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Rainfall-runoff model based on ANN with LM, BR and PSO as learning algorithms
Published 2019“…Rainfall-runoff model requires comprehensive computation as its relation is a complex natural phenomenon. …”
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2
Normalized Relational Storage for Extensible Markup Language (XML) Schema
Published 2011“…The algorithm is based on computing a set of minimum covers for all functional dependencies on a universal relation when given XML Functional Dependencies (XFDs) and the schema information. …”
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Rainfall-rinoff model based on ANN with LM, BR and PSO as learning algorithms
Published 2019“…Rainfall-runoff model requires comprehensive computation as its relation is a complex natural phenomenon. …”
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4
A new approach for forecasting OPEC petroleum consumption based on neural network train by using flower pollination algorithm
Published 2016“…Many meta-heuristic algorithms have been proposed in literature for the optimization of Neural Network (NN) to build a forecasting model. …”
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Combining object-based classification and data mining algorithm to classify urban surface materials from worldview-2 satellite image
Published 2014“…This algorithm provides a decision tree output to represent the knowledge model, enabled a faster classification of intra-urban classes, and disabled the subjectivities which are related to the interaction of the analyst. …”
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Conference or Workshop Item -
6
Advances in document clustering with evolutionary-based algorithms
Published 2015“…The aim of this paperis to present an up-to-date and self-contained review fully devoted to documentclustering via evolutionary algorithms. Itfirstly provides a comprehensive inspection to the document clustering model revealingits various components with its related concepts. …”
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Simulated annealing approach to cost-based multi- quality of service job scheduling in cloud computing enviroment
Published 2014“…The advent of cloud computing as a new model of service provisioning in distributed systems, encourages researchers to investigate its benefits and drawbacks in executing scientific applications such as workflows. …”
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Energy band gap modeling of doped bismuth ferrite multifunctional material using gravitational search algorithm optimized support vector regression
Published 2021“…The energy band gap of doped bismuth ferrite is modeled in this contribution through the fusion of a support vector regression (SVR) algorithm with a gravitational search algorithm (GSA) using crystal lattice distortion as a predictor. …”
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Design optimization of valve timing at various engine speeds using Multi-Objective Genetic Algorithm (MOGA)
Published 2008“…Instead of static aggregate such as a weighted sum, MOGA dynamically determine an aggregate of multiple objective values of a solution based on its relative quality in the current population, typically as the degree to which the solution dominates others in the current population. …”
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Proceeding Paper -
10
A Novel Hybrid Evolutionary Data-Intelligence Algorithm for Irrigation and Power Production Management: Application to Multi-Purpose Reservoir Systems
Published 2019“…Power production utilizing the NHA's operation rule achieved a sufficient magnitude relative to that of stand-alone models, such as the BA, PSO, WA, SA, and GA. …”
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Utility-based non-cooperative power control game in wireless environment / Yousef Ali Mohammed Al-Gumaei
Published 2017“…Practically, the problem of power control is modelled as a non-cooperative game in which each user chooses its transmit power to maximize (or minimize) its own utility (or cost). …”
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Interval-valued fuzzy soft topology and its applications in group decision-making problems
Published 2022“…In the literature, there are various interval-valued fuzzy soft set-based decision-making algorithms. However, these algorithms are unable to overcome the issue of comparable alternatives, and as a result, they might well be ignored due to a lack of a comprehensive model. …”
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13
Genetic algorithm based method for optimal location placement of flexible ac transmission system devices for voltage profile improvement
Published 2011“…The genetic algorithm technique is explained and the real number representation of genetic algorithm is modeled. …”
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14
Review of image denoising algorithms based on the wavelet transformation
Published 2013“…All the algorithms show a high outstanding Performance when the image model corresponds to the algorithm assumptions but it fails in general and create artifacts or change the main structures of the original image. …”
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Cache replacement algorithm using hierarchical allocation scheduling
Published 2014“…The implementation of the HAS model is developed using the OCTAVE software. A simulation of the model is performed to analyse its behaviour in a hypothetical cache management scenario. …”
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17
A chaotic neural network based encryption algorithm for MPEG-2 encoded video signal
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Working Paper -
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Direct approach for mining association rules from structured XML data
Published 2012“…The basic approach is to map the XML documents to relational data model and to store them in a relational database. …”
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19
Real-time algorithmic music composition application.
Published 2022“…The developed system shall be able generated music based on a genetic algorithm, where users can define basic parameters including the instrument used to play the music, tempo, number of generated notes, and the number of measures to generate. …”
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Final Year Project / Dissertation / Thesis -
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Photogrammetric unmanned aerial vehicle for digital terrain model estimation under oil palm tree canopy area / Suzanah Abdullah
Published 2021“…Following the application of a new methodology on the real site, the result indicated the consistency of DTM values of all the algorithms at different flying heights but there were relatively small differences between all the algorithms used. …”
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Thesis
