature Extraction and Multilayer Perceptron. Diagnostics 2023, 13, 2106. https://doi.org/10.3390/diagnostics13122106
• M. S. Nafiz, S. S. Das, M. K. Morol, A. Al Juabir and D. Nandi, "ConvoWaste: An Automatic Waste Segregation Machine Using Deep Learning," 2023 3rd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), Dhaka, Bangladesh, 2023, pp. 181-186, doi: 10.1109/ICREST57604.2023.10070078.
• M. H. Mishal et al., "Prediction of Cryptocurrency Price using Machine Learning Techniques and Public Sentiment Analysis," 2022 25th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2022, pp. 657-662, doi: 10.1109/ICCIT57492.2022.10055524.
• Nyme Ahmed, Dip Nandi, A. G. M. Zaman, "Analyzing Student Evaluations of Teaching in a Completely Online Environment", International Journal of Modern Education and Computer Science(IJMECS), Vol.14, No.6, pp. 13-24, 2022. DOI:10.5815/ijmecs.2022.06.
• Mustafizur Rahman, Shusmita Islam, Rubiyet Fardous, Lamisa Yesmin, Dip Nandi, "Applying Scrum Development on Safety Critical Systems", International Journal of Information Technology and Computer Science(IJITCS), Vol.14, No.5, pp.44-57, 2022. DOI:10.5815/ijitcs.2022.0
• Sumaiya Sultana, Sumaiya Rahman Eva, Nayeem Hasan Moon, Akinul Islam Jony, Dip Nandi, "A Comparison of Opinion Mining Algorithms by Using Product Review Data", International Journal of Information Engineering and Electronic Business(IJIEEB), Vol.14, No.4, pp. 28-38, 2022. DOI:10.5815/ijieeb.2022.
• Musaddiq Al Karim, Md. Mahadi Masnad, Mst. Yeasmin Ara, Mostafa Rasel, Dip Nandi, "A Comprehensive Study to Investigate Student Performance in Online Education during Covid-19", International Journal of Modern Education and Computer Science(IJMECS), Vol.14, No.3, pp. 1-25, 2022.DOI: 10.5815/ijmecs.2022.03.01
• Rifat-Ibn-Alam, Md. Golam Ahsan Akib, Nyme Ahmed, Syed Nafiul Shefat, Dip Nandi," A Comparative Analysis among Online and On-Campus Students Using Decision Tree ", International Journal of Mathematical Sciences and Computing(IJMSC), Vol.8, No.2, pp. 11-27, 2022. DOI: 10.5815/ijmsc.2022.02.02
• Sajid Bin-Faisal, Dip Nandi, Mashiour Rahman, "Dual Layer Encryption for IoT based Vehicle Systems over 5G Communication", International Journal of Information Technology and Computer Science(IJITCS), Vol.14, No.2, pp.17-30, 2022. DOI: 10.5815/ijitcs.2022.02.02
• Syed Nafiul Shefat, Md. Golam Ahsan Akib, N. Ahmed, Rifat-Ibn-Alam, and Dr. Dip Nandi, “Investigation of Computing Students’ Performances in a Fully Online Environment During COVID-19 Pandemic”, Malaysian J. Sci. Adv. Tech., vol. 2, no. 1, pp. 23–30, Mar. 2022.
• Shefat, S.N., Akib, M.G.A., Ahmed, N. and Nandi, D., 2022. Investigation of Computing Students’ Performances in a Fully Online Environment During COVID-19 Pandemic. Malaysian Journal of Science and Advanced Technology, pp.23-30.
• Shadman Latif, Faria Farzana Dola, MD. Mahir Afsar, Ishrat Jahan Esha, Dip Nandi, " Investigation of Machine Learning Algorithms for Network Intrusion Detection", International Journal of Information Engineering and Electronic Business(IJIEEB), Vol.14, No.2, pp. 1-22, 2022. DOI: 10.5815/ijieeb.2022.02.01
• Al KarimM., AraM. Y., MasnadM. M., RaselM., and NandiD., “Student performance classification and prediction in fully online environment using Decision tree”, AJSE, vol. 20, no. 3, pp. 70 - 76, Sep. 2021.
• FaisalM. S. B., HabibA., Hossain M. A., RashidC. S., and NandiD., “Investigation of Security Challenges from the Perspective of Stakeholders in IoT”, AJSE, vol. 20, no. 2, pp. 8 - 19, May 2021.
• RahmanS. M. T., Iftekhar M. N., Alam R., GafurS. M. R., and NandiD., “Secured Question Paper Management System”, AJSE, vol. 20, no. 1, pp. 25 - 32, Apr. 2021.
• MahmudS. G., MishuM. C., and NandiD., “Predicting Spread, Recovery and Death Due to COVID-19 using a Time-Series Model (Prophet)”, AJSE, vol. 20, no. 1, pp. 71 - 76, Apr. 2021.
• Mohaimen-Bin-Noor, Zahiduddin Ahmed, Dip Nandi, Mashiour Rahman, " Investigation of Facilities for an M-learning Environment ", International Journal of Modern Education and Computer Science(IJMECS), Vol.13, No.1, pp. 34-48, 2021.DOI: 10.5815/ijmecs.2021.01.03
• Quazi Ghulam Rafi, Mohammed Noman, Sadia Zahin Prodhan, Sabrina Alam, Dip Nandi, "Comparative Analysis of Three Improved Deep Learning Architectures for Music Genre Classification", International Journal of Information Technology and Computer Science(IJITCS), Vol.13, No.2, pp.1-14, 2021. DOI: 10.5815/ijitcs.20
• H. M. Rhydwan, M. M. S. Choyon, M. N. Iftekhar, A. M. Hasan Sad and D. Nandi, "Smart Grid Implementation with Consortium Blockchain: A Proposed Model for Bangladesh," 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE), 2020, pp. 1-6, doi: 10.1109/ETCCE51779.2020.9350911.
• S. M. Habibul Mursaleen Chowdhury, Ferdous Jahan, Sarawat Murtaza Sara, and Dip Nandi. 2020. Secured Blockchain Based Decentralised Internet: A Proposed New Internet. In Proceedings of the International Conference on Computing Advancements (ICCA 2020). Association for Computing Machinery, New York, NY, USA, Article 8, 1–7. DOI:https://doi.org/10.1145/3377049.3377083
• Dipta Gomes, A. F. M. Saifuddin Saif, and Dip Nandi. 2020. Robust Underwater Object Detection with Autonomous Underwater Vehicle: A Comprehensive Study. In Proceedings of the International Conference on Computing Advancements (ICCA 2020). Association for Computing Machinery, New York, NY, USA, Article 17, 1–10. DOI:https://doi.org/10.1145/3377049.3377052
• Siam Rafsunjani, Rifat Sultana Safa, Abdullah Al Imran, Shamsur Rahim, Dip Nandi, "An Empirical Comparison of Missing Value Imputation Techniques on APS Failure Prediction", International Journal of Information Technology and Computer Science(IJITCS), Vol.11, No.2, pp.21-29, 2019. DOI: 10.5815/ijitcs.2019.0
• Saif, A F M Saifuddin ; Paul, Prottoy ; Zubair, Kazi Md. ; Shubho, Seemanta Ahmed ; Nandi, Dip . / Traffic Sign Detection based on Color Segmentation of Obscure Image Candidates: A Comprehensive Study. In: International journal of modern education and computer science. 2019; Vol. 10, No. 6. pp. 35-46.
• Ferdous MJ, Saifuddin A, Nandi D, Rahman M. An Efficient Hybrid Architecture for Visual Behavior Recognition using Convolutional Neural Network. International Journal of Computers and Applications. 2018;181(25):32-7.
• Chowdhury, Renea & Muniyandi, Ravie & Nandi, Dip. (2018). Comparative study of parallel implementation for searching algorithms with openMP. Journal of Theoretical and Applied Information Technology. 5. 6329-6338.
• Dip Nandi, A.F.M. Saifuddin Saif, Prottoy Paul, Kazi Md. Zubair, Seemanta Ahmed Shubho, "Traffic Sign Detection based on Color Segmentation of Obscure Image Candidates: A Comprehensive Study", International Journal of Modern Education and Computer Science(IJMECS), Vol.10, No.6, pp. 35-46, 2018.DOI:10.5815/ijmecs.2018.06.0
• H. M. T. Ullah, Z. Onik, R. Islam and D. Nandi, "Alzheimer's Disease and Dementia Detection from 3D Brain MRI Data Using Deep Convolutional Neural Networks," 2018 3rd International Conference for Convergence in Technology (I2CT), 2018, pp. 1-3, doi: 10.1109/I2CT.2018.8529808.
• Z. A. Onik, D. Nandi, A. U. Rahman and M. Rahman, "Design and Development of a Straight forward Approach to Enable Offline DRM for Android Devices," 2018 3rd International Conference for Convergence in Technology (I2CT), 2018, pp. 1-5, doi: 10.1109/I2CT.2018.8529712.
• Shamsur Rahim, AZM Ehtesham Chowdhury, Dip Nandi, Mashiour Rahman, Shahadatul Hakim, "ScrumFall: A Hybrid Software Process Model", International Journal of Information Technology and Computer Science(IJITCS), Vol.10, No.12, pp.41-48, 2018. DOI: 10.5815/ijitcs.2018.12.0
• Noor MB, Ahmed Z, Rahman M, Nandi D, Habib M. Facilities Required For Students In An Efficient M-Learning Environment. Inproceeding: 2nd International Conference On Social Sciences, Humanities And Technology (ICSHT 2018) 2018 (p. 181).
• Rahim, Shamsur. “Issue Starvation in Software Development: A Case Study on the Redmine Issue Tracking System Dataset.” Journal of Telecommunication, Electronic and Computer Engineering (JTEC) 9, no. 3-3 (2017): 185–89.
• Fahad Ahmed, Dip Nandi, Mashiour Rahman, Khandaker Tabin Hasan,"Investigating Factors that Influence Rice Yields of Bangladesh using Data Warehousing, Machine Learning, and Visualization", International Journal of Modern Education and Computer Science(IJMECS), Vol.9, No.3, pp.36-47, 2017.DOI: 10.5815/ijmecs.2017.03.0
• Jafrin S, Nandi D, Mahmood S. Test Case Prioritization based on Fault Dependency. International Journal of Modern Education & Computer Science. 2016 Apr 1;8(4).
• Nandi D, Hamilton M, Harland J, Mahmood S. Investigation of participation and quality of online interaction. International Journal of Modern Education and Computer Science. 2015 Aug 1;7(8):25.
• Dip Nandi, Margaret Hamilton, James Harland,"What Factors Impact Student – Content Interaction in Fully Online Courses", IJMECS, vol.7, no.7, pp.28-35, 2015.DOI: 10.5815/ijmecs.2015.07.04
• Mahmood S, Rahaman MS, Nandi D, Rahman M. A proposed modification of K-means algorithm. International Journal of Modern Education and Computer Science. 2015 Jun 1;7(6):37.
• Azad S, Hasan KT, Nandi D, Pathan AS. A High-throughput routing metric for multi-hop Underwater Acoustic Networks. Computers & Electrical Engineering. 2015 May 1;44:24-33.
• S Azad, M Rahman, KH Tabin, D Nandi. Comparison of non-probing based routing metrics for a static Multi-Hop Underwater Acoustic Networks Simulation Technologies in Networking and Communications: Selecting the Best 2014
• Nguyen TL, Warburton G, Nandi D. Does learning environment affect the students in introductory programming courses?. International Journal of Advanced Studies in Computers, Science and Engineering. 2014 Oct 1;3(10):13.
• Maleko M, Nandi D, Hamilton M, D'Souza D, Harland J. Facebook versus Blackboard for supporting the learning of programming in a fully online course: the changing face of computing education. In2013 Learning and Teaching in Computing and Engineering 2013 Mar 21 (pp. 83-89). IEEE.
• Nandi D, Hamilton M, Chang S, Balbo S. Evaluating quality in online asynchronous interactions between students and discussion facilitators. Australasian Journal of Educational Technology. 2012 May 17;28(4).
• Nandi D, Hamilton M, Harland J. Evaluating the quality of interaction in asynchronous discussion forums in fully online courses. Distance education. 2012 May 1;33(1):5-30.
• Nandi D, Hamilton M, Harland J, Warburton G. How active are students in online discussion forums?. In Proceedings of the Thirteenth Australasian Computing Education Conference-Volume 114 2011 Jan 17 (pp. 125-134).
• Nguyen TL, Nandi D, Warburton G. Alice in online and on-campus environments—how well is it received. In Proceedings of Information Systems Educators Conference (ISECON’11) 2011.
• Nandi D, Chang S, Balbo S. A conceptual framework for assessing interaction quality in online discussion forums. Same places, different spaces. Proceedings ascilite Auckland. 2009 Jan 1:7-23.

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