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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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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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Mixed variable ant colony optimization technique for feature subset selection and model selection
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Assessing the simulation performances of multiple model selection algorithm
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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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Thesis -
10
Classifying corporates default and non-default using machine learning Artificial Neural Network: multilayer perceptron / Nur Insyirah Mohamad Radzi, Murni Salina Rosidi and Nur Asy...
Published 2023“…Asset volatility is found to be the most significant independent variable. Therefore, ANN is a machine learning algorithm that uses multiple layers perceptron to solve complex problems and predict analytics.…”
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Student Project -
11
Fuzzy-based multi-agent approach for reliability assessment and improvement of power system protection
Published 2015“…Hence, an inaccurate result for system operators is inevitable as most of the variables affecting the reliability changes with time. …”
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Thesis -
12
Multi-objective Sustainability Assessment of Levulinic Acid Production from Empty Fruit Bunch
Published 2020“…The results show trade-offs among the objective functions and insights into how design/operating variables affect the sustainability aspects. The Pareto-optimal solutions reveal that at maximum EFB capacity of 100 ton/h, maximum NPV of 6.4 billion USD is achieved. …”
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