Spatiotemporal Modeling Approaches

Research in this cluster emphasizes the modeling of spatiotemporal data to understand dynamics over time and space. It incorporates algorithms for analyzing geographical and temporal information.

Spatiotemporal Data
Modeling
Analysis
Geographical Information
Temporal Dynamics

2,649 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

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Top Papers

Semantic Trajectories Modeling And Analysis

2013 · 403 citations

IDEA And AR-IDEA: Models For Dealing With Imprecise Data In DEA

1999 · 331 citations

An Event-Based Spatiotemporal Data Model (ESTDM) For Temporal Analysis Of Geographical Data

1995 · 311 citations

Explainable AI And Mass Surveillance System-Based Healthcare Framework To Combat COVID-I9 Like Pandemics

2020 · 265 citations

Re-Thinking Data Strategy And Integration For Artificial Intelligence: Concepts, Opportunities, And Challenges

2023 · 228 citations

Prediction Of Dengue Incidence Using Search Query Surveillance

2011 · 215 citations

It's A Streaming World! Reasoning Upon Rapidly Changing Information

2009 · 169 citations

Discussion And Review On Evolving Data Streams And Concept Drift Adapting

2016 · 163 citations

Dynamic Models For Spatiotemporal Data

2001 · 149 citations

A Mixture Model For Preferences Data Analysis

2005 · 139 citations

Unstructured Citizen Science Data Fail To Detect Long-Term Population Declines Of Common Birds In Denmark

2016 · 128 citations

Toward Intelligent Assistance For A Data Mining Process: An Ontology-Based Approach For Cost-Sensitive Classification

2005 · 127 citations

Development And Evaluation Of Ontology For Intelligent Decision Support In Medical Emergency Management For Mass Gatherings

2013 · 125 citations

Advances In Nowcasting Influenza-Like Illness Rates Using Search Query Logs

2015 · 109 citations

Reactive Soft Prototype Computing For Concept Drift Streams

2020 · 107 citations

Challenges In Data Crowdsourcing

2016 · 103 citations

Planning With Crowdsourced Data

2015 · 84 citations

Power Relations And Group Aggregation In The Multiplicative AHP And SMART

1997 · 83 citations

Detecting Concept Change In Dynamic Data Streams

2014 · 82 citations

AI Applications Of Data Sharing In Agriculture 4.0: A Framework For Role-Based Data Access Control

2021 · 80 citations