Arpan Man Sainju received his Ph.D. degree in Computer Science from the University of Alabama in July 2021 and a Bachelor's degree in Computer Engineering from Tribhuvan University in 2011. His research interests include spatial big data analytics, spatial and spatiotemporal data mining, spatial database, geographic information system, and their interdisciplinary applications in earth science, transportation, public safety, public health, etc.
CSCI 3130 - Assembly and Computer Organization
[Paper]8/8/2021: One Journal paper entitled "Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training" accepted for publication in the Transactions on Intelligent Systems and Technology. [Paper]8/8/2021: One Journal paper entitled "Weakly Supervised Spatial Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels" accepted for publication in the Transactions on Intelligent Systems and Technology. [Paper]7/26/2021: One Journal paper entitled "Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint" accepted for publication in the Frontiers in Big Data. [Paper]2/1/2021: One paper accepted by the Journal of Environmental Modelling and Software, Elsevier. The paper is collaborated with the USGS Center of Excellence of Geospatial Information Science and UIUC CyberGIS group. [Paper]1/12/2021: One paper accepted by SIAM Data Mining 2021. [SPC]11/7/2020: Arpan was invited to serve as a senior PC member for the IJCAI 2021. [Paper]8/20/2020: A new paper was accepted by the ICDM 2020 conference! [Paper]6/24/2020: One conference paper was accepted by KDD 2020, one journal paper was accepted by IEEE TKDE and another journal accepted by International Journal of Remote Sensing. [Paper]11/18/2019: A new paper was accepted to AAAI 2020.