Predicting households’ residential mobility trajectories with geographically localized interpretable model-agnostic explanation (GLIME)
出版年份 2023 全文链接
标题
Predicting households’ residential mobility trajectories with geographically localized interpretable model-agnostic explanation (GLIME)
作者
关键词
-
出版物
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
Volume -, Issue -, Pages 1-23
出版商
Informa UK Limited
发表日期
2023-10-10
DOI
10.1080/13658816.2023.2264921
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- The challenges of integrating explainable artificial intelligence into GeoAI
- (2023) Jin Xing et al. Transactions in GIS
- A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model
- (2022) Chao Wang et al. Transactions in GIS
- ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects
- (2022) Ganmin Yin et al. GEOINFORMATICA
- Predicting a Person’s Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network
- (2022) Nengjun Zhu et al. ACM Transactions on Knowledge Discovery from Data
- Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
- (2022) Bas H.M. van der Velden et al. MEDICAL IMAGE ANALYSIS
- A geographically weighted artificial neural network
- (2021) Julian Hagenauer et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks
- (2021) Mingxiao Li et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Learning where to look for COVID-19 growth: Multivariate analysis of COVID-19 cases over time using explainable convolution–LSTM
- (2021) Novanto Yudistira et al. APPLIED SOFT COMPUTING
- A machine learning approach for modelling parking duration in urban land-use
- (2021) Janak Parmar et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Peeking inside the black-box: Explainable machine learning applied to household transportation energy consumption
- (2021) Shideh Shams Amiri et al. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS
- The Role of Smart Growth in Residential Location Choice: Heterogeneity of Location Preferences in the Chicago Region
- (2021) Yiyuan Wang et al. JOURNAL OF PLANNING EDUCATION AND RESEARCH
- Evaluation of the factors explaining the use of agricultural land: A machine learning and model-agnostic approach
- (2021) Cláudia M. Viana et al. ECOLOGICAL INDICATORS
- Generalized radiation model for human migration
- (2021) Christian Alis et al. Scientific Reports
- Modeling residential mobility decisions from a life history–oriented perspective
- (2021) Muntahith Mehadil Orvin et al. Transportation Letters-The International Journal of Transportation Research
- Examining the relationship between migration and land cover change in rural U.S.: evidence from Ohio, United States, between 2008 and 2016
- (2021) Sohyun Park et al. Journal of Land Use Science
- A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence
- (2020) Ximeng Cheng et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- An overview of GeoAI applications in health and healthcare
- (2019) Maged N. Kamel Boulos et al. International Journal of Health Geographics
- EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
- (2019) Patrick Helber et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Analysis of the driving factors of U.S. domestic population mobility
- (2019) Xiaomeng Li et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Predicting the magnitude and the characteristics of the urban heat island in coastal cities in the proximity of desert landforms. The case of Sydney
- (2019) Geun Young Yun et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology
- (2018) Trang VoPham et al. Environmental Health
- Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling
- (2018) Huang Xu et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
- (2017) Timnit Gebru et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Residential mobility impacts exposure assessment and community socioeconomic characteristics in longitudinal epidemiology studies
- (2016) Cole Brokamp et al. Journal of Exposure Science and Environmental Epidemiology
- Residential mobility, quality of neighbourhood and life course events
- (2010) Birgitta Rabe et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
- Residential mobility in childhood and health outcomes: a systematic review
- (2008) T Jelleyman et al. JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH
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