Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Evolutionary Methods to Create Interpretable Modular System
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
On Differential Stroke Diagnosis by Neuro-fuzzy Structures
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Interfaces
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Fuzzy Formative Scenario Analysis for woody material transport related risks in mountain torrents
Environmental Modelling & Software
Evolutionary designing of logic-type fuzzy systems
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
On automatic design of neuro-fuzzy systems
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Evolutionary learning for neuro-fuzzy ensembles with generalized parametric triangular norms
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Does an optimal form of an expert fuzzy model exist?
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Projected Gustafson-Kessel clustering algorithm and its convergence
Transactions on rough sets XIV
Transactions on computational collective intelligence III
On designing of flexible neuro-fuzzy systems for nonlinear modelling
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Method of evaluating diversity of carrot roots using a self-organizing map and image data
Computers and Electronics in Agriculture
Hybridization of immunological computation and fuzzy systems in surgery decision making
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
On pre-processing algorithms for data stream
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
On fuzzy clustering of data streams with concept drift
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Application of a perceptron artificial neural network for building the stability of a mining process
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Optimum Coverage/Capacity in MIMO Indoor Channel with Minimum Transmitters
Wireless Personal Communications: An International Journal
Evolving spiking wavelet-neuro-fuzzy self-learning system
Applied Soft Computing
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This book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. Those techniques are today commonly applied issues of artificial intelligence, e.g. to process speech and natural language, build expert systems and robots. The first part of the book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. Next various neural network architectures are presented and their learning algorithms are derived. Moreover, the family of evolutionary algorithms is discussed, in particular the classical genetic algorithm, evolutionary strategies and genetic programming, including connections between these techniques and neural networks and fuzzy systems. In the last part of the book, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.