Computer Science and Engineering

Ms. Syeda Shabnam Hasan

Research Interests

• Data Mining
• Machine Learning
• Meta heuristic Algorithms

Educational Background

• Bachelor in Engineering (BEngg), (CSE), Ahsanullah University of Science and Technology

Honors and Achievements

• • Khan Bahadur Ahasanullah Padak Award (Gold Medal), Ahasanullah University of Science and Technology, Dhaka, Bangladesh, 2012
• • Dean’s list of Honor, Ahasanullah University of Science and Technology, Dhaka, Bangladesh, 2012
• • Gold Medal For SSC Result, Agrani School and College, Dhaka, Bangladesh, 2004

Publications

1. "A Gender-neutral Approach to Detect Early Alzheimer’s Disease Applying a Three-layer NN.", 2019.
2. A Novel Fuzzy Inspired Bat Algorithm for Multidimensional Function Optimization Problem, Int. J. Fuzzy Syst. Appl, 2019. URL
3. "Approximate string matching algorithms: A brief survey and comparison.", 2015.
4. "Adaptive Mutation Rate for the Artificial Bee Colony Algorithm: A Case Study on Benchmark Continuous Optimization Problems.", 2015.
5. "Balancing explorations with exploitations in the artificial bee colony algorithm for numerical function optimization.", 2015.

1. Bengali Social Media Post Sentiment Analysis using Deep Learning and BERT Model, 2022 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 2022. URL

1. Improved Stock Price Prediction by Integrating Data Mining Algorithms and Technical Indicators: {A} Case Study on Dhaka Stock Exchange, International Conference on Computational Collective Intelligence,Springer, Cham, 2017, Springer. URL