
Emam Hossain
Ph.D. Student
Causal Artificial Intelligence Lab (CAIL)
University of Maryland Baltimore County
-
ITE 461, UMBC emamh1@umbc.edu Linkedin Google Scholar ORCID ResearchGate
Publications
-
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.
-
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.
-
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.
-
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).
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
Islam, M. S., & Hossain, Emam (2020). Foreign exchange currency rate prediction using a GRU-LSTM hybrid network. Soft Computing Letters, 100009.
-
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.
-
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.