Motion map: image-based retrieval and segmentation of motion data
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
A framework of filtering, clustering and dynamic layout graphs for visualization
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Experimental study on evaluation of multidimensional information visualization techniques
CLIHC '05 Proceedings of the 2005 Latin American conference on Human-computer interaction
Visual data mining using principled projection algorithms and information visualization techniques
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Using observational pilot studies to test and improve lab packages
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
Recognition of emergent human behaviour in a smart home: A data mining approach
Pervasive and Mobile Computing
Visual text mining using association rules
Computers and Graphics
Attribute Blocks: Visualizing Multiple Continuously Defined Attributes
IEEE Computer Graphics and Applications
Media naturalness and compensatory encoding: The burden of electronic media obstacles is on senders
Decision Support Systems
Visual Analysis of the Air Pollution Problem in Hong Kong
IEEE Transactions on Visualization and Computer Graphics
VISA: visual subspace clustering analysis
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Managing discoveries in the visual analytics process
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Business intelligence approach to supporting strategy-making of ISP service management
Expert Systems with Applications: An International Journal
Highlighting space-time patterns: Effective visual encodings for interactive decision-making
International Journal of Geographical Information Science - Geovisual Analytics for Spatial Decision Support
Visual Data Mining: An Introduction and Overview
Visual Data Mining
Context Visualization for Visual Data Mining
Visual Data Mining
A Prediction-Based Visual Approach for Cluster Exploration and Cluster Validation by HOV3
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Artificial Intelligence in Medicine
Visualising the Dynamics of Unfolding Interactions on Mobile Devices
ER '08 Proceedings of the ER 2008 Workshops (CMLSA, ECDM, FP-UML, M2AS, RIGiM, SeCoGIS, WISM) on Advances in Conceptual Modeling: Challenges and Opportunities
Visualization of multi-algorithm clustering for better economic decisions - The case of car pricing
Decision Support Systems
International Journal of Approximate Reasoning
Multiple coordinated views supporting visual analytics
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
VDM-RS: A visual data mining system for exploring and classifying remotely sensed images
Computers & Geosciences
Visual data mining of multimedia data for social and behavioral studies
Information Visualization
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Adaptive Visual Clustering for Mixed-Initiative Information Structuring
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
Enabling customer relationship management in ISP services through mining usage patterns
Expert Systems with Applications: An International Journal
Simulating families of studies to build confidence in defect hypotheses
Information and Software Technology
Engineering Applications of Artificial Intelligence
Visualizing multiple uncertainty sources
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
VISRED: numerical data mining with linear and nonlinear techniques
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Modeling of dynamics using process state projection on the self organizing map
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Estudo e aplicação de métodos de visualização de informações em ambiente de e-learning
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Relevance based visualization of large cancer patient populations
Proceedings of the 1st ACM International Health Informatics Symposium
Visual data mining and discovery in multivariate data using monotone n-D structure
KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Visual exploratory data analysis of traffic volume
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A framework for visualizing association mining results
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I
HOV3: an approach to visual cluster analysis
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Feature-based projections for effective playtrace analysis
Proceedings of the 6th International Conference on Foundations of Digital Games
Situation-Aware adaptive visualization for sensory data stream mining
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
EASE'10 Proceedings of the 14th international conference on Evaluation and Assessment in Software Engineering
A visual analysis approach to validate the selection review of primary studies in systematic reviews
Information and Software Technology
FUAT - A fuzzy clustering analysis tool
Expert Systems with Applications: An International Journal
Structural decomposition trees
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
International Journal of Multimedia Data Engineering & Management
Visualizing complex energy planning objects with inherent flexibilities
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Formal Linked Data Visualization Model
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Visualization of data on unfolded hypercubes
Journal of Visualization
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We survey work on the different uses of graphical mapping and interaction techniques for visual data mining of large data sets represented as table data. Basic terminology related to data mining, data sets, and visualization is introduced. Previous work on information visualization is reviewed in light of different categorizations of techniques and systems. The role of interaction techniques is discussed, in addition to work addressing the question of selecting and evaluating visualization techniques. We review some representative work on the use of information visualization techniques in the context of mining data. This includes both visual data exploration and visually expressing the outcome of specific mining algorithms. We also review recent innovative approaches that attempt to integrate visualization into the DM/KDD process, using it to enhance user interaction and comprehension.