Admin
Emam Hossain

Ph.D. Student

Causal Artificial Intelligence Lab (CAIL)

University of Maryland Baltimore County

Publications


  1. Hossain, Emam, Gani, M. O., Dunmire, D., Subramanian, A., & Younas, H. (2024). Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet.  In 2024 International Conference on Machine Learning and Applications.

  2. Dunmire, D., Subramanian, A., Hossain, Emam, Gani, M. O., Banwell, A., Younas, H., & Myers, B. M. (2024). Greenland Ice Sheet wide supraglacial lake evolution and dynamics: insights from the 2018 and 2019 melt seasons. EarthArXiv preprint EarthArXiv:7475.

  3. Hossain, Emam, S., Huang, Y., Schlegel, N., Wang, J., Subramanian, A., & Gani, M. O. (2024). Incorporating Causality with Deep Learning in Predicting Short-Term and Seasonal Sea Ice. AMS Annual Meeting, 2024.

  4. Subramanian, A., Dunmire, D., Hossain, Emam, Osman Gani, M., Banwell, A., & Myers, B. (2024). The fate of Greenland Ice Sheet supraglacial lakes in a warm and cool year. In EGU General Assembly Conference Abstracts (p. 20925).

  5. Hasan, Uzma, Hossain, Emam, & Gani, M. O. (2023). A Survey on Causal Discovery Methods for I.I.D. and Time Series Data. Transactions on Machine Learning Research.

  6. Hossain, Emam, Hossain, M. S., Zander, P. O., & Andersson, K. (2022). Machine learning with Belief Rule-Based Expert Systems to predict stock price movements. Expert Systems with Applications, 117706.

  7. Dey, P., Hossain, Emam, Hossain, M. I., Chowdhury, M. A., Alam, M. S., Hossain, M. S., & Andersson, K. (2021). Comparative analysis of recurrent neural networks in stock price prediction for different frequency domains. Algorithms, 14(8), 251.

  8. Afroze, T., Akther, S., Chowdhury, M. A., Hossain, Emam, Hossain, M. S., & Andersson, K. (2021, July). Glaucoma detection using inception convolutional neural network v3. In International Conference on Applied Intelligence and Informatics (pp. 17-28). Springer, Cham.

  9. Hossain, Emam, Shariff, M. A. U., Hossain, M. S., & Andersson, K. (2021). A novel deep learning approach to predict air quality index. In Proceedings of International Conference on Trends in Computational and Cognitive Engineering (pp. 367-381). Springer, Singapore.

  10. Gupta, D., Hossain, Emam, Hossain, M. S., Hossain, M. S., & Andersson, K. (2020, December). An Interactive Computer System with Gesture-Based Mouse and Keyboard. In International Conference on Intelligent Computing & Optimization (pp. 894-906). Springer, Cham.

  11. Islam, M. S., & Hossain, Emam (2020). Foreign exchange currency rate prediction using a GRU-LSTM hybrid network. Soft Computing Letters, 100009.

  12. Islam, M., Hossain, Emam, Rahman, A., Hossain, M. S., & Andersson, K. (2020). A review on recent advancements in forex currency prediction. Algorithms, 13(8), 186.

  13. Gupta, D., Hossain, Emam, Hossain, M. S., Andersson, K., & Hossain, S. (2019). A digital personal assistant using Bangla voice command recognition and face detection. In 2019 IEEE International Conference on Robotics, Automation, Artificial-intelligence and Internet-of-Things (RAAICON) (pp. 116-121). IEEE.