The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Algorithms for clustering data
Algorithms for clustering data
A theory of incremental computation and its application
POPL '91 Proceedings of the 18th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
The perspective wall: detail and context smoothly integrated
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Information retrieval
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Finding interesting rules from large sets of discovered association rules
CIKM '94 Proceedings of the third international conference on Information and knowledge management
Communications of the ACM
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Dynamic itemset counting and implication rules for market basket data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Human-computer interaction (2nd ed.)
Human-computer interaction (2nd ed.)
OPTICS: ordering points to identify the clustering structure
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Clustering methods for large databases: from the past to the future
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Using a knowledge cache for interactive discovery of association rules
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A theory of stimulus-response compatibility applied to human-computer interaction
CHI '85 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Human-guided simple search: combining information visualization and heuristic search
Proceedings of the 1999 workshop on new paradigms in information visualization and manipulation in conjunction with the eighth ACM internation conference on Information and knowledge management
Visualizing association rules with interactive mosaic plots
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
n23tool: a tool for exploring large relational datasets through 3D dynamic projections
Proceedings of the ninth international conference on Information and knowledge management
Data mining: concepts and techniques
Data mining: concepts and techniques
H-BLOB: a hierarchical visual clustering method using implicit surfaces
Proceedings of the conference on Visualization '00
Clustering Algorithms
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications
Data Mining and Knowledge Discovery
Extending Distortion Viewing from 2D to 3D
IEEE Computer Graphics and Applications
HD-Eye: Visual Mining of High-Dimensional Data
IEEE Computer Graphics and Applications
Discovery Visualization Using Fast Clustering
IEEE Computer Graphics and Applications
What Makes Patterns Interesting in Knowledge Discovery Systems
IEEE Transactions on Knowledge and Data Engineering
Spatial Clustering in the Presence of Obstacles
Proceedings of the 17th International Conference on Data Engineering
WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Sampling Large Databases for Association Rules
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Discovery of Spatial Association Rules in Geographic Information Databases
SSD '95 Proceedings of the 4th International Symposium on Advances in Spatial Databases
An Interactive View for Hierarchical Clustering
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Fast Interactive 3-D Graph Visualization
GD '95 Proceedings of the Symposium on Graph Drawing
A Data Mining Methodology and Its Application to Semi-Automatic Knowledge Acquisition
DEXA '97 Proceedings of the 8th International Workshop on Database and Expert Systems Applications
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Interactive Data Analysis on Numeric-Data
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
Visualizing Informationon a Sphere
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
Visualizing Sequential Patterns for Text Mining
INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
Experiences in building a tool for navigating association rule result sets
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Detecting privacy and ethical sensitivity in data mining results
ACSC '04 Proceedings of the 27th Australasian conference on Computer science - Volume 26
Data mining research for customer relationship management systems: a framework and analysis
International Journal of Business Information Systems
Visual Analytics: Definition, Process, and Challenges
Information Visualization
Finding your way in a multi-dimensional semantic space with luminoso
Proceedings of the 15th international conference on Intelligent user interfaces
Visualizing common sense connections with Luminoso
Proceedings of the first international workshop on Intelligent visual interfaces for text analysis
Effectiveness of implicit rating data on characterizing users in complex information systems
ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Toward the role of interaction in visual analytics
Proceedings of the Winter Simulation Conference
Sequential pattern mining -- approaches and algorithms
ACM Computing Surveys (CSUR)
Exploratory mining over organisational communications data
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
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Knowledge discovery is the process of eliciting interesting knowledge from data repositories. Due to the inability of computers to understand abstract concepts, present mining algorithms do not adequately constrain the generation of rules to those that are of interest to the user. Interactive mining techniques aim to alleviate this problem by involving the user in the mining process, so that the user's understanding of abstract semantic concepts and domain knowledge can guide the discovery process, resulting in accelerated mining with improved results. This chapter presents a discussion of the current state of interactive data mining research.