Visual Data Mining: An Introduction and Overview / Simeon J. Simoff ; Michael H. Bohlen ; Arturas Mazeika |
Theory and Methodologies / Part 1: |
The 3DVDM Approach: A Case Study with Clickstream Data / Linas Bukauskas ; Peer Mylov |
Form-Semantics-Function - A Framework for Designing Visual Data Representations for Visual Data Mining |
A Methodology for Exploring Assocation Models / Alipio Jorge ; Joao Pocas ; Paulo J. Azevedo |
Visual Exploration of Frequent Itemsets and Association Rules / Li Yang |
Visual Analytics: Scope and Challenges / Daniel A. Keim ; Florian Mansmann ; Jorn Schneidewind ; Jim Thomas ; Hartmut Ziegler |
Techniques / Part 2: |
Using Nested Surfaces for Visual Detection of Structures in Databases |
Visual Mining of Association Rules / Dario Bruzzese ; Cristina Davino |
Interactive Decision Tree Construction for Interval and Taxonomical Data / Francois Poulet ; Thanh-Nghi Do |
Visual Methods for Examining SVM Classifiers / Doina Caragea ; Dianne Cook ; Hadley Wickham ; Vasant Honavar |
Text Visualization for Visual Text Analytics / John Risch ; Anne Kao ; Stephen R. Poteet ; Y.-J. Jason Wu |
Visual Discovery of Network Patterns of Interaction between Attributes / John Galloway |
Mining Patterns for Visual Interpretation in a Multiple-Views Environment / Jose F. Rodrigues Jr. ; Agma J.M. Traina ; Caetano Traina Jr. |
Using 2D Hierarchical Heavy Hitters to Investigate Binary Relationships / Daniel Trivellato |
Complementing Visual Data Mining with the Sound Dimension: Sonification of Time Dependent Data / Monique Noirhomme-Fraiture ; Olivier Scholler ; Christophe Demoulin |
Context Visualization for Visual Data Mining / Mao Lin Huang ; Quang Vinh Nguyen |
Assisting Human Cognition in Visual Data Mining |
Tools and Applications / Part 3: |
Immersive Visual Data Mining: The 3DVDM Approach / Henrik R. Nagel ; Erik Granum ; Soren Bovjerg ; Michael Vittrup |
DataJewel: Integrating Visualization with Temporal Data Mining / Mihael Ankerst ; Rodney Tjoelker ; Changzhou Wang |
A Visual Data Mining Environment / Stephen Kimani ; Tiziana Catarci ; Giuseppe Santucci |
Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia / Paul J. Kennedy ; Daniel R. Catchpoole ; David B. Skillicorn ; Franco Ubaudi ; Ahmad Al-Oqaily |
Towards Effective Visual Data Mining with Cooperative Approaches |
Author Index |
Visual Data Mining: An Introduction and Overview / Simeon J. Simoff ; Michael H. Bohlen ; Arturas Mazeika |
Theory and Methodologies / Part 1: |
The 3DVDM Approach: A Case Study with Clickstream Data / Linas Bukauskas ; Peer Mylov |
Form-Semantics-Function - A Framework for Designing Visual Data Representations for Visual Data Mining |
A Methodology for Exploring Assocation Models / Alipio Jorge ; Joao Pocas ; Paulo J. Azevedo |
Visual Exploration of Frequent Itemsets and Association Rules / Li Yang |