Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
KQML as an agent communication language
Software agents
Papyrus: a system for data mining over local and wide area clusters and super-clusters
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Distributed and parallel knowledge discovery (workshop session) (title only)
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Information agent technology for the Internet: a survey
Data & Knowledge Engineering - Special issue on heterogeneous information resources need semantic access
A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Emergence of agent-based referral networks
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
Incremental maintenance of multi-source views
ADC '01 Proceedings of the 12th Australasian database conference
Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining
Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining
Learning Situation-Specific Coordination in Cooperative Multi-agent Systems
Autonomous Agents and Multi-Agent Systems
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Intelligent Agents: The Key Concepts
Proceedings of the 9th ECCAI-ACAI/EASSS 2001, AEMAS 2001, HoloMAS 2001 on Multi-Agent-Systems and Applications II-Selected Revised Papers
Framework of a Multi-agent KDD System
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Adaptive Choice of Information Sources (Extended Abstract)
CIA '98 Proceedings of the Second International Workshop on Cooperative Information Agents II, Learning, Mobility and Electronic Commerce for Information Discovery on the Internet
The inference problem: a survey
ACM SIGKDD Explorations Newsletter
Tools for privacy preserving distributed data mining
ACM SIGKDD Explorations Newsletter
Disseminating Mobile Agents for Distributed Information Filtering
ASAMA '99 Proceedings of the First International Symposium on Agent Systems and Applications Third International Symposium on Mobile Agents
The Role of Agents in Distributed Data Mining: Issues and Benefits
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Privacy-preserving Distributed Clustering using Generative Models
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Brain Meets Brawn: Why Grid and Agents Need Each Other
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Distributed clustering based on sampling local density estimates
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
An agent-based approach for trustworthy service location
AP2PC'02 Proceedings of the 1st international conference on Agents and peer-to-peer computing
AP2PC'03 Proceedings of the Second international conference on Agents and Peer-to-Peer Computing
Knowledge reuse for software reuse
Web Intelligence and Agent Systems
Distributed data clustering in multi-dimensional peer-to-peer networks
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Best clustering configuration metrics: towards multiagent based clustering
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Specialization in i* strategic rationale diagrams
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Peer-to-peer data mining classifiers for decentralized detection of network attacks
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
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A growing number of applications in distributed environment involve very large data sets that are inherently distributed among a large number of autonomous sources over a network. The demand to extend data mining technology to such distributed data sets has motivated the development of several approaches to distributed data mining and knowledge discovery, of which only a few make use of agents. We briefly review existing approaches and argue for the potential added value of using agent technology in the domain of knowledge discovery, discussing both issues and benefits. We also propose an approach to distributed data clustering, outline its agent-oriented implementation, and examine potential privacy violating attacks which agents may incur.