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A nonlinear PID-based multiple controller incorporating a multilayered neural network learning submodel (2006)
Journal Article
Zayed, A., Hussain, A., & Grimble, M. (2006). A nonlinear PID-based multiple controller incorporating a multilayered neural network learning submodel. Control and Intelligent Systems, 34, 177-184. https://doi.org/10.2316/Journal.201.2006.3.201-1499

A new nonlinear minimum-variance adaptive proportional integral derivative (PID) based multiple controller, incorporating a multi- layered neural network learning submodel, is presented. The unknown non-linear plant is represented by an equivalent st... Read More about A nonlinear PID-based multiple controller incorporating a multilayered neural network learning submodel.

Dissimilarity analysis of signal processing methods for texture classification (2006)
Conference Proceeding
Qaiser, N., Hussain, M., Hussain, A., Iqbal, N., & Qaiser, N. (2006). Dissimilarity analysis of signal processing methods for texture classification. In 2005 Pakistan Section Multitopic Conference. https://doi.org/10.1109/INMIC.2005.334512

As observed from the literature survey, there is no commonly accepted quantitative definition of visual texture. As a consequence, researchers seeking a quantitative texture measure have been forced to search intuitively for texture features, and the... Read More about Dissimilarity analysis of signal processing methods for texture classification.

Editorial: Nonlinear adaptive PID control - Part II (2006)
Journal Article
Hussain, A., Grimble, M., & Zayed, A. (2006). Editorial: Nonlinear adaptive PID control - Part II. Control and Intelligent Systems, 34(3), 175

The article provides an overview of papers about nonlinear adaptive proportional integral derivative (PID) control, published in the August 2006 issue of "Control and Intelligent Systems." Zayed and colleagues wrote an editorial describing a nonlinea... Read More about Editorial: Nonlinear adaptive PID control - Part II.

A new radial basis function neural network based multi-variable adaptive pole-zero placement controller (2006)
Conference Proceeding
Abdullah, R., Hussain, A., & Zayed, A. (2006). A new radial basis function neural network based multi-variable adaptive pole-zero placement controller. In 2006 IEEE International Conference on Engineering of Intelligent Systems. https://doi.org/10.1109/ICEIS.2006.1703158

In this paper a new multi-variable adaptive controller algorithm for non-linear dynamical systems has been derived which employs the radial basis function (RBF) neural network. In the proposed controller, the unknown plant is represented by an equiva... Read More about A new radial basis function neural network based multi-variable adaptive pole-zero placement controller.

Blind equalization of communication channels with equal energy sources using a combined HOS-SOS approach (2006)
Conference Proceeding
Naveed, A., Qureshi, I., Hussain, A., & Cheema, T. (2006). Blind equalization of communication channels with equal energy sources using a combined HOS-SOS approach. In 2006 IEEE International Conference on Engineering of Intelligent Systems. https://doi.org/10.1109/ICEIS.2006.1703137

This paper presents a combined higher order statistics (HOS) and second order statistics (SOS) approach to blind equalization of white as well as colored sources. Remarkable convergence speed has been achieved through an additional term in the cost f... Read More about Blind equalization of communication channels with equal energy sources using a combined HOS-SOS approach.

Heuristics and meta-heuristics for bandwidth minimization of sparse matrices (2006)
Conference Proceeding
Abdullah, A., & Hussain, A. (2006). Heuristics and meta-heuristics for bandwidth minimization of sparse matrices. In 2006 IEEE International Conference on Engineering of Intelligent Systems. https://doi.org/10.1109/ICEIS.2006.1703188

In this paper a new crossing minimization based method is proposed to solve the well-known matrix bandwidth minimization problem, which is to permute the rows and columns of the matrix so as to bring all the non-zero elements of the matrix to reside... Read More about Heuristics and meta-heuristics for bandwidth minimization of sparse matrices.

Non-linear predictors based on the functionally expanded neural networks for speech feature extraction (2006)
Conference Proceeding
Chetouani, M., Hussain, A., Gas, B., & Zarader, J. (2006). Non-linear predictors based on the functionally expanded neural networks for speech feature extraction. In 2006 IEEE International Conference on Engineering of Intelligent Systems. https://doi.org/10.1109/ICEIS.2006.1703129

In this paper we focus on the design of the feature extractor stage of the speech recognition system which aims to compute optimal vectors for the next phoneme classification stage. We propose a new non-linear feature extraction method based on the l... Read More about Non-linear predictors based on the functionally expanded neural networks for speech feature extraction.

Stabilization of non-linear inertia wheel pendulum system using a new dynamic surface control based technique (2006)
Conference Proceeding
Qaiser, N., Iqbal, N., & Hussain, A. (2006). Stabilization of non-linear inertia wheel pendulum system using a new dynamic surface control based technique. In 2006 IEEE International Conference on Engineering of Intelligent Systems. https://doi.org/10.1109/ICEIS.2006.1703194

This paper considers the stabilization problem of inertia-wheel pendulum (IWP), a widely studied nonlinear mechanical system. The IWP is a classical example of flat under-actuated mechanical systems, for which the design of control laws becomes a cha... Read More about Stabilization of non-linear inertia wheel pendulum system using a new dynamic surface control based technique.

Data mining a new pilot agriculture extension data warehouse (2006)
Journal Article
Abdullah, A., & Hussain, A. (2006). Data mining a new pilot agriculture extension data warehouse. Journal of Research and Practice in Information Technology, 38(3), 229-248

Pakistan is the world’s fifth largest cotton producer. To monitor cotton growth, different government departments and agencies in Pakistan have been recording pest scouting, agriculture and metrological data for decades. Coarse estimates of just the... Read More about Data mining a new pilot agriculture extension data warehouse.

A new biclustering technique based on crossing minimization (2006)
Journal Article
Abdullah, A., & Hussain, A. (2006). A new biclustering technique based on crossing minimization. Neurocomputing, 69(16-18), 1882-1896. https://doi.org/10.1016/j.neucom.2006.02.018

Clustering only the records in a database (or data matrix) gives a global view of the data. For a detailed analysis or a local view, biclustering or co-clustering is required, involving the clustering of the records and the attributes simultaneously.... Read More about A new biclustering technique based on crossing minimization.

A novel multiple-controller incorporating a radial basis function neural network based generalized learning model (2006)
Journal Article
Zayed, A. S., Hussain, A., & Abdullah, R. A. (2006). A novel multiple-controller incorporating a radial basis function neural network based generalized learning model. Neurocomputing, 69(16-18), 1868-1881. https://doi.org/10.1016/j.neucom.2006.02.017

A new adaptive multiple-controller is proposed incorporating a radial basis function (RBF) neural network based generalized learning model (GLM). The GLM assumes that the unknown complex plant is represented by an equivalent stochastic model consisti... Read More about A novel multiple-controller incorporating a radial basis function neural network based generalized learning model.

Blind equalisation of communication channels for equal energy sources: Energy matching approach (2006)
Journal Article
Naveed, A., Qureshi, I., Hussain, A., & Fiori, S. (2006). Blind equalisation of communication channels for equal energy sources: Energy matching approach. Electronics Letters, 42(4), 247-248. https://doi.org/10.1049/el%3A20062983

A new energy-matching approach for blind equalisation of possibly non-minimum phase channels is presented. The scheme exploits second order statistics and uses oversampling, but does not use the matching of statistics of the input with that of the ou... Read More about Blind equalisation of communication channels for equal energy sources: Energy matching approach.