Niaz Ashraf Khan is currently working as a Lecturer at the Department of Computer Science and Engineering at University of Liberal Arts Bangladesh. He has completed his Bachelors and Masters from North South University (NSU). He also worked as a Full-time Lecturer at Northern University Bangladesh before joining ULAB.
MS in Computer Science and Engineering , North South University, Dhaka, Bangladesh
BS in Computer Science and Engineering , North South University, Dhaka, Bangladesh
Machine Learning, Image Processing, Computer Vision & Natural Language Processing
[9] S. Barman, F. A. Farid, H. L. Gope, M. F. Bin Hafiz, Niaz Ashraf Khan, S. Ahmad, and S. Mansor, "LBF-MI: Limited Boolean functions and mutual information to infer a gene regulatory network from time-series gene expression data," Genes, 2024.
[8] Niaz Ashraf Khan, A. M. S. Rafat, "Pruning Convolution Neural Networks Using Filter Clustering Based on Normalized Cross Correlation," Journal of Information and Telecommunication. DOI:10.1080/24751839.2024.2415008
[7] Niaz Ashraf Khan, M. F. B. Hafiz and M. A. Pramanik, "Enhancing Predictive Modelling and Interpretability in Heart Failure Prediction: A SHAP-Based Analysis," International Journal of Informatics and Communication Technology (IJ-ICT).
[6] Niaz Ashraf Khan, A. M. S. Rafat, "Enhancing Fetal Health Assessment Using Machine Learning and XAI Techniques," Baghdad Science Journal (BSJ)
[5] Niaz Ashraf Khan and M. F. B. Hafiz,"Advanced Techniques for Improved Bangladeshi Number Plate Detection and Character Recognition in Automated Parking Systems," Indonesian Journal of Electrical Engineering and Informatics (IJEEI). DOI: 10.52549/ijeei.v12i2.5477
[4] Niaz Ashraf Khan and M. F. B. Hafiz, "Enhanced Bengali Audio Categorization Using Audio Segmentation and Deep Learning," Indonesian Journal of Electrical Engineering and Computer Science (IJEECS). DOI: 10.11591/ijeecs.v36.i2.pp952-960
[3] M. Habib, M. F. Bin Hafiz, Niaz Ashraf Khan, and S. Hossain, "Multimodal Sentiment Analysis using Deep Learning Fusion Techniques and Transformers," International Journal of Advanced Computer Science and Applications (IJACSA), vol. 15, no. 6, pp, Jun. 2024. DOI: 10.14569/IJACSA.2024.0150686
[2] Fahmid Al Farid, Shohag Barman, Jaohar Raihan, Niaz Ashraf Khan, Md. Ferdous Bin Hafiz, Aditi Bhattacharya, Zaeed Mahmud, Sadia Afrin Ridita, Md Tanjil Sarker, Hezerul Abdul Karim, Sarina Mansor, "Optimized Crop Disease Prediction in Bangladesh: A Deep Learning and SVM Hybrid Model for Rice, Potato, and Corn," Imaging, 2024.DOI:10.3390/jimaging10080183.
[1] Niaz Ashraf Khan, Emrul Hasan Zawad, and Md. Rashedur Rahman, “Bengali paper classification using ensemble machine learning algorithms,” International Journal of Knowledge Engineering and Soft Data Paradigms, vol. 7, no. 2. Inderscience Publishers, p. 77, 2022. doi: 10.1504/ijkesdp.2022.127625.
[11] M. F. Bin Hafiz, S. Gofur, S. Hossain, N. A. Khan and A. Pramanik, "A Data-driven Based Bengali Text Sentiment Analysis for Internet Service Users," International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), December 07-08, 2024.
[10] Md. M. Islam, M. Ahmed, S. Hossain, and N. A. Khan, "A Blockchain-based Medical Record Storage System for Healthcare Data Management," Proc. Int. Conf. Adv. Commun. Technol. Comput. Eng. (ICACTCE), 2024.
[9] M. Islam, M. Ahmed and N. A. Khan, "Fault Detection and Diagnostics of Air Handling Unit in Hospital Building Using Machine Learning," 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2024.
[8] Noman Hossain, N. A. Khan, Fuyad Hasan Bhoyan, Farjana Islam and Feroz Ahmed, “NAT: IoT and Bigdata based Data Ingestion Architecture for Space Electric Propulsion-Example from the Pulsed Plasma Thruster,” 8th International Conference on Aerospace System Science and Engineering (ICASSE 2024).
[7] Noman Hossain, N. A. Khan , Zareen Tasneem , Farjana Islam and Feroz Ahmed, “A Machine Learning Framework for Aerospace Systems,” 8th International Conference on Aerospace System Science and Engineering (ICASSE 2024).
[6] S. Barman, F. A. Farid, M. T. Sarker, M. F. Bin Hafiz, N. A Khan, H. L. Gope, H. A. Karim, S. Mansor, and A. Bari, "BNIMI: Boolean gene regulatory network inference based on mutual information," in Proc. 5th Multimedia University Engineering Conference 2024 (MECON2024), 2024.
[5] M.F. B. Hafiz, N. A. Khan, Z. Kamal, S. Hossain, and S. Barman, "A Robust Malware Classification Approach Leveraging Explainable AI," in International Conference on Intelligent Systems for Cybersecurity (ISCS 2024), May 3-4, 2024.DOI:10.1109/ISCS61804.2024.10581382.
[4] S. Barman, M. F. Bin Hafiz and N. A. Khan, "An IoT-Based Smart System for the Detection, Notification and Prevention of Vehicle Accidents," 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh, 2024, pp. 1169-1174, doi: 10.1109/ICEEICT62016.2024.10534370.
[3] N. Hossain, R. Kibria, N. A. Khan, M. F. Bin Hafiz, S. M. Dipto and S. Chakraborty, "On Handling Bigdata Efficiently and Securely with Customised Control-An Illustrative Study," 2024 International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), Dhaka, Bangladesh, 2024, pp. 01-05, doi: 10.1109/iCACCESS61735.2024.10499583.
[2] N. A. Khan and M. F. Bin Hafiz, "Analyzing Music Genre Classification in Bengali Songs: A Comparative Study with the Marsyas Dataset Using Advanced Audio Feature Extraction Techniques," 2024 International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), Dhaka, Bangladesh, 2024, pp. 1-6, doi: 10.1109/iCACCESS61735.2024.10499514.
[1] K. I. Ahmad, A. Paul, M. F. Bin Hafiz, S. Chakraborty, N. A. Khan and S. M. Dipto, "A Data-Driven Approach for Online Phishing Activity Detection," 2024 International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), Dhaka, Bangladesh, 2024, pp. 1-6, doi: 10.1109/iCACCESS61735.2024.10499630.