标题
Spatio-Temporal Data Mining
作者
关键词
-
出版物
ACM COMPUTING SURVEYS
Volume 51, Issue 4, Pages 1-41
出版商
Association for Computing Machinery (ACM)
发表日期
2018-08-22
DOI
10.1145/3161602
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。- Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
- (2017) Anuj Karpatne et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- An approach for global monitoring of surface water extent variations in reservoirs using MODIS data
- (2017) Ankush Khandelwal et al. REMOTE SENSING OF ENVIRONMENT
- Survey on time series motif discovery
- (2017) Sahar Torkamani et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- ST-SAGE
- (2017) Weiqing Wang et al. ACM Transactions on Intelligent Systems and Technology
- Causal Counterfactual Theory for the Attribution of Weather and Climate-Related Events
- (2016) A. Hannart et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works
- (2016) Gowtham Atluri et al. COMPUTER
- Ring-Shaped Hotspot Detection
- (2016) Emre Eftelioglu et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Exploring the Predictability of 30-Day Extreme Precipitation Occurrence Using a Global SST–SLP Correlation Network
- (2016) Mengqian Lu et al. JOURNAL OF CLIMATE
- Simulating multimodal seasonality in extreme daily precipitation occurrence
- (2016) Mari R. Tye et al. JOURNAL OF HYDROLOGY
- Near real-time space-time cluster analysis for detection of enteric disease outbreaks in a community setting
- (2016) Aharona Glatman-Freedman et al. JOURNAL OF INFECTION
- Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping
- (2016) Anne-Katrin Mahlein PLANT DISEASE
- Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates
- (2016) Anders Eklund et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Both Nearest Neighbours and Long-term Affiliates Predict Individual Locations During Collective Movement in Wild Baboons
- (2016) Damien R. Farine et al. Scientific Reports
- Monitoring Land-Cover Changes: A Machine-Learning Perspective
- (2016) Anuj Karpatne et al. IEEE Geoscience and Remote Sensing Magazine
- Focal-Test-Based Spatial Decision Tree Learning
- (2015) Zhe Jiang et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia
- (2015) Qingbao Yu et al. NEUROIMAGE
- Trajectory Data Mining
- (2015) Yu Zheng ACM Transactions on Intelligent Systems and Technology
- Spatiotemporal Data Mining: A Computational Perspective
- (2015) Shashi Shekhar et al. ISPRS International Journal of Geo-Information
- Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia
- (2014) Gowtham Atluri et al. HUMAN BRAIN MAPPING
- Outlier Detection for Temporal Data: A Survey
- (2014) Manish Gupta et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- A systems approach to evaluating the air quality co-benefits of US carbon policies
- (2014) Tammy M. Thompson et al. Nature Climate Change
- Mapping Mountain Pine Beetle Mortality through Growth Trend Analysis of Time-Series Landsat Data
- (2014) Lu Liang et al. Remote Sensing
- Time series motif discovery: dimensions and applications
- (2014) Abdullah Mueen Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Classification of time series by shapelet transformation
- (2013) Jon Hills et al. DATA MINING AND KNOWLEDGE DISCOVERY
- Anomaly Detection and Localization in Crowded Scenes
- (2013) Weixin Li et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Functional Connectivity and Brain Networks in Schizophrenia
- (2013) M.-E. Lynall et al. JOURNAL OF NEUROSCIENCE
- Tensor Regression with Applications in Neuroimaging Data Analysis
- (2013) Hua Zhou et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Spatio-temporal Granger causality: A new framework
- (2013) Qiang Luo et al. NEUROIMAGE
- Spatially constrained hierarchical parcellation of the brain with resting-state fMRI
- (2013) Thomas Blumensath et al. NEUROIMAGE
- Causal inference with multiple time series: principles and problems
- (2013) M. Eichler PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Time-varying functional network information extracted from brief instances of spontaneous brain activity
- (2013) Xiao Liu et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- El Niño–La Niña cycle and recent trends in continental evaporation
- (2013) Diego G. Miralles et al. Nature Climate Change
- Hinging Hyperplanes for Time-Series Segmentation
- (2013) Xiaolin Huang et al. IEEE Transactions on Neural Networks and Learning Systems
- Spatiotemporal change footprint pattern discovery: an inter-disciplinary survey
- (2013) Xun Zhou et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack
- (2013) Gowtham Atluri et al. NeuroImage-Clinical
- Time-series data mining
- (2012) Philippe Esling et al. ACM COMPUTING SURVEYS
- Causal Discovery for Climate Research Using Graphical Models
- (2012) Imme Ebert-Uphoff et al. JOURNAL OF CLIMATE
- Periodic changes in fMRI connectivity
- (2012) Daniel A. Handwerker et al. NEUROIMAGE
- Continuous monitoring of forest disturbance using all available Landsat imagery
- (2012) Zhe Zhu et al. REMOTE SENSING OF ENVIRONMENT
- Neural correlates of establishing, maintaining, and switching brain states
- (2012) Yi-Yuan Tang et al. TRENDS IN COGNITIVE SCIENCES
- A whole brain fMRI atlas generated via spatially constrained spectral clustering
- (2011) R. Cameron Craddock et al. HUMAN BRAIN MAPPING
- Spatially Adaptive Classification of Land Cover With Remote Sensing Data
- (2011) Goo Jun et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Cascading Spatio-Temporal Pattern Discovery
- (2011) Pradeep Mohan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Finding Probabilistic Prevalent Colocations in Spatially Uncertain Data Sets
- (2011) Lizhen Wang et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Systematic Comparison of ENSO Teleconnection Patterns between Models and Observations
- (2011) Xiaosong Yang et al. JOURNAL OF CLIMATE
- Forecasting Fire Season Severity in South America Using Sea Surface Temperature Anomalies
- (2011) Y. Chen et al. SCIENCE
- Identifying patterns in spatial information: A survey of methods
- (2011) Shashi Shekhar et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- A scalable gaussian process analysis algorithm for biomass monitoring
- (2011) Varun Chandola et al. Statistical Analysis and Data Mining
- A Space-Time Scan Statistic for Detecting Emerging Outbreaks
- (2010) Toshiro Tango et al. BIOMETRICS
- The NCEP Climate Forecast System Reanalysis
- (2010) Suranjana Saha et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- A review on time series data mining
- (2010) Tak-chung Fu ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis
- (2010) Brian P. Salmon et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Analysing spatio-temporal autocorrelation with LISTA-Viz
- (2010) F. Hardisty et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Dysconnectivity in schizophrenia: Where are we now?
- (2010) William Pettersson-Yeo et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Stability of graph communities across time scales
- (2010) J.- C. Delvenne et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Grouped graphical Granger modeling for gene expression regulatory networks discovery
- (2009) A. C. Lozano et al. BIOINFORMATICS
- An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques
- (2009) Jing Sui et al. NEUROIMAGE
- Correspondence of the brain's functional architecture during activation and rest
- (2009) S. M. Smith et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A spatiotemporal Ripley’s K-function to analyze interactions between spruce budworm and fire in British Columbia, Canada
- (2008) Heather J. Lynch et al. CANADIAN JOURNAL OF FOREST RESEARCH
- Novel Online Methods for Time Series Segmentation
- (2008) Xiaoyan Liu et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- A Framework for Mining Sequential Patterns from Spatio-Temporal Event Data Sets
- (2008) Yan Huang et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys
- (2008) Shih-pi Ku et al. MAGNETIC RESONANCE IMAGING
- Detecting influenza epidemics using search engine query data
- (2008) Jeremy Ginsberg et al. NATURE
- Cluster analysis of resting-state fMRI time series
- (2008) Aviv Mezer et al. NEUROIMAGE
- A flexibly shaped space-time scan statistic for disease outbreak detection and monitoring
- (2008) Kunihiko Takahashi et al. International Journal of Health Geographics
- Hierarchical image segmentation based on similarity of NDVI time series
- (2007) Stefaan Lhermitte et al. REMOTE SENSING OF ENVIRONMENT
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