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DBWORKSHOPS
1992
8 years 5 months ago
An Incremental Concept Formation Approach for Learning from Databases
Godin, R. and R. Missaoui, An incremental concept formation approach for learning from databases, Theoretical Computer Science 133 (1994) 3533385. This paper describes a concept f...
Rokia Missaoui, Robert Godin
ICPR
2008
IEEE
9 years 5 months ago
Incremental learning in non-stationary environments with concept drift using a multiple classifier based approach
We outline an incremental learning algorithm designed for nonstationary environments where the underlying data distribution changes over time. With each dataset drawn from a new e...
Matthew T. Karnick, Michael Muhlbaier, Robi Polika...
KBS
1998
122views more  KBS 1998»
8 years 4 months ago
Concept formation in design
: This paper presents a computationally tractable view on where simple design concepts come from by proposing a paradigm for the formation of design concepts based on the emergence...
John S. Gero
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
8 years 4 months ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang
AIED
2015
Springer
3 years 7 days ago
Discovering Knowledge Models in an Open-ended Educational Game using Concept Formation
Developing models of the knowledge and skills being exercised in a task is an important component of the design of any instructional environment. Developing these models is a labor...
Erik Harpstead, Christopher J. MacLellan, Vincent ...
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