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Genome-wide inferring gene-phenotype relationship by walking on the heterogeneous network
A heterogeneous network is constructed by connecting the gene network and phenotype network using the phenotype-gene relationship information from the OMIM database using leave-one-out cross-validation to evaluate the ability of finding the gene-phenotype relationship. Expand
Identification of nonlinear dynamic systems using functional link artificial neural networks
An alternate ANN structure called functional link ANN (FLANN) for nonlinear dynamic system identification using the popular backpropagation algorithm and performs as good as and in some cases even better than the MLP structure for the problem of nonlinear system identification. Expand
Nonlinear channel equalization for QAM signal constellation using artificial neural networks
Application of artificial neural networks (ANN's) to adaptive channel equalization in a digital communication system with 4-QAM signal constellation is reported in this paper. A novel computationallyExpand
Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks
  • J. Patra, A. Kot
  • Computer Science, Medicine
  • IEEE Trans. Syst. Man Cybern. Part B
  • 1 August 2002
A single-layer functional-link ANN in which the need for a hidden layer is eliminated by expanding the input pattern by Chebyshev polynomials, and the performance of the proposed network is found to be similar or superior to that of a MLP. Expand
A functional link artificial neural network for adaptive channel equalization
From the simulation results, it is observed that the performance of the proposed FLANN based equalizer outperforms the other two in terms of bit-error rate (BER) and attainable MSB level over a wide range of eigenvalue spread, signal to noise ratio and channel nonlinearities. Expand
A novel DCT domain CRT-based watermarking scheme for image authentication surviving JPEG compression
A novel Chinese Remainder Theorem (CRT)-based technique for digital watermarking in the Discrete Cosine Transform (DCT) domain that is robust to several common attacks is proposed and compared with recently proposed Singular Value Decomposition (SVD)-based and spatial CRT-based watermarked schemes. Expand
A novel CRT-based watermarking technique for authentication of multimedia contents
A novel Chinese remainder theorem (CRT)-based technique for digital watermarking that provides additional security along with resistance to some familiar attacks is proposed and shown that this technique is quite resilient to addition of the noise. Expand
A novel ant colony optimization-based maximum power point tracking for photovoltaic systems under partially shaded conditions
Abstract In order to achieve maximum efficiency a photovoltaic (PV) arrays should operate at their maximum power point (MPP). Therefore, an MPP tracking (MPPT) scheme is implemented between the PVExpand
Integration of multiple data sources to prioritize candidate genes using discounted rating system
The proposed DRS algorithm is a powerful and effective framework for candidate gene prioritization and if weights of different data sources are proper given, the D RS algorithm will perform better. Expand
Artificial neural network-based nonlinearity estimation of pressure sensors
A new approach to pressure sensor modeling based on a simple functional link artificial neural network (FLANN) is proposed, which automatically compensates the effect of the associated nonlinearity to estimate the applied pressure. Expand