A Visual Analytics Approach to Understanding Spatiotemporal Hotspots

No abstract is available for this paper.

• Publication year

  2010

• Venue

  IEEE Transactions on Visualization and Computer Graphics

• Publication date

  2010-03-01

• Fields of study

  Medicine, Computer Science, Environmental Science

• Identifiers
  DOI 10.1109/TVCG.2009.100PMID 20075482
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• I and J

  2012cited by this paper
• Visual Methods for Analyzing Time-Oriented Data

  2008cited by this paper
• Improving crime data sharing and analysis tools for a Web-based Crime Analysis Toolkit: WebCAT 2.2

  2008cited by this paper
• Multidimensional visual analysis using cross-filtered views

  2008cited by this paper
• Understanding syndromic hotspots - a visual analytics approach

  2008cited by this paper
• Multi-Focused Geospatial Analysis Using Probes

  2008cited by this paper
• Update: Influenza activity--United States and worldwide, 2006-07 season, and composition of the 2007-08 influenza vaccine.

  2007cited by this paper
• LAHVA: Linked Animal-Human Health Visual Analytics

  2007cited by this paper
• Kernel Density Estimation and Percent Volume Contours in General Practice Catchment Area Analysis in Urban Areas

  2007cited by this paper
• Jigsaw: Supporting Investigative Analysis through Interactive Visualization

  2007cited by this paper
• FemaRepViz: Automatic Extraction and Geo-Temporal Visualization of FEMA National Situation Updates

  2007cited by this paper
• A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP)

  2006cited by this paper
• Towards Ubiquitous Brushing for Information Visualization

  2006cited by this paper
• The Indiana Public Health Emergency Surveillance System: Ongoing Progress, Early Findings, and Future Directions

  2006cited by this paper
• Classification of emergency department chief complaints into 7 syndromes: a retrospective analysis of 527,228 patients.

  2005cited by this paper
• 3D information visualization for time dependent data on maps

  2005cited by this paper
• Interactive pattern search in time series

  2005cited by this paper
• PlanningLines: novel glyphs for representing temporal uncertainties and their evaluation

  2005cited by this paper
• Visualizing spatial multivalue data

  2005cited by this paper
• Axes-based visualizations with radial layouts

  2004cited by this paper
• BioSense--a national initiative for early detection and quantification of public health emergencies.

  2004cited by this paper
• SPATIAL ANALYSES OF HOMICIDE WITH AREAL DATA

  2004cited by this paper
• A systems overview of the Electronic Surveillance System for the Early Notification of Community-Based Epidemics (ESSENCE II)

  2003cited by this paper
• Visualizing queries on databases of temporal histories: new metaphors and their evaluation

  2003cited by this paper
• The bioterrorism preparedness and response Early Aberration Reporting System (EARS)

  2003influential reference
• Type : Long paper Demo as well ? : Yes Author ( s ) :

  2003cited by this paper
• Visualizing spatially varying distribution data

  2002cited by this paper
• ThemeRiver: Visualizing Thematic Changes in Large Document Collections

  2002cited by this paper
• Visualizing Multivariate Spatial Correlation with Dynamically Linked Windows

  2002cited by this paper
• Case study: design and assessment of an enhanced geographic information system for exploration of multivariate health statistics

  2001cited by this paper
• Visualizing time-series on spirals

  2001cited by this paper
• Dynamic queries and brushing on choropleth maps

  2001cited by this paper
• Information Visualization in Data Mining and Knowledge Discovery

  2001cited by this paper
• Using multivariate clustering to characterize ecoregion borders

  1999cited by this paper
• Geographic visualization: designing manipulable maps for exploring temporally varying georeferenced statistics

  1998cited by this paper
• Introduction to algorithms

  1996cited by this paper
• Interactive High-Dimensional Data Visualization

  1996cited by this paper
• High Dimensional Brushing for Interactive Exploration of Multivariate Data

  1995cited by this paper
• Influenza vaccine.

  1994cited by this paper
• Visualizing Data

  1993cited by this paper
• The Science of Public Health Surveillance

  1989cited by this paper
• Brushing scatterplots

  1987cited by this paper
• Density Estimation for Statistics and Data Analysis

  1987cited by this paper
• The surveillance of communicable diseases of national importance.

  1963cited by this paper

• Uncertain Pointer: Situated Feedforward Visualizations for Ambiguity-Aware AR Target Selection

  2026cites this paper
• An AI-Based Public Health Data Monitoring System

  2025cites this paper
• Multi-criteria-based hotspot analysis for prioritization of native woody species in sustainable biologic programs for arid lands

  2025cites this paper
• Integrating GPU-Accelerated for Fast Large-Scale Vessel Trajectories Visualization in Maritime IoT Systems

  2025cites this paper
• TransportMap: Visual transport analysis for spatiotemporal data without trajectory information

  2025cites this paper
• Large-Scale Spatiotemporal Kernel Density Visualization

  2025cites this paper
• Visualizing multilayer spatiotemporal epidemiological data with animated geocircles

  2024cites this paper
• The Introduction of Geo Wild System (GWS) as a Novel Wildlife Reporting, Monitoring, and Analyzing System in Malaysia

  2024cites this paper
• Situated Analytics Process and Mantra

  2024cites this paper
• GIS-based methodology for tracking the grazing cattle site use

  2024cites this paper
• Visual Analysis of Spatiotemporal Situation via Representation Learning

  2024cites this paper
• Assessing the landscape of toolkits, frameworks, and authoring tools for urban visual analytics systems

  2024cites this paper
• A Survey on Exploratory Spatiotemporal Visual Analytics Approaches for Climate Science

  2024influential citation
• A cyclically adjusted spatio-temporal kernel density estimation method for predictive crime hotspot analysis

  2023cites this paper
• Identification and Analysis of fatal Road Crash Black spot Clusters in an Urban Setting in South Coastal India

  2023cites this paper
• FSLens: A Visual Analytics Approach to Evaluating and Optimizing the Spatial Layout of Fire Stations

  2023cites this paper
• Is your neighbor your friend? Scan methods for spatial social network hotspot detection

  2023cites this paper
• SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization

  2022cites this paper
• PIXAL: Anomaly Reasoning with Visual Analytics

  2022cites this paper
• User-centered visual explorer of in-process comparison in spatiotemporal space

  2022cites this paper
• A survey of urban visual analytics: Advances and future directions

  2022influential citation
• Spatial congruency or mismatch? Analyzing the COVID-19 potential infection risk and urban density as businesses reopen

  2022cites this paper
• CoronaViz: Visualizing Multilayer Spatiotemporal COVID-19 Data with Animated Geocircles

  2022cites this paper
• A Framework for Multiclass Contour Visualization

  2022cites this paper
• Data visualization in diseases epidemiology

  2022cites this paper
• RISeer: Inspecting the Status and Dynamics of Regional Industrial Structure via Visual Analytics

  2022cites this paper
• A Critical Reflection on Visualization Research: Where Do Decision Making Tasks Hide?

  2021cites this paper
• Predicting density of serious crime incidents using a Multiple-Input Hidden Markov Maximization a posteriori model

  2021cites this paper
• Visual analysis of geospatial multivariate data for investigating radioactive deposition processes

  2021cites this paper
• Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species

  2021cites this paper
• Exploring geographic hotspots using topological data analysis

  2021cites this paper
• DDLVis: Real-time Visual Query of Spatiotemporal Data Distribution via Density Dictionary Learning

  2021cites this paper
• CLEVis: A Semantic Driven Visual Analytics System for Community Level Events

  2020cites this paper
• The Visual Analytics and Data Exploration Research Lab at Arizona State University

  2020cites this paper
• Ocupado: Visualizing Location‐Based Counts Over Time Across Buildings

  2020cites this paper
• TopicFields: Spatiotemporal Visualization of Geo-tagged Social Media With Hybrid Topic Models and Scalar Fields

  2020cites this paper
• Real-Time Exploration of Large Spatiotemporal Datasets Based on Order Statistics

  2020cites this paper
• ВІЗУАЛЬНА АНАЛІТИКА — ЕФЕКТИВНА ТЕХНОЛОГІЯ ОБРОБЛЕННЯ BIG DATA В МЕДИЦИНІ

  2020cites this paper
• A Visual Analytics Approach to Facilitate Crime Hotspot Analysis

  2020cites this paper
• LocalCompanies: Visual Analytics of spatial aligned regional companies

  2020cites this paper
• Bird's‐Eye ‐ Large‐Scale Visual Analytics of City Dynamics using Social Location Data

  2019cites this paper
• Visual Analytics for Epidemiological Cohort Studies

  2019cites this paper
• Visual Analytics for Epidemiology

  2019cites this paper
• Geollery: A Mixed Reality Social Media Platform

  2019cites this paper
• Visual Analysis of Predictive Policing to Improve Crime Investigation

  2019cites this paper
• Visualization

  2019cites this paper
• Crime Exposure Along My Way Home: Estimating Crime Risk Along Personal Trajectory by Visual Analytics

  2019cites this paper
• Visual Analytics: A Comprehensive Overview

  2019cites this paper
• Phoenixmap: An Abstract Approach to Visualize 2D Spatial Distributions

  2019cites this paper
• Visual Analytics of Anomalous User Behaviors: A Survey

  2019cites this paper
• Motion of animated streamlets appears to surpass their graphical alterations in human visual detection of vector field maxima

  2019cites this paper
• Visual Analytic Tools and Techniques in Population Health and Health Services Research: Protocol for a Scoping Review

  2019cites this paper
• GLoG: Laplacian of Gaussian for Spatial Pattern Detection in Spatio-Temporal Data

  2019cites this paper
• Understanding the spatial distribution of crime in hot crime areas

  2019cites this paper
• Visual analytics for spatiotemporal events

  2019cites this paper
• Discovering Crime Trends and Patterns Using Three-Dimensional Visual Analytics

  2019cites this paper
• Geovisual Analytics of Spatio-Temporal Earthquake Data in Indonesia

  2019cites this paper
• Transparency in Interactive Feature-based Machine Learning: Challenges and Solutions

  2018cites this paper
• Towards Crime Forecasting Using Deep Learning

  2018cites this paper
• Visual Analytics of Spatio-Temporal Event Predictions : Investigating Causes for Urban Heat Islands

  2018cites this paper
• A Spatio-Temporal Kernel Density Estimation Framework for Predictive Crime Hotspot Mapping and Evaluation

  2018cites this paper
• THE PURDUE UNIVERSITY GRADUATE SCHOOL STATEMENT OF THESIS APPROVAL

  2018cites this paper
• Spatiotemporal Visualization Literature Review

  2018influential citation
• Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information

  2018cites this paper
• Multimodal Visual Analysis of Vector-Borne Infectious Diseases

  2018cites this paper
• Cluster Detection Mechanisms for Syndromic Surveillance Systems: Systematic Review and Framework Development

  2018cites this paper
• GeoSparkViz: a scalable geospatial data visualization framework in the apache spark ecosystem

  2018cites this paper
• polimaps: Supporting Predictive Policing with Visual Analytics

  2018cites this paper
• Full Meta Object profiling for flexible geoprocessing workflows

  2018cites this paper
• Enabling Standard Geospatial Capabilities in Spark for the Efficient Processing of Geospatial Big Data

  2018cites this paper
• Visualising Hidden Spatiotemporal Patterns at Multiple Levels of Detail

  2018cites this paper
• Fusing Multimedia Data Into Dynamic Virtual Environments

  2018cites this paper
• GEO-VISUALISATION AND VISUAL ANALYTICS FOR SMART CITIES: A SURVEY

  2018cites this paper
• Requirements for Reproducibility of Research in Situational and Spatio-Temporal Visualization : Position Paper

  2018cites this paper
• Graph signal processing for visual analysis and data exploration

  2018cites this paper
• Sketching mental maps of urban spaces for the visual analysis of spatial data

  2018influential citation
• Decision Making and Logistics in Dynamic Networked Situations

  2017cites this paper
• Elaboration d'un moteur de traitement des données spatiales massives vectorielles optimisant l'indexation spatiale

  2017cites this paper
• First Place : Cloud-Based Visual Analysis of Motor-Vehicle Collisions in New York City in the Period 2012-2017

  2017cites this paper
• Visual analytics of human mobility behavior

  2017cites this paper
• Spatial visualization approach for detecting criminal hotspots: An analysis of total cognizable crimes in the state of Haryana

  2017cites this paper
• Nodes, Paths, and Edges: Using Mental Maps to Augment Crime Data Analysis in Urban Spaces

  2017cites this paper
• Enhancing Exploratory Analysis across Multiple Levels of Detail of Spatiotemporal Events

  2017influential citation
• Visualizing the Relationship Between Human Mobility and Points of Interest

  2017cites this paper
• Towards a product design assessment of visual analytics in decision support applications: a systematic review

  2017cites this paper
• User-Centered Evaluation of Visual Analytics

  2017cites this paper
• HotSketch: Drawing Police Patrol Routes among Spatiotemporal Crime Hotspots

  2017cites this paper
• Data Visualization, A Survey

  2017cites this paper
• Space-Time Kernel Density Estimation for Real-Time Interactive Visual Analytics

  2017cites this paper
• The First Data Science Challenge at BTW 2017

  2017cites this paper
• Conceptual design framework for information visualization to support multidimensional datasets in higher education institutions

  2016cites this paper
• Healthcare Data Visualization: Geospatial and Temporal Integration

  2016cites this paper
• Urban Pulse: Capturing the Rhythm of Cities

  2016cites this paper
• ID-Viewer: a visual analytics architecture for infectious diseases surveillance and response management in Pakistan.

  2016cites this paper
• HadoopViz: A MapReduce framework for extensible visualization of big spatial data

  2016cites this paper
• Enhancing Exploratory Analysis by Summarizing Spatiotemporal Events Across Multiple Levels of Detail

  2016cites this paper
• Visual Analytics for Persistent Scatterer Interferometry: First Steps and Future Challenges

  2016cites this paper
• Spatiotemporal Data Visualization using Gravity Model

  2016cites this paper
• Visual analytics of location-based social networks for decision support

  2016cites this paper
• Detecting hotspots of urban residents’ behaviours based on spatio-temporal clustering techniques

  2016cites this paper