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List of works by Natalia Andrienko

A General Framework for Using Aggregation in Visual Exploration of Movement Data

article by Gennady Andrienko & Natalia Andrienko published January 2010 in Cartographic Journal

A Visual Analytics Approach to Exploration of Large Amounts of Movement Data

A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data

article

A conceptual framework and taxonomy of techniques for analyzing movement

scholarly article published in 2011

A conceptual framework for developing dashboards for big mobility data

scientific article published on 11 April 2023

A conceptual framework for studying collective reactions to events in location-based social media

scientific article published on 18 November 2018

A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage

article published in 2010

A visual analytics framework for spatio-temporal analysis and modelling

An Interactive Approach for Exploration of Flows Through Direction-Based Filtering

An event-based conceptual model for context-aware movement analysis

article

Analysing the spatial dimension of eye movement data using a visual analytic approach

Analysis of Flight Variability: a Systematic Approach

scientific article published on 20 August 2018

Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos)

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos)

Analysis of mobility behaviors in geographic and semantic spaces

article

Analytical workflow of monitoring human mobility in big event settings using Bluetooth

article

Basic Concepts of Movement Data

scholarly article published 2008

Blending Aggregation and Selection: Adapting Parallel Coordinates for the Visualization of Large Datasets

scholarly article by Gennady Andrienko & Natalia Andrienko published June 2005 in Cartographic Journal

COPE: Interactive Exploration of Co-Occurrence Patterns in Spatial Time Series

scientific article published on 29 June 2018

Challenging problems of geospatial visual analytics

scholarly article

Clustering Trajectories by Relevant Parts for Air Traffic Analysis

scientific article published on 29 August 2017

Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams

scientific article published on 30 October 2020

Composite density maps for multivariate trajectories.

scientific article published in December 2011

Constructing Spaces and Times for Tactical Analysis in Football

scientific article published on 08 November 2019

Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football

Creating Instruments for Ideation

Data Characterization Schema for Intelligent Support in Visual Data Analysis

Designing Visual Analytics Methods for Massive Collections of Movement Data

Detecting and tracking dynamic clusters of spatial events

Detection, tracking, and visualization of spatial event clusters for real time monitoring

scholarly article published October 2015

Discovering Landmark Preferences and Movement Patterns from Photo Postings

Discovering bits of place histories from people's activity traces

article published in 2010

Editorial – GeoVisualization and the Digital City

Evacuation trace Mini Challenge award: Tool integration analysis of movements with Geospatial Visual Analytics Toolkit

Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections

Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic

Exploratory Analysis of Spatial Data Using Interactive Maps and Data Mining

article by Natalia Andrienko et al published January 2001 in Cartography and Geographic Information Science

Exploratory spatio-temporal visualization: an analytical review

article

Exploring Changes in Census Time Series with Interactive Dynamic Maps and Graphics

Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures

Exploring spatial data with dominant attribute map and parallel coordinates

article by Gennady Andrienko & Natalia Andrienko published January 2001 in Computers, Environment and Urban Systems

Exploring spatiotemporal patterns by integrating visual analytics with a moving objects database system

scholarly article published 2011

Extracting Events from Spatial Time Series

Extraction and Visually Driven Analysis of VGI for Understanding People’s Behavior in Relation to Multifaceted Context

From movement tracks through events to places: Extracting and characterizing significant places from mobility data

article

GeoVA(t) – Geospatial Visual Analytics: Focus on Time

GeoVA(t) – Geospatial visual analytics: focus on time

GeoVisual analytics, time to focus on time

scholarly article published in 2014

GeoVisual analytics: interactivity, dynamics, and scale

article

Geovisual analysis of VGI for understanding people's behaviour in relation to multifaceted context

scientific article published on 15 July 2019

Geovisual analytics for spatial decision support: Setting the research agenda

scholarly article published in 2007

Geovisual analytics for spatial decision support: Setting the research agenda

journal article from 'International journal of geographical information science' published in 2007

Geovisualization of Dynamics, Movement and Change: Key Issues and Developing Approaches in Visualization Research

article

Guide Me in Analysis: A Framework for Guidance Designers

scientific article published on 16 May 2020

Identifying Place Histories from Activity Traces with an Eye to Parameter Impact

scientific article

Impact of Data and Task Characteristics on Design of Spatio-Temporal Data Visualization Tools

Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets

Interactive visual clustering of large collections of trajectories

Knowledge-Based Visualization to Support Spatial Data Mining

scholarly article by Gennady Andrienko & Natalia Andrienko published 1999 in Lecture Notes in Computer Science

LDA Ensembles for Interactive Exploration and Categorization of Behaviors

scientific article published on 08 March 2019

Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics

article published in 2016

Map-centred exploratory approach to multiple criteria spatial decision making

article by Piotr Jankowski et al published March 2001 in International Journal of Geographical Information Science

Mobility Data Science: Perspectives and Challenges

scientific article published on 7 May 2024

MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering

scientific article published on January 2016

Movement data anonymity through generalization

scholarly article

Multi-perspective Analysis of Mobile Phone Call Data Records: A Visual Analytics Approach

Novel Method to Measure Inference Affordance in Static Small-Multiple Map Displays Representing Dynamic Processes

article by Sara Irina Fabrikant et al published August 2008 in Cartographic Journal

Opening up the “black box” of medical image segmentation with statistical shape models

scholarly article by Tatiana von Landesberger et al published 6 June 2013 in The Visual Computer

Overview with details for exploring geo-located graphs on maps

Privacy-Preserving Distributed Movement Data Aggregation

Reactions to geovisualization: an experience from a European project

Real Time Detection and Tracking of Spatial Event Clusters

Representation and its Relationship with Cartographic Visualization

scholarly article by David Fairbairn et al published January 2001 in Cartography and Geographic Information Science

Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data

scientific article

Scalable analysis of movement data for extracting and exploring significant places.

scientific article

Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time

scientific article published on 20 November 2018

SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories

scientific article published on January 2015

Space Transformation for Understanding Group Movement

article published in 2013

Space, time and visual analytics

Spatial generalization and aggregation of massive movement data

scientific article

Special Issue: Geospatial Visual Analytics

Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling

scientific article published on 21 December 2018

Testing the Usability of Interactive Maps in CommonGIS

Thematic Patterns in Georeferenced Tweets through Space-Time Visual Analytics

Toward flexible visual analytics augmented through smooth display transitions

scientific article published in September 2021

Tracing the German centennial flood in the stream of tweets

article

Understanding User Behaviour through Action Sequences: From the Usual to the Unusual

scientific article published on 25 July 2018

Understanding movement data quality

scholarly article by Gennady Andrienko et al published 2 January 2016 in Journal of Location Based Services

Using Bluetooth to track mobility patterns

article

VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics

scientific article published on 20 August 2019

Visual Analytics Approach to User-Controlled Evacuation Scheduling

Visual Analytics Approach to User-Controlled Evacuation Scheduling

Visual Analytics Methodology for Scalable and Privacy-Respectful Discovery of Place Semantics from Episodic Mobility Data

article

Visual Analytics Methods for Movement Data

scholarly article

Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions

article

Visual Analytics of Movement

Visual analysis of pressure in football

Visual analytics methods for categoric spatio-temporal data

Visual analytics of movement: An overview of methods, tools and procedures

Visualization Summit 2007: Ten Research Goals for 2010

scholarly article by Remo Aslak Burkhard et al published September 2007 in Information Visualization

Visualization Support to Interactive Cluster Analysis

scholarly article by Gennady Andrienko & Natalia Andrienko published 2015 in Lecture Notes in Computer Science

Visually driven analysis of movement data by progressive clustering

article

Visually exploring movement data via similarity-based analysis

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