Wang, Jianwu

1. A Deterministic Self-Organizing Map Approach and its Application on Satellite Data based Cloud Type Classification
   2018/08/24 by Wenbin Zhang, Zhang, Wenbin, Jianwu Wang +7 · 3 citations
   Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote Sensing in Agriculture #Remote-Sensing Image Classification
2. Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference
   2024/05/13 by Ali, Sahara, Faruque, Omar, Wang, Jianwu · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data
   2023/04/27 by Faruque, Omar, Nji, Francis Ndikum, Cham, Mostafa +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Sea Ice Forecasting using Attention-based Ensemble LSTM
   2021/07/27 by Sahara Ali, Yiyi Huang, Ali, Sahara +5 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #Arctic and Antarctic ice dynamics #Methane Hydrates and Related Phenomena #Climate change and permafrost
5. Building Machine Learning Challenges for Anomaly Detection in Science
   2025/03/03 by Campolongo, Elizabeth G., Chou, Yuan-Tang, Govorkova, Ekaterina +147 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
6. Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods
   2024/04/03 by Sahara Ali, Ali, Sahara, Uzma Hasan +13 · 1 citation
   Computer Science · Engineering · #Geochemistry and Geologic Mapping #Cognitive Science and Mapping #Reservoir Engineering and Simulation Methods
7. TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data
   2024/04/01 by Faruque, Omar, Ali, Sahara, Zheng, Xue +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
8. gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method
   2024/08/26 by Seraj Al Mahmud Mostafa, Omar Faruque, Mostafa, Seraj Al Mahmud +9 · 2 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #GNSS positioning and interference #Geophysics and Gravity Measurements #Seismology and Earthquake Studies