The visual display of quantitative information
The visual display of quantitative information
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
A Technique for Drawing Directed Graphs
IEEE Transactions on Software Engineering
Fast visualization methods for comparing dynamics: a case study in combustion
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Finding surprising patterns in a time series database in linear time and space
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Generating English summaries of time series data using the Gricean maxims
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Visually mining and monitoring massive time series
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 35th conference on Winter simulation: driving innovation
Proceedings of the 35th conference on Winter simulation: driving innovation
Visualizing and discovering non-trivial patterns in large time series databases
Information Visualization
Exploratory visualization of array-based comparative genomic hybridization
Information Visualization - Special issue: Bioinformatics visualization
Composant logiciel vs physique pour interagir avec un espace de valeurs temporelles
IHM 2004 Proceedings of the 16th conference on Association Francophone d'Interaction Homme-Machine
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Computers and Graphics
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IEEE Transactions on Visualization and Computer Graphics
Kaleidomaps: a new technique for the visualization of multivariate time-series data
Information Visualization
LiveRAC: interactive visual exploration of system management time-series data
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Scable and interactive visual analysis of financal wire transactions for fraud detection
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Bayesian mixture of autoregressive models
Computational Statistics & Data Analysis
DataJewel: Integrating Visualization with Temporal Data Mining
Visual Data Mining
Process and Pitfalls in Writing Information Visualization Research Papers
Information Visualization
Stock time series visualization based on data point importance
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A framework for visualization and exploration of events
Information Visualization
Extension de DataTube pour la fouille visuelle de données temporelles
Proceedings of the 20th International Conference of the Association Francophone d'Interaction Homme-Machine
Efficient discovery of unusual patterns in time series
New Generation Computing
Towards the Big Picture: Enriching 3D Models with Information Visualisation and Vice Versa
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Historical GIS and Visualization
Social Science Computer Review
A temporal focus + context visualization model for handling valid-time spatial information
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Visual data mining of multimedia data for social and behavioral studies
Information Visualization
Clustering of time series data-a survey
Pattern Recognition
Motif detection inspired by immune memory
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
A framework for time-series analysis
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Event line view: interactive visual analysis of irregular time-dependent data
SG'10 Proceedings of the 10th international conference on Smart graphics
A review on time series data mining
Engineering Applications of Artificial Intelligence
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Conference Internationale Francophone sur I'Interaction Homme-Machine
KronoMiner: using multi-foci navigation for the visual exploration of time-series data
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Finding semantics in time series
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Social trend tracking by time series based social tagging clustering
Expert Systems with Applications: An International Journal
Analytical, visual and interactive concepts for geo-visual analytics
Journal of Visual Languages and Computing
Building a front end for a sensor data cloud
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
Software and Systems Modeling (SoSyM)
Representing unevenly-spaced time series data for visualization and interactive exploration
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
Using metadata to improve experiment reliability in shared environments
TMA'12 Proceedings of the 4th international conference on Traffic Monitoring and Analysis
Change-Link: a digital forensic tool for visualizing changes to directory trees
Proceedings of the Ninth International Symposium on Visualization for Cyber Security
A spectral visualization system for analyzing financial time series data
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
A multimedia analytics framework for browsing image collections in digital forensics
Proceedings of the 20th ACM international conference on Multimedia
Timeseer: detecting interesting distributions in multiple time series data
Proceedings of the 5th International Symposium on Visual Information Communication and Interaction
Density displays for data stream monitoring
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
Semi-automatic time-series transfer functions via temporal clustering and sequencing
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Visual analysis of brain activity from fMRI data
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Visual exploration of time-series data with shape space projections
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Interactive visual analysis of temporal cluster structures
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Proceedings of the Winter Simulation Conference
Robust kernelized approach to clustering by incorporating new distance measure
Engineering Applications of Artificial Intelligence
Time series visualization based on shape features
Knowledge-Based Systems
Evaluation of alternative glyph designs for time series data in a small multiple setting
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Visualization Approach for Cross-level Exploration of Spatiotemporal Data
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Change-link 2.0: a digital forensic tool for visualizing changes to shadow volume data
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A new method is presented to get insight into univariate time series data. The problem addressed here is how to identify patterns and trends on multiple time scales (days, weeks, seasons) simultaneously. The solution presented is to cluster similar daily data patterns, and to visualize the average patterns as graphs and the corresponding days on a calendar. This presentation provides a quick insight into both standard and exceptional patterns. Furthermore, it is well suited to interactive exploration. Two applications, numbers of employees present and energy consumption, are presented.