JOURNALS
Mst. Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, and Vassilis J. Tsotras, "Principled Mining, Forecasting and Monitoring of Honeybee Time Series with EBV+" ACM Trans. Knowl. Discov. Data Just Accepted (February 2025).
[Preprint | Source Code]
CONFERENCES
Mst Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis Tsotras, ”EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series,” In SIAM Conference on Data Mining (SDM 24), 2024. (Acceptance Rate: 29.55%)
[Paper | Source Code | Slide | Poster]
Shamima Hossain, Bidya Debnath, Adrita Anika, Md. Junaed-Al-Hossain, Sabyasachi Biswas, Celia Shahnaz, ”Autonomous trash collector based on object detection using deep neural network,” In 2019 IEEE Region 10 Conference (TENCON), 2019.
Shamima Hossain, Bidya Debnath, Sabyasachu Biswas, Md. Junaed-Al-Hossain, Adrita Anika, Sayed Khaled Zaman Navid, ”Estimation of Blood Glucose from PPG Signal Using Convolutional Neural Network,” In 2019 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), 2019.
Mst Shamima Hossain, Md. Junaed Al-Hossain, Sk Hasibul Alam, ”Automated Railway Track Changing Model with Real-Time Centralized Monitoring Interface,” In 2019 IEEE International Conference on Robotics, Automation, Artificial intelligence and Internet-of-Things (RAAICON), 2019.
POSTER ABSTRACT
Abdulrahman Bukhari, Bullo Mamo, Mst Shamima Hossain, Ziliang Zhang, Mohsen Karimi, Daniel Enright, Patricia Manosalva, Hyoseung Kim, ”Low-Cost Soil Sensing and Two-Level Classification for Early Stress Detection in Avocado Plants," Accepted in the 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys), 2025.
UNDERGRADUATE THESIS
Estimation of Respiration Rate From Photoplethesmogram Signal Using Deep Neural Network [Thesis Book | Slide]