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Direct approach for mining association rules from structured XML data
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Thesis -
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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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Development of finite element model for soil-structure interaction
Published 2014“…The developed system, discussed above, includes an ANN algorithm to predict ultimate bearing capacity of two-layer soil and a finite element model (2DSSI) for analysis of interaction between soil and framed structures through utilization of the developed interface element along with all included aspects of SSI. …”
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Thesis -
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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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Conference or Workshop Item -
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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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Investigating rendering speed and download rate of three-dimension (3D) mobile map intended for navigation aid using genetic algorithm
Published 2014“…This paper investigates the trade-off between rendering speed and download rate of the 3D mobile map using genetic algorithm (GA). …”
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Proceeding Paper -
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Collective interaction filtering approach for detection of group in diverse crowded scenes
Published 2019“…This approach is able to deduce people interaction with the Expectation-Maximization algorithm. …”
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Framing Political Identity on Instagram: Personal Branding and Public Engagement in the 2024 Indonesian Presidential Election
Published 2026journal::journal article -
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Collective interaction filtering with graph-based descriptors for crowd behaviour analysis
Published 2018“…The group detection experiment is implemented using the clustering algorithm. Normalized Mutual Information and Rand Index are used to measure the performance of Collective Interaction Filtering. …”
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Thesis -
14
Algorithm of local features fusion and modified covariance-matrix technique for hand motion position estimation and hand gesture trajectory tracking approach
Published 2020“…Hand gestures can play an important role as a non-touchable communication tool between machines and humans based on using the affordable built-in webcam. …”
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Crowd behavior monitoring using self-adaptive social force model
Published 2019“…The current method used is Social Force Model (SFM), which can describe the behavior of a crowd based on the interaction forces between individuals. However, some limitations in the previous works caused by its parameters make it fail to correctly classify the crowd behavior into normal or abnormal. …”
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