Search Results - (( _ (constructive OR constructing) method algorithm ) OR ( data application using algorithm ))
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An evolutionary based features construction methods for data summarization approach
Published 2015“…In other words, this research will discuss the application of genetic algorithm to optimize the feature construction process from the Coral Reefs data to generate input data for the data summarization method called Dynamic Aggregation of Relational Attributes (DARA). …”
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2
Speeding up index construction with GPU for DNA data sequences
Published 2011“…The advancement of technology in scientific community has produced terabytes of biological data.This datum includes DNA sequences.String matching algorithm which is traditionally used to match DNA sequences now takes much longer time to execute because of the large size of DNA data and also the small number of alphabets.To overcome this problem, the indexing methods such as suffix arrays or suffix trees have been introduced.In this study we used suffix arrays as indexing algorithm because it is more applicable, not complex and used less space compared to suffix trees.The parallel method is then introduced to speed up the index construction process. …”
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3
Optimized feature construction methods for data summarizations of relational data
Published 2014“…This thesis also presents the study of a method to improve the descriptive accuracy of DARA algorithm by generating multi-instances of summarized data. …”
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Thesis -
4
Strategies for effective value management practice in construction industry
Published 2017“…The quantitative data were subjected to descriptive statistical method analysis using statistical software, while the qualitative data were subjected to pattern matching methods, and cross-case and constant comparative data analysis. …”
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5
A Data Mining Approach to Construct Graduates Employability Model in Malaysia
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6
Web-based clustering tool using fuzzy k-mean algorithm / Ahmad Zuladzlan Zulkifly
Published 2019“…This project will use fuzzy k-means clustering algorithm to cluster the data because it is easy to implement and have many advantages. …”
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7
Development Of Construction Noise Prediction Method Using Deep Learning Model
Published 2021“…It will eventually become mainstream of the construction noise prediction method and will also be used in industries other than construction.…”
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Final Year Project / Dissertation / Thesis -
8
Knowledge base processing method based on text classification algorithm
Published 2023“…The text classification algorithm's knowledge base processing method utilizes existing data from the knowledge base to guide the construction and training of the classification model. …”
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9
Prime-based method for interactive mining of frequent patterns
Published 2010“…Thus far, a few efficient interactive mining algorithms have been proposed. However, their runtime do not fulfill the need of short runtime in real time applications especially where data is sparse and proper frequent patterns are mined with very low values of minsup. …”
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10
A study on channel coding for 5G / Xu Wei
Published 2019“…In addition, the performances of Polar code under different decoding algorithms and different construction method are simulated and compared. …”
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11
Clustering of rainfall data using k-means algorithm
Published 2019“…Clustering algorithms in data mining is the method for extracting useful information for a given data. …”
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12
Assessment of CDA and Morphlink-C Algorithms method in crack detection using [Multirotor DJ1 phantom 3] image / Muhammad Hafizi Abd Rahaim
Published 2018“…Then, the image was being processed in the photogrammetry software to produce the orthomosaic and point cloud data. These data model then was evaluated their availability of processed image to detect crack using CDA and MorphLink-C algorithms. …”
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13
An efficient and effective case classification method based on slicing
Published 2006“…The paper also discusses two of common classification algorithms that are used either in data mining or in general AI. …”
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14
Optimization of attribute selection model using bio-inspired algorithms
Published 2019“…Such a finding indicates that bio-inspired algorithms can contribute in identifying the few most important features to be used in data mining model construction.…”
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15
Development of obstable avoidance system for 3D robot navigation
Published 2024“…To prepare for obstacle avoidance algorithm development, a differential drive robot was constructed, and a URDF description was prepared to ensure correct odometry data conversion from sensor coordinate frames to the robot coordinate frame. …”
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Final Year Project / Dissertation / Thesis -
16
Training data selection for record linkage classification
Published 2023“…Random forest and support vector machine classification algorithms were compared, and random forest with the top and imbalanced construction produced an F1 -score comparable to probabilistic record linkage using the expectation maximisation algorithm and EpiLink. …”
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Feature clustering for pso-based feature construction on high-dimensional data
Published 2019“…Experimental results were obtained by using six UCI data sets and six high-dimensional data to demonstrate the efficiency of the proposed method when compared to the original full features, other PSO based FC methods, and standard genetic programming based feature construction (GPFC). …”
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Neural Networks Ensemble: Evaluation of Aggregation Algorithms for Forecasting
Published 2013“…The results of the aggregation algorithms of NNs ensemble are also compared with the Simple Averaging method. …”
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19
Investigation On Hybrid Geometric Modelling Construction For Injection Mould Using CAD System
Published 2018“…At the end of this study, the developed algorithm able to detect the topology for the part model. …”
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Monograph -
20
Landslide susceptibility mapping at VAZ watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF)...
Published 2013“…Finally the landslide susceptibility maps were validated using the validation data (i.e., 30 % landslide location data that was not used during the model construction) using area under the curve (AUC) method. …”
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