NDLI: Neural network application in strange attractor investigation to detect a FGD

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2012 6th IEEE International Conference Intelligent Systems

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Volume 3 - 2008

Adaptive Fuzzy Clustering for improving classification performance in yeast data set

A hybrid method using PSO and NHL algorithms to train Fuzzy Cognitive Maps

Software for optimization of linear objective function with fuzzy relational constraint

Fuzzy Neural Network for detecting nonlinear determinism in gastric electrical activity: Fractal dimension approach

The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer

A relational learning approach to activity recognition from sensor readings

Utilization of K-NN algorithm for expectation maximization based classification method

Supply chain optimization towards personalizing web services

A combined genetic algorithm and Sugeno fuzzy logic based approach for on-line tuning in pH process

Liquidity management using Cash Flow at Risk

Volterra model predictive control of a lyophilization plant

Application of the Analytic Network Process (ANP) in a framework of ERP systems implementation success

A discernibility-based approach to feature selection for microarray data

Neural network application in strange attractor investigation to detect a FGD

Transforming relational model to source ontology for data integration

Ontology-driven relevance reasoning architecture for data integration techniques

Ontology based semantic information retrieval

System architecture for efficient Grid Resource Management

PES: Personalization and evaluation system based on multi-agents approach: Application in transport information

Ontology based semantic interoperability facilitator among task group

Genetic Algorithm approach for Optimal Power Flow with FACTS devices

Design of a context script language for developing context-aware applications in ubiquitous intelligent environment

A case-based planning approach to design and plan ITMAS

Methodology and tools for the design and verification of a smart management system for home comfort

Self-organizing maps for automatic fault detection in a vehicle cooling system

ICA and wavelet packet decomposition approaches for monitoring the incipient bearing damage in electrical motors

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2004 2nd International IEEE Conference on 'Intelligent Systems'. Proceedings (IEEE Cat. No.04EX791)

Proceedings First International IEEE Symposium Intelligent Systems

Neural network application in strange attractor investigation to detect a FGD

Content Provider	IEEE Xplore Digital Library
Author	Mehran, Y.Z. Nasrabadi, A.M.
Copyright Year	2008
Description	Author affiliation: Bioelectric Group & Young Researchers Club Member, Islamic Azad Univ., Tehran (Mehran, Y.Z.) \|\| Amirkabir Univ. of Technol., Tehran (Nasrabadi, A.M.)
Abstract	There is growing interest in modeling and processing nonlinear behavior in the biological systems. In this paper we applied such methods for detecting Functional Disorder in Gastric. Conventional tools for analyzing such data use information from the power spectral density of the time series, and hence are restricted to little information of data. This information does not provide a sufficient representation of a signal with strong nonlinear properties. In this work, we attempt to extract various nonlinear dynamical invariants of the underlying attractor from the signals. We show that these invariants can discriminate between normal and Functional Gastrointestinal Disorders (FGD) classes.
File Size	493863
File Format	PDF
ISBN	9781424417391
DOI	10.1109/IS.2008.4670470
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-06
Publisher Place	Bulgaria
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Stomach Chaos Biomedical engineering Phase detection Delay Time series analysis Bioelectric phenomena Pathology Couplings Neural Network Strange Attractor Functional Gastric Disorder
Content Type	Text
Resource Type	Article

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