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Yu Feng, Xiao Huang & Monika Sester. (2022) Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges. International Journal of Geographical Information Science 36:7, pages 1275-1316.
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M. R. Mahendrini Fernando Ariyachandra & Gayan Wedawatta. (2023) Digital Twin Smart Cities for Disaster Risk Management: A Review of Evolving Concepts. Sustainability 15:15, pages 11910.
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Annie Singla & Rajat Agrawal. (2023) iStage: a deep learning based framework to determine the stage of disaster management cycle from a social media message. Global Knowledge, Memory and Communication.
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Annie Singla & Rajat Agrawal. (2023) DisDSS: a novel Web-based smart disaster management system for determining the nature of a social media message for decision-making using deep learning – case study of COVID-19. Global Knowledge, Memory and Communication.
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Delu Wang, Jun Gan, Jinqi Mao, Fan Chen & Lan Yu. (2023) Forecasting power demand in China with a CNN-LSTM model including multimodal information. Energy 263, pages 126012.
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Zheye Wang, Nina S. N. Lam, Mingxuan Sun, Xiao Huang, Jin Shang, Lei Zou, Yue Wu & Volodymyr V. Mihunov. (2022) A Machine Learning Approach for Detecting Rescue Requests from Social Media. ISPRS International Journal of Geo-Information 11:11, pages 570.
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Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas & Yannis Karnavas. (2022) Machine Learning in Disaster Management: Recent Developments in Methods and Applications. Machine Learning and Knowledge Extraction 4:2, pages 446-473.
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Aumkar Shriram Paradkar, Cheng Zhang, Faxi Yuan & Ali Mostafavi. (2022) Examining the consistency between geo-coordinates and content-mentioned locations in tweets for disaster situational awareness: A Hurricane Harvey study. International Journal of Disaster Risk Reduction 73, pages 102878.
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Nilani Algiriyage, Raj Prasanna, Kristin Stock, Emma E. H. Doyle & David Johnston. (2021) Multi-source Multimodal Data and Deep Learning for Disaster Response: A Systematic Review. SN Computer Science 3:1.
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Cuizhen Wang. 2022. New Thinking in GIScience. New Thinking in GIScience
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Jialyu He, Xia Li, Penghua Liu, Xinxin Wu, Jinbao Zhang, Dachuan Zhang, Xiaojuan Liu & Yao Yao. (2021) Accurate Estimation of the Proportion of Mixed Land Use at the Street-Block Level by Integrating High Spatial Resolution Images and Geospatial Big Data. IEEE Transactions on Geoscience and Remote Sensing 59:8, pages 6357-6370.
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Yago Martín, Zhenlong Li, Yue Ge & Xiao Huang. (2021) Introducing Twitter Daily Estimates of Residents and Non-Residents at the County Level. Social Sciences 10:6, pages 227.
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Sean G. Young, Jyotishka Datta, Bandana Kar, Xiao Huang, Malcolm D. Williamson, Jason A. Tullis & Jackson Cothren. 2021. Mapping COVID-19 in Space and Time. Mapping COVID-19 in Space and Time
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Chao Fan, Yucheng JiangAli Mostafavi. (2020) Social Sensing in Disaster City Digital Twin: Integrated Textual–Visual–Geo Framework for Situational Awareness during Built Environment Disruptions. Journal of Management in Engineering 36:3.
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Huan Ning, Zhenlong Li, Michael E. Hodgson & Cuizhen (Susan) Wang. (2020) Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning. ISPRS International Journal of Geo-Information 9:2, pages 104.
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