ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
VISA: visual subspace clustering analysis
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
DataMeadow: a visual canvas for analysis of large-scale multivariate data
Information Visualization - Special issue on visual analytics science and technology
Visual Data Mining: An Introduction and Overview
Visual Data Mining
Mining Patterns for Visual Interpretation in a Multiple-Views Environment
Visual Data Mining
Visual Analytics: Combining Automated Discovery with Interactive Visualizations
DS '08 Proceedings of the 11th International Conference on Discovery Science
Visual analysis of documents with semantic graphs
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
Visual data mining of multimedia data for social and behavioral studies
Information Visualization
A PROMISE for experimental evaluation
CLEF'10 Proceedings of the 2010 international conference on Multilingual and multimodal information access evaluation: cross-language evaluation forum
A chorem-based approach for visually analyzing spatial data
Journal of Visual Languages and Computing
Visual analytics for stochastic simulation in cell biology
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
A discussion on visual interactive data exploration using self-organizing maps
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part IV
Interactive Dynamics for Visual Analysis
Queue - Micoprocessors
Many-objective de Novo water supply portfolio planning under deep uncertainty
Environmental Modelling & Software
Content-based layouts for exploratory metadata search in scientific research data
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
A multimedia analytics framework for browsing image collections in digital forensics
Proceedings of the 20th ACM international conference on Multimedia
DIRECTions: design and specification of an IR evaluation infrastructure
CLEF'12 Proceedings of the Third international conference on Information Access Evaluation: multilinguality, multimodality, and visual analytics
Brushing moments in interactive visual analysis
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Human-computer interaction in evolutionary visual software analytics
Computers in Human Behavior
Many objective robust decision making for complex environmental systems undergoing change
Environmental Modelling & Software
Incremental user-interface development for interactive multiobjective optimization
Expert Systems with Applications: An International Journal
Visual analytics and information retrieval
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
Visual Analysis of Dynamic Networks Using Change Centrality
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
CommunityCompare: visually comparing communities for online community leaders in the enterprise
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Representing Multidimensional Cancer Registry Data
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
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In today's applications data is produced at unprecedented rates. While the capacity to collect and store new data grows rapidly, the ability to analyze these data volumes increases at much lower pace. This gap leads to new challenges in the analysis process, since analysts, decision makers, engineers, or emergency response teams depend on information "concealed" in the data. The emerging field of visual analytics focuses on handling massive, heterogenous, and dynamic volumes of information through integration of human judgement by means of visual representations and interaction techniques in the analysis process. Furthermore, it is the combination of related research areas including visualization, data mining, and statistics that turns visual analytics into a promising field of research. This paper aims at providing an overview of visual analytics, its scope and concepts, and details the most important technical research challenges in the field.