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» Parallel Learning of Large Fuzzy Cognitive Maps
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KBS
2007
106views more  KBS 2007»
13 years 5 months ago
A cognitive approach for agent-based personalized recommendation
There is an increasing need for various e-service, e-commerce and e-business sites to provide personalized recommendations to on-line customers. This paper proposes a new type of ...
Chunyan Miao, Qiang Yang, Haijing Fang, Angela Goh
MICAI
2005
Springer
13 years 10 months ago
Knowledge and Reasoning Supported by Cognitive Maps
A powerful and useful approach for modeling knowledge and qualitative reasoning is the Cognitive Map. The background of Cognitive Maps is the research about learning environments c...
Alejandro Peña Ayala, Humberto Sossa, Agust...
SKG
2005
IEEE
13 years 11 months ago
The Reasoning Mechanism of Fuzzy Cognitive Maps
: Fuzzy Cognitive Maps (FCMs) can represent and reason causal knowledge with stronger semantics. And the causal knowledge widely exists in Knowledge Grid. To provide information se...
Xiang-Feng Luo, Er-Lin Yao
GCC
2005
Springer
13 years 10 months ago
Using Fuzzy Cognitive Map to Effectively Classify E-Documents and Application
In the current Web, e-document has been the most common vehicle for delivering and exchanging information. As the amount of e-documents has grown enormously, effective classificati...
Jianzeng Wang, Yunpeng Xing, Peng Shi, Fei Guo, Zh...
TFS
2008
123views more  TFS 2008»
13 years 5 months ago
Numerical and Linguistic Prediction of Time Series With the Use of Fuzzy Cognitive Maps
Abstract--In this paper, we introduce a novel approach to timeseries prediction realized both at the linguistic and numerical level. It exploits fuzzy cognitive maps (FCMs) along w...
Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz