Tianfang Xu

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 5

Top Topics

Parameter Estimation

Kalman Filtering

Top Venues

AAAI Workshop: Statistical Relational Artificial Intelligence

Comput. Environ. Urban Syst.

Comput. Geosci.

Publications

Haoran Hou, Qianqiu Longyang, Hongbo Su, Ruijie Zeng, Tianfang Xu, Zhi-Hua Wang
Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Shiqi Wei, Tianfang Xu, Guo-Yue Niu, Ruijie Zeng
Estimating Irrigation Water Consumption Using Machine Learning and Remote Sensing Data in Kansas High Plains. Remote. Sens. 14 (13) (2022)
Peiyuan Li, Tianfang Xu, Shiqi Wei, Zhi-Hua Wang
Multi-objective optimization of urban environmental system design using machine learning. Comput. Environ. Urban Syst. 94 (2022)
Tianfang Xu, Kaiyu Guan, Bin Peng, Shiqi Wei, Lei Zhao
Machine Learning-Based Modeling of Spatio-Temporally Varying Responses of Rainfed Corn Yield to Climate, Soil, and Management in the U.S. Corn Belt. Frontiers Artif. Intell. 4 (2021)
Tianfang Xu, Jillian M. Deines, Anthony D. Kendall, Bruno Basso, David W. Hyndman
Addressing Challenges for Mapping Irrigated Fields in Subhumid Temperate Regions by Integrating Remote Sensing and Hydroclimatic Data. Remote. Sens. 11 (3) (2019)
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Learning Relational Kalman Filtering. AAAI (2015)
Tianfang Xu, Albert J. Valocchi
Data-driven methods to improve baseflow prediction of a regional groundwater model. Comput. Geosci. 85 (2015)
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Parameter Estimation for Relational Kalman Filtering. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Donna K. Byron, Aakash Dalwani, Ryan Gerritsen, Mark A. Keck, Thomas Mampilly, Vinay Sharma, Laura Stoia, Timothy Weale, Tianfang Xu
Natural Noun Phrase Variation for Interactive Characters. AIIDE (2005)
Donna K. Byron, Thomas Mampilly, Vinay Sharma, Tianfang Xu
Utilizing Visual Attention for Cross-Modal Coreference Interpretation. CONTEXT (2005)