
Nazmun Nahar
Lecturer | |
B.Sc in Computer Science and Engineering (University of Chittagong) M.Sc in Computer Science and Engineering (University of Chittagong) |
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nazmun@nstu.edu.bd | |
+8801407609939 | |
Blood Group: | |
Joining Date : 2022-01-24 | |
Research Interests:
Deep Learning, Image processing, Computer Vision, Brain Informatics |
About Nazmun Nahar
Google Scholar: scholar.google.com/citations?user=VpoiMYIAAAAJ&hl=en
Publications
Nazmun Nahar, Ferdous Ara, Jubair Ahmed Junjun, Mohammad Shahadat Hossain, and Karl Andersson. "A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals." In Proceedings of the Third International Conference on Trends in Computational and Cognitive Engineering, pp. 149-161. Springer, Singapore, 2022.
Md. Arif Istiek Neloy, Nazmun Nahar, Mohammad Shahadat Hossain, and Karl Andersson. "A Weighted Average Ensemble Technique to Predict Heart Disease." In Proceedings of the Third International Conference on Trends in Computational and Cognitive Engineering, pp. 17-29. Springer, Singapore, 2022.
Nanziba Basnin, Nazmun Nahar, Fahmida Ahmed Anika, Mohammad Shahadat Hossain, and Karl Andersson. "Deep Learning Approach to Classify Parkinson’s Disease from MRI Samples." In International Conference on Brain Informatics, pp. 536-547. Springer, Cham, 2021.
Nazmun Nahar, Ferdous Ara, Md Neloy, Arif Istiek, Anik Biswas, Mohammad Shahadat Hossain, and Karl Andersson. "Feature Selection Based Machine Learning to Improve Prediction of Parkinson Disease." In International Conference on Brain Informatics, pp. 496-508. Springer, Cham, 2021.
Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, and Karl Andersson. "Human Age Estimation Using Deep Learning from Gait Data." In International Conference on Applied Intelligence and Informatics, pp. 281-294. Springer, Cham, 2021.
Subasish Gosh, Nazmun Nahar, Mohammad Abdul Wahab, Munmun Biswas, Mohammad Shahadat Hossain, and Karl Andersson. "Recommendation system for e-commerce using alternating least squares (ALS) on apache spark." In International Conference on Intelligent Computing & Optimization, pp. 880-893. Springer, Cham, 2020.
Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, and Karl Andersson. "Gender classification from inertial sensor-based gait dataset." In International Conference on Intelligent Computing & Optimization, pp. 583-596. Springer, Cham, 2020.
Nazmun Nahar, Mohammad Shahadat Hossain, and Karl Andersson. "A machine learning based fall detection for elderly people with neurodegenerative disorders." In International Conference on Brain Informatics, pp. 194-203. Springer, Cham, 2020.
Vicky Barua, M. Arif, S. Uddin, Mithun Das, Nazmun Nahar and A. Pathak. "An ultrasonic line follower robot to detect obstacles and edges for industrial and rescue operations." International Journal of Computer Applications 975 (2020): 8887.
Munmun Biswas, Salah Uddin Chowdhury, Nazmun Nahar, Mohammad Shahadat Hossain, and Karl Andersson. "A belief rule base expert system for staging non-small cell lung cancer under uncertainty." In 2019 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), pp. 47-52. IEEE, 2019.
Nazmun Nahar, Ferdous Ara, Md Arif Istiek Neloy, Vicky Barua, Mohammad Shahadat Hossain, and Karl Andersson. "A comparative analysis of the ensemble method for liver disease prediction." In 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), pp. 1-6. IEEE, 2019.
Shamima Akter, Nazmun Nahar, Mohammad ShahadatHossain, and Karl Andersson. "A new crossover technique to improve genetic algorithm and its application to TSP." In 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), pp. 1-6. IEEE, 2019.
Nazmun Nahar, and Ferdous Ara. "Liver disease prediction by using different decision tree techniques." International Journal of Data Mining & Knowledge Management Process 8, no. 2 (2018): 01-09.
Ferdous Ara, and Nazmun Nahar. "Child Maltreatment Assessment by using Belief Rule based Expert System." International Journal of Computer Applications 975: 8887.
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Experiences and Activities
Teaching ExperienceFeburary, 2019 to January 2022 Lecturer Department of Computer Science and Engineering BGC Trust University, Bangladesh
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