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» Mining competent case bases for case-based reasoning
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ICCBR
2007
Springer
14 years 2 months ago
Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering
In this paper, we compare case-based spam filters, focusing on their resilience to concept drift. In particular, we evaluate how to track concept drift using a case-based spam fi...
Sarah Jane Delany, Derek G. Bridge
SBIA
2000
Springer
14 years 1 days ago
User profiling with Case-Based Reasoning and Bayesian Networks
Agent technology provides many services to users. The tasks in which agents are involved include information filtering, information retrieval, user's tasks automation, browsin...
Silvia N. Schiaffino, Analía Amandi
PAKM
2000
13 years 9 months ago
Case Based Reasoning for Knowledge Management in KDD Projects
In this paper we introduce our departments organizational and technical infrastructure for knowledge-intensive and weak-structured processes: A framework for Knowledge Management ...
Kai Bartlmae, Michael Riemenschneider
AIR
2005
119views more  AIR 2005»
13 years 8 months ago
An Assessment of Case-Based Reasoning for Spam Filtering
Because of the changing nature of spam, a spam filtering system that uses machine learning will need to be dynamic. This suggests that a case-based (memory-based) approach may work...
Sarah Jane Delany, Padraig Cunningham, Lorcan Coyl...
FLAIRS
2004
13 years 10 months ago
Advancements and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development
Case-Based Reasoning (CBR) is a recognised and well established method for building medical systems. In this paper, we identify strengths and weaknesses of CBR in medicine. System...
Markus Nilsson, Mikael Sollenborn