By Elpiniki I. Papageorgiou (Ed.),Elpiniki I. Papageorgiou
Fuzzy Cognitive Maps (FCM) represent cognitive versions within the type of fuzzy directed graphs including easy parts: the nodes, which essentially correspond to “concepts” bearing assorted states of activation counting on the data they characterize, and the “edges” denoting the causal results that every resource node routines at the receiving proposal expressed via weights. Weights take values within the period [-1,1], which denotes the confident, detrimental or impartial causal courting among techniques. An FCM may be ordinarily acquired via linguistic phrases, inherent to fuzzy structures, yet with a constitution just like the neural networks, which enables facts processing, and has features for education and adaptation.
During the final 10 years, an exponential progress of released papers in FCMs used to be displaying nice influence power. diverse FCM buildings and studying schemes were built, whereas quite a few reviews file their use in lots of contexts with hugely winning modeling effects.
The goal of this ebook is to fill the prevailing hole within the literature bearing on basics, types, extensions and studying algorithms for FCMs in wisdom engineering. It comprehensively covers the state of the art FCM modeling and studying equipment, with algorithms, codes and software program instruments, and offers a suite of functions that reveal their quite a few usages in technologies and engineering.
Read or Download Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms: 54 (Intelligent Systems Reference Library) PDF
Best ai & semantics books
Contemporary advances within the fields of information illustration, reasoning and human-computer interplay have lead the way for a singular method of treating and dealing with context. the sphere of study offered during this e-book addresses the matter of contextual computing in man made intelligence according to the cutting-edge in wisdom illustration and human-computer interplay.
This ebook is targeted at the improvement of a knowledge integration framework for retrieval of biodiversity details from heterogeneous and dispensed info resources. the information integration procedure proposed during this publication hyperlinks distant databases in a networked atmosphere, helps heterogeneous databases and information codecs, hyperlinks databases hosted on a number of systems, and offers information safety for database proprietors by means of letting them hold and preserve their very own facts and to decide on info to be shared and associated.
This study quantity is a continuation of our prior volumes on clever laptop. it truly is divided into 3 components. half I bargains with mammoth information and ontologies. It contains examples on the topic of the textual content mining, rule mining and ontology. half II is on knowledge-based platforms. It comprises context-centered structures, wisdom discovery, interoperability, consistency and platforms of structures.
This quantity is an initiative undertaken by way of the IEEE Computational Intelligence Society’s activity strength on safety, Surveillance and security to consolidate and disseminate the position of CI concepts within the layout, improvement and deployment of safeguard and safeguard ideas. purposes diversity from the detection of buried explosive dangers in a battlefield to the regulate of unmanned underwater cars, the supply of enhanced video analytics for safeguarding severe infrastructures or the advance of more suitable intrusion detection structures and the layout of army surveillance networks.
- Advances and Applications in Sliding Mode Control systems (Studies in Computational Intelligence)
- Handbook of Genetic Programming Applications
- Genetic and Evolutionary Computing: Proceedings of the Tenth International Conference on Genetic and Evolutionary Computing, November 7-9, 2016 Fuzhou ... in Intelligent Systems and Computing)
- Applied Computing and Information Technology (Studies in Computational Intelligence)
- Hybrid Metaheuristics: Powerful Tools for Optimization (Artificial Intelligence: Foundations, Theory, and Algorithms)
- Readings in Speech Recognition
Extra info for Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms: 54 (Intelligent Systems Reference Library)
Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms: 54 (Intelligent Systems Reference Library) by Elpiniki I. Papageorgiou (Ed.),Elpiniki I. Papageorgiou