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SGAI
2007
Springer
14 years 5 months ago
Metrics for Mining Multisets
Abstract. We propose a new class of distance measures (metrics) designed for multisets, both of which are a recurrent theme in many data mining applications. One particular instanc...
Walter A. Kosters, Jeroen F. J. Laros
SGAI
2007
Springer
14 years 5 months ago
Merging Intelligent Agency and the Semantic Web
John K. Debenham, Carles Sierra
SGAI
2007
Springer
14 years 5 months ago
Dynamic Rule Mining for Argumentation Based Systems
Argumentation has proved to be a very influential reasoning mechanism particularly in the context of multi agent systems. In this paper we introduce PADUA (Protocol for Argumenta...
Maya Wardeh, Trevor J. M. Bench-Capon, Frans Coene...
SGAI
2007
Springer
14 years 5 months ago
Extending Jess to Handle Uncertainty
Computer scientists are often faced with the challenge of having to model the world and its associated uncertainties. One area in particular where modelling uncertainty is importa...
David Corsar, Derek H. Sleeman, Anne McKenzie
SGAI
2007
Springer
14 years 5 months ago
An Ambient Intelligence Application Integrating Agent and Service-Oriented Technologies
This paper presents an agent-based approach into a more general service oriented architecture for addressing the requirements of accessibility content and services in an ambient i...
Nikolaos I. Spanoudakis, Pavlos Moraitis
SGAI
2007
Springer
14 years 5 months ago
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
Simon J. Haggett, Dominique F. Chu, Ian W. Marshal...
SGAI
2007
Springer
14 years 5 months ago
Supporting Temporal Information in Medical Care Planning
The problems associated with planning and managing patient treatment through complex care settings are significant. It has long been realised that support tools are invaluable in ...
Kirsty Bradbrook, Graham Winstanley
SGAI
2007
Springer
14 years 5 months ago
Towards a Computationally Efficient Approach to Modular Classification Rule Induction
Induction of classification rules is one of the most important technologies in data mining. Most of the work in this field has concentrated on the Top Down Induction of Decision T...
Frederic T. Stahl, Max Bramer
SGAI
2007
Springer
14 years 5 months ago
Frequent Set Meta Mining: Towards Multi-Agent Data Mining
In this paper we describe the concept of Meta ARM in the context of its objectives and challenges and go on to describe and analyse a number of potential solutions. Meta ARM is de...
Kamal Ali Albashiri, Frans Coenen, Robert Sanderso...