19 citations · 53 across the 5 of their papers we have counts for
5 papers
MT-IceNet -- A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting
Sahara Ali, Jianwu Wang
Arctic amplification has altered the climate patterns both regionally and globally, resulting in more frequent and more intense extreme weather events in the past few decades. The…
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics
Xin Wang, Azim Khan, Jianwu Wang +3
With the popularity of Internet of Things (IoT), edge computing and cloud computing, more and more stream analytics applications are being developed including real-time trend predi…
Reproducible and Portable Big Data Analytics in the Cloud
Xin Wang, Pei Guo, Xingyan Li +4
Cloud computing has become a major approach to help reproduce computational experiments. Yet there are still two main difficulties in reproducing batch based big data analytics (in…
Sea Ice Forecasting using Attention-based Ensemble LSTM
Sahara Ali, Yiyi Huang, Xin Huang +1
Accurately forecasting Arctic sea ice from subseasonal to seasonal scales has been a major scientific effort with fundamental challenges at play. In addition to physics-based earth…
A Deterministic Self-Organizing Map Approach and its Application on Satellite Data based Cloud Type Classification
Wenbin Zhang, Jianwu Wang, Daeho Jin +2
A self-organizing map (SOM) is a type of competitive artificial neural network, which projects the high-dimensional input space of the training samples into a low-dimensional space…