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Direct approach for mining association rules from structured XML data
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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. These data are processed and stored in appropriate formats in a MySQL server database. …”
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Mining Sequential Patterns Using I-PrefixSpan
Published 2007“…Sequential pattern mining is a relatively new data-mining problem with many areas of application. …”
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A web-based implementation of k-means algorithms
Published 2022“…This stinginess of proximity measures in data mining tools is stifling the performance of the algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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Solving multi-objective dynamic vehicle routing problem with time windows using multi-objective algorithm
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An Improved VEPSO Algorithm for Multi-objective Optimisation Problems
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Book Chapter -
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A hybrid genetic algorithm for optimization of scheduling workflow applications in heterogeneous computing systems
Published 2016“…The performance of the proposed algorithm is analyzed by using synthesized datasets, and real-world application workflows. …”
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VISUALIZATION OF GENETIC ALGORITHM BASED ON 2-D GRAPH TO ACCELERATE THE SEARCHING WITH HUMAN INTERVENTIONS.
Published 2012“…This is difTerent from existing Interactive Genetic Algorithm in which selection and evaluation of solutions is done by the users. …”
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Thesis -
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Integrated optimal control and parameter estimation algorithms for discrete-time nonlinear stochastic dynamical systems
Published 2011“…In the first sub-algorithm, the state mean propagation removes the Gaussian white noise to obtain the expected solution. …”
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Development of improved metaheuristic algorithms for modelling and control of a flexible manipulator system
Published 2019“…The aim of the single type algorithms is to improve the algorithms capability to find an optimal solution. …”
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Research Report -
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An improvement of stochastic gradient descent approach for mean-variance portfolio optimization problem
Published 2021“…During the calculation procedure, the iterative solution converges to the optimal portfolio solution. …”
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Application of conjugate gradient approach for nonlinear optimal control problem with model-reality differences
Published 2018“…In conclusion, the applicability of the algorithm proposed is highly recommended.…”
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Application of conjugate gradient approach for nonlinear optimal control problem with model-reality difference
Published 2018“…In conclusion, the applicability of the algorithm proposed is highly recommended.…”
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