CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing the evolution of Web ecologies
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Guidelines for using multiple views in information visualization
AVI '00 Proceedings of the working conference on Advanced visual interfaces
AVI '00 Proceedings of the working conference on Advanced visual interfaces
Snap-together visualization: can users construct and operate coordinated visualizations?
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
IEEE Transactions on Visualization and Computer Graphics
Designing Pixel-Oriented Visualization Techniques: Theory and Applications
IEEE Transactions on Visualization and Computer Graphics
ThemeRiver: Visualizing Thematic Changes in Large Document Collections
IEEE Transactions on Visualization and Computer Graphics
Tioga-2: A Direct Manipulation Database Visualization Environment
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Visualizing the non-visual: spatial analysis and interaction with information from text documents
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Cluster and Calendar Based Visualization of Time Series Data
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Multiscale Visualization Using Data Cubes "InfoVis 2002 Best Paper"
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
A user interface for coordinating visualizations based on relational schemata: snap-together visualization
A Coordination Model for Exploratory Multi-View Visualization
CMV '03 Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization
Visual feedback in querying large databases
VIS '93 Proceedings of the 4th conference on Visualization '93
Dynamic query tools for time series data sets: timebox widgets for interactive exploration
Information Visualization
Designing Better Maps: A Guide for Gis Users
Designing Better Maps: A Guide for Gis Users
Matrix Zoom: A Visual Interface to Semi-External Graphs
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
SoftVis '05 Proceedings of the 2005 ACM symposium on Software visualization
Constructing and reconstructing the reorderable matrix
Information Visualization
MatrixExplorer: a Dual-Representation System to Explore Social Networks
IEEE Transactions on Visualization and Computer Graphics
WireVis: Visualization of Categorical, Time-Varying Data From Financial Transactions
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
Visual analysis of financial crimes: [system paper]
Proceedings of the International Conference on Advanced Visual Interfaces
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Large financial institutions such as Bank of America handle hundreds of thousands of wire transactions per day. Although most transactions are legitimate, these institutions have legal and financial obligations to discover those that are suspicious. With the methods of fraudulent activities ever changing, searching on predefined patterns is often insufficient in detecting previously undiscovered methods. In this paper, we present a set of coordinated visualizations based on identifying specific keywords within the wire transactions. The different views used in our system depict relationships among keywords and accounts over time. Furthermore, we introduce a search-by-example technique, which extracts accounts that show similar transaction patterns. Our system can be connected to a database to handle millions of transactions and still preserve high interactivity. In collaboration with the Anti-Money Laundering division at Bank of America, we demonstrate that using our tool, investigators are able to detect accounts and transactions that exhibit suspicious behaviors.