The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
Worlds within worlds: metaphors for exploring n-dimensional virtual worlds
UIST '90 Proceedings of the 3rd annual ACM SIGGRAPH symposium on User interface software and technology
C4.5: programs for machine learning
C4.5: programs for machine learning
Shoring up persistent applications
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
PVM: Parallel virtual machine: a users' guide and tutorial for networked parallel computing
PVM: Parallel virtual machine: a users' guide and tutorial for networked parallel computing
From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
Adding type parameterization to the Java language
Proceedings of the 12th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Parasitic methods: an implementation of multi-methods for Java
Proceedings of the 12th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Finite element thin plate splines for data mining applications
Proceedings of the international conference on Mathematical methods for curves and surfaces II Lillehammer, 1997
Fast Evaluation of Radial Basis Functions: Moment-Based Methods
SIAM Journal on Scientific Computing
A parallel solver for generalised additive models
Computational Statistics & Data Analysis - Special issue on parallel processing and statistics
Direct optimization of margins improves generalization in combined classifiers
Proceedings of the 1998 conference on Advances in neural information processing systems II
Fast portable orthogonally persistent Java
Software—Practice & Experience - Persistent object systems
Visualizing Data
Bump hunting in high-dimensional data
Statistics and Computing
Isoefficiency: Measuring the Scalability of Parallel Algorithms and Architectures
IEEE Parallel & Distributed Technology: Systems & Technology
Orthogonally persistent object systems
The VLDB Journal — The International Journal on Very Large Data Bases - Persistent object systems
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
Mining the Knowledge Mine: The Hot Spots Methodology for Mining Large Real World Databases
AI '97 Proceedings of the 10th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Evolutionary Hot Spots Data Mining - An Architecture for Exploring for Interesting Discoveries
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Poor Man's Genericity for Java
ECOOP '98 Workshop ion on Object-Oriented Technology
A High Performance Implementation of the Data Space Transfer Protocol (DSTP)
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Optimizing the Read and Write Barriers for Orthogonal Persistence
Proceedings of the 8th International Workshop on Persistent Object Systems (POS8) and Proceedings of the 3rd International Workshop on Persistence and Java (PJW3): Advances in Persistent Object Systems
Proceedings of the 8th International Workshop on Persistent Object Systems (POS8) and Proceedings of the 3rd International Workshop on Persistence and Java (PJW3): Advances in Persistent Object Systems
The Transactional Object Cache: A Foundation for High Performance Persistent System Construction
Proceedings of the 8th International Workshop on Persistent Object Systems (POS8) and Proceedings of the 3rd International Workshop on Persistence and Java (PJW3): Advances in Persistent Object Systems
Providing Persistence on Small Machines
Proceedings of the 8th International Workshop on Persistent Object Systems (POS8) and Proceedings of the 3rd International Workshop on Persistence and Java (PJW3): Advances in Persistent Object Systems
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
VIS '91 Proceedings of the 2nd conference on Visualization '91
A Requirements Analysis for Parallel KDD Systems
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
Outlier Detection Using Replicator Neural Networks
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
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Data Mining draws on many technologies to deliver novel and actionable discoveries from very large collections of data. The Australian Government's Cooperative Research Centre for Advanced Computational Systems (ACSys) is a link between industry and research focusing on the deployment of high performance computers for data mining. We present an overview of the work of the ACSys Data Mining projects where the use of large-scale, high performance computers plays a key role. We highlight the use of large-scale computing within three complimentary areas: the development of parallel algorithms for data analysis, the deployment of virtual environments for data mining, and issues in data management for data mining. We also introduce the Data Miner's Arcade which provides simple abstractions to integrate these components providing high performance data access for a variety of data mining tools communicating through XML.