Search Results - reduction model techniques
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Frequency weighted model order reduction techniques
Published 2014“…The first method uses the properties of all-pass function to transform the original frequency weighted model order reduction problem into an equivalent unweighted model reduction problem, while in the second method. the relationship between the final and the intermediate reduced order model used in Sreeram and Sahlan's technique is derived. …”
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2
Frequency weighted model order reduction techniques
Published 2012“…The first method ras.es the properties of all-pass function to transform the original frequency weighted model order reduction problem into an equivalent unweighted model reduction problem, while in the second method, the relationship between the final and the intemaediiate reduced order model used in Sreeram and Sahlan's technique is derived.…”
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3
An improved parameterized controller reduction technique via new frequency weighted model reduction formulation
Published 2017“…In this paper, an improved parameterized controller reduction technique via a new frequency weighted model reduction formulation is developed for the feedback control of MIMO discrete time systems particularly for non-unity feedback control system configurations which have the controller located in the feedback path. …”
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Least square application on frequency weighted model reduction technique
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An enhanced soft set data reduction using decision partition order technique
Published 2017“…On the other hand, the proposed Markov chain model could significantly represent the robustness of the proposed reduction technique in making the optimal decision and minimising the search domain by up to 33%. …”
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6
Data and feature reduction in fuzzy modeling through particle swarm optimization
Published 2012“…The study is concerned with data and feature reduction in fuzzy modeling. As these reduction activities are advantageous to fuzzy models in terms of both the effectiveness of their construction and the interpretation of the resulting models, their realization deserves particular attention. …”
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Speed control of two quadrant drive using model order reduction technique / Mohd Faez Muhamed
Published 2015“…Finer controller gain value for the dc drive is obtained for after the proposed technique model order reduction method applied. The model of the drive, the design of the devices and some experimental results are shown and clearly explained.…”
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8
Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
Published 2022“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
Published 2022“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
Published 2022“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
Published 2022“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
Published 2023“…The present study proposes an efficient DDoS attack detection model. This model relies mainly on dimensionality reduction and machine learning algorithms. …”
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Development of a prediction model for output power reduction of PV solar panels based on environmental parameters using particle swarm optimization technique
Published 2019“…The PSO technique prevents an exhaustive traditional trial-and-error procedure for obtaining the set of the unknown coefficients of the proposed model. …”
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Training process reduction based on potential weights linear analysis to accelerate back propagation network.
Published 2009“…One good data preprocessing technique for accelerating BPN classification is dimension reduction technique but it has problem of missing data. …”
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A peak to average power ratio reduction scheme to increase power efficiency in broadband communication systems
Published 2014“…This proposed technique is a novel serial combination of the above-mentioned techniques to provide both sufficient PAPR reduction and BER reduction simultaneously. …”
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Partial fraction expansion based frequency weighted balanced singular perturbation approximation model reduction technique with error bounds
Published 2016“…In this paper a new frequency weighted partial fraction expansion based model reduction technique is developed based on the partial fraction expansion approach. …”
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An Analysis Of Two Dimensionality Reduction Techniques On The Performance Of Neural Network Classifiers
Published 2005“…This project involves an analysis of the effectiveness of two dimensionality reduction techniques, i.e., Principal Component Analysis as the standard approach and Random Projection as a recent technique. …”
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Monograph -
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Positive-real truncated balanced realization based frequency-weighted model reduction
Published 2020“…The proposed technique yields passive reduced-order model for a given passive high order model with single-sided weighting only. …”
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Offset reduction technique for motion control of two wheeled wheelchair
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Monograph
