Search Results - (( program solution mining algorithm ) OR ( based applications interface algorithm ))
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Measuring GPU-accelerated parallel SVM performance using large datasets for multi-class machine learning problem
Published 2023Conference Paper -
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Talent classification using support vector machine technique / Hamidah Jantan, Norazmah Mat Yusof and Mohd Hanapi Abdul Latif
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Research Reports -
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Brain Machine Interface Controlled Robot Chair
Published 2010“…A particle swarm optimization based algorithm is proposed to train the neural networks. …”
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Towards a better feature subset selection approach
Published 2010“…The selection of the optimal features subset and the classification has become an important issue in the data mining field.We propose a feature selection scheme based on slicing technique which was originally proposed for programming languages.The proposed approach called Case Slicing Technique (CST).Slicing means that we are interested in automatically obtaining that portion 'features' of the case responsible for specific parts of the solution of the case at hand.We show that our goal should be to eliminate the number of features by removing irrelevant once.Choosing a subset of the features may increase accuracy and reduce complexity of the acquired knowledge.Our experimental results indicate that the performance of CST as a method of feature subset selection is better than the performance of the other approaches which are RELIEF with Base Learning Algorithm (C4.5), RELIEF with K-Nearest Neighbour (K-NN), RELIEF with Induction of Decision Tree Algorithm (ID3) and RELIEF with Naïve Bayes (NB), which are mostly used in the feature selection task.…”
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Conference or Workshop Item -
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Development of real-time software interface for multicomponent transient signal analysis using Labview and Matlab
Published 2011“…Though, a Matlab-based algorithm has been developed in the previous study on multicomponent signal analysis, real-time signal analysis is required in many practical applications of such signals. …”
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Proceeding Paper -
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Long-term electrical energy consumption: Formulating and forecasting via optimized gene expression programming / Seyed Hamidreza Aghay Kaboli
Published 2018“…To assess the applicability and accuracy of the proposed method for long-term electrical energy consumption, its estimates are compared with those obtained from artificial neural network (ANN), support vector regression (SVR), adaptive neuro-fuzzy inference system (ANFIS), rule-based data mining algorithm, GEP, linear, quadratic and exponential models optimized by particle swarm optimization (PSO), cuckoo search algorithm (CSA), artificial cooperative search (ACS) algorithm and backtracking search algorithm (BSA). …”
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Restaurant locator using Djikstra Algorithm / Mohamad Aliff Hakimi Lukman Hakim
Published 2017Subjects: Get full text
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Problem restructuring in interger programming for reduct searching
Published 2003“…In effect, they are very useful in generating rules when solving the classification problem that is inherent in data mining. The thesis emphasizes mainly on the improvement of the original SIP/DRIP algorithm in term of performance. …”
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A primary interface selection policy in heterogeneous networks based on QoS
Published 2012“…This paper proposes a policy that determines different applications’ requirements and chooses an appropriate interface as a primary interface for respective application based on the networks condition to improve Quality-of-Service (QoS). …”
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Proceeding Paper -
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Application of Artificial Immune Algorithm (AIA) in solving engineering problems
Published 2023“…The outline of this project design two Graphical User Interfaces (GUI) that can solve two engineering problems based on Artificial Immune Algorithm.…”
text::Final Year Project -
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Application of Artificial Immune Algorithm (AIA) in solving engineering problems
Published 2023“…The outline of this project is design two Graphical User Interfaces (GUI) that can solve two engineering problems based on Artificial Immune Algorithm.…”
text::Final Year Project -
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PIC-Based Controller for IGBT Inverter for 3-Phase Motor Drive
Published 2011“…The controller, based on Microchip PIC, needs to be programmed with the commutation algorithm and control strategy.…”
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Final Year Project -
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Web page design for electronic commerce / Lee Fong Wai
Published 2003“…The sixth part covers the system implementation that involved the transformation of modules and algorithm into implementable commands by using the specified programming languages. …”
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Classification models for higher learning scholarship award decisions
Published 2018“…In this study, a data mining approach was used to propose a classification model of scholarship award result determination. …”
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Automatic email classification system / Phang Siew Ting
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Conference Approval System (e-CoAS) / Nor Hidayah Rahim
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