Multi-agent based classification using argumentation from experience
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Agent-based subspace clustering
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Strategic bidding methodology for electricity markets using adaptive learning
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Bayesian networks to predict data mining algorithm behavior in ubiquitous computing environments
MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
Toward a methodology for agent-based data mining and visualization
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
A multi-agent based approach to clustering: harnessing the power of agents
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Agent enriched distributed association rules mining: a review
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Obtaining an optimal MAS configuration for agent-enhanced mining using constraint optimization
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Towards a numerical, agent-based, behaviour analysis: the case of tourism
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
A comparative study of a financial agent based simulator across learning scenarios
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Agent-based cluster analysis of tropical cyclone tracks in the western north pacific
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Exploiting domain knowledge in making delegation decisions
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Data mining to support human-machine dialogue for autonomous agents
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
An instance-window based classification algorithm for handling gradual concept drifts
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Change point analysis for intelligent agents in city traffic
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Mining frequent agent action patterns for effective multi-agent-based web service composition
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Pricing analysis in online auctions using clustering and regression tree approach
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Opinion formation in the social web: agent-based simulations of opinion convergence and divergence
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
A data-driven approach for resource gathering in real-time strategy games
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Data cloud for distributed data mining via pipelined mapreduce
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Successful efficient and intelligent retrieval using analytic hierarchy process
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
A hybrid system based on multi-agent systems in case of e-weddingthailand
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Actionable knowledge discovery and delivery
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
A framework for Multi-Agent Based Clustering
Autonomous Agents and Multi-Agent Systems
Generalized framework for personalized recommendations in agent networks
Autonomous Agents and Multi-Agent Systems
A brief introduction to agent mining
Autonomous Agents and Multi-Agent Systems
Interaction relationships of caches in agent-based HD video surveillance: Discovery and utilization
Journal of Network and Computer Applications
Utilizing BDI Agents and a Topological Theory for Mining Online Social Networks
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
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Autonomous agents and multiagent systems (or agents) and data mining and knowledge discovery (or data mining) are two of the most active areas in information technology. Ongoing research has revealed a number of intrinsic challenges and problems facing each area, which can't be addressed solely within the confines of the respective discipline. A profound insight of bringing these two communities together has unveiled a tremendous potential for new opportunities and wider applications through the synergy of agents and data mining. With increasing interest in this synergy, agent mining is emerging as a new research field studying the interaction and integration of agents and data mining. In this paper, we give an overall perspective of the driving forces, theoretical underpinnings, main research issues, and application domains of this field, while addressing the state-of-the-art of agent mining research and development. Our review is divided into three key research topics: agent-driven data mining, data mining-driven agents, and joint issues in the synergy of agents and data mining. This new and promising field exhibits a great potential for groundbreaking work from foundational, technological and practical perspectives.