[HTML][HTML] Integrating geovisual analytics with machine learning for human mobility pattern discovery

T Zhang, J Wang, C Cui, Y Li, W He, Y Lu… - … International Journal of …, 2019 - mdpi.com
… We develop an integrated geovisual analytics approach that integrates two advanced
machine learning methods with interactive maps to characterize two types of high-level, complex …

Geovisual analytics and interactive machine learning for situational awareness

M Karimzadeh, LS Snyder, DS Ebert - arXiv preprint arXiv:1910.05441, 2019 - arxiv.org
… -in-the-loop machine learning of relevant posts to each analytical scenario. After Tweets are
… SMART combines advanced statistical modeling, text analytics, machine learning, and novel …

Challenging problems of geospatial visual analytics

G Andrienko, N Andrienko, D Keim… - Journal of Visual …, 2011 - Elsevier
… disciplines, such as statistical analysis and modeling, machine learning and data mining, …
of geovisual analytics. This gives the reader an idea about the scope of the geovisual analytics

Potential of eye-tracking for interactive geovisual exploration aided by machine learning

M Keskin, P Kettunen - International Journal of Cartography, 2023 - Taylor & Francis
… eye-tracking and machine learning methods for application in … geoexploration) and on
machine learning tools for exploring … the use of eye tracking and machine learning to design gaze-…

Geovisual analytics for spatial decision support: Setting the research agenda

G Andrienko, N Andrienko, P Jankowski… - International journal …, 2007 - Taylor & Francis
… in the fields of geovisualization and information visualization, human‐computer interaction,
geographic information science, operations research, data mining and machine learning, …

[HTML][HTML] Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges

M Chen, C Claramunt, A Çöltekin, X Liu, P Peng… - Earth-Science …, 2023 - Elsevier
… made possible by machine learning and artificial intelligence, … a particular focus on data
analytics and visualization, including … intelligence (GeoAI) and geovisual analytics (GeoVA) as …

[HTML][HTML] Exploring descriptions of movement through geovisual analytics

S Pezanowski, P Mitra, AM MacEachren - KN-Journal of Cartography and …, 2022 - Springer
… We present GeoMovement, a system that is based on combining machine learning and
rule-based extraction of movement-related information with state-of-the-art visualization …

[HTML][HTML] Designing geovisual analytics environments and displays with humans in mind

A Çöltekin, S Christophe, A Robinson… - … International Journal of …, 2019 - mdpi.com
… The effort can be viewed as a manual annotation of a training set for a future machine
learning algorithm. Authors document cartographic choices made by newspapers in …

GeoCAM: A geovisual analytics workspace to contextualize and interpret statements about movement

A Jaiswal, S Pezanowski… - Journal of …, 2011 - digitalcommons.library.umaine.edu
… We show that supervised machine learning-based classifiers can identify and categorize
documents as mentioned above with reasonably high accuracy. The results demonstrate that …

Geovisualization and geovisual analytics

U Demšar - The SAGE handbook of spatial analysis, 2009 - torrossa.com
Analytics relevant for geovisualization is Geovisual Analytics, which integrates perspectives
from Visual Analytics … of Visual Analytics are also applicable for Geovisual Analytics and the …