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Modular Neural Networks
We describe in this chapter the basic concepts, theory and algorithms of modular and ensemble neural networks. We will also give particular attention... -
Type-1 Fuzzy Logic
This chapter introduces the basic concepts, notation, and basic operations for the type-1 fuzzy sets that will be needed in the following chapters.... -
Human Recognition using Face, Fingerprint and Voice
We describe in this chapter a new approach for human recognition using as information the face, fingerprint, and voice of a person. We have described... -
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Appendix D: Image Processing Implementation on DSP
This appendix describes the basic elements of the implemented image processing software on the DSP-C40 (digital signal processor). -
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Framework
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Introduction
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Fingerprint Recognition with Modular Neural Networks and Fuzzy Measures
We describe in this chapter a new approach for fingerprint recognition using modular neural networks with a fuzzy logic method for response... -
Voice Recognition with Neural Networks, Fuzzy Logic and Genetic Algorithms
We describe in this chapter the use of neural networks, fuzzy logic and genetic algorithms for voice recognition. In particular, we consider the case... -
Optimization of Image Compression Method Based on Fuzzy Relational Equations by Overlap Level of Fuzzy Sets
A design method of coders on YUV color space is proposed based on an overlap level of fuzzy sets, in order to optimize the image... -
Multi-layer Image Transmission with Inverse Pyramidal Decomposition
This paper presents a new image compression method based on the Inverse Difference Pyramid (IDP) decomposition, and one specific application of this... -
A Fuzzy Rule-Based Trading Agent: Analysis and Knowledge Extraction
In this paper, we show how a fuzzy rule-based system is developed for trading in a futures market. By our fuzzy rule-based system, an agent... -
Non-Iterative ICA for Detecting Motion in Image Sequences
The ICA (Independent Component Analysis) technique can be used to detect difference in a sequence of images. However, most implementations of this... -
Fuzzy Congestion Control In Packet Networks
In this paper an adaptive fuzzy congestion control solution for active queue management in packet switched networks which use TCP to solve end-to-end... -
Mining Technical Patterns in The U. S. Stock Market through Soft Computing
Technical analysis has been a part of financial practice for many decades. One of the most challenging areas in technical analysis is the automatic... -
Multiple Feature Relevance Feedback in Content- Based Image Retrieval using Probabilistic Inference Networks
The BIR content based image retrieval system uses a Bayesian belief network architecture to match query by example images to images in a database.... -
Measuring User Satisfaction in Web Searching
Search engines are among the most popular as well as useful services on the web. But the problem we face is due to the large number of search engines... -
Distances Between Intuitionistic Fuzzy Sets and their Applications in Reasoning
In this article we propose the use of intuitionistic fuzzy sets (Atanassov [2]) as a tool for reasoning under imperfect facts and imprecise...