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Diagnosis and recommender system for diabetes patient using decision tree / Nurul Aida Mohd Zamary
Published 2024“…The project successfully achieved its objectives by analyzing the literature, developing the decision tree algorithm, and evaluating the accuracy of the model. …”
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Genetic algorithms for VLSI micro-Cell layout area optimization based on binary tree
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Algorithm Development of Bidirectional Agglomerative Hierarchical Clustering Using AVL Tree with Visualization
Published 2024thesis::doctoral thesis -
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Mapping of Individual Oil Palm Trees Using Airborne Hyperspectral Sensing: An Overview
Published 2009“…This overview represents a preamble step for developing an approach for mapping individual oil palm trees from airborne hyperspectral imaging. …”
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Application Of Multi-Layer Perceptron Technique To Detect And Locate The Base Of A Young Corn Plant
Published 2007“…In this research, a vision system algorithm has been developed to identify and locate base of young corn trees based upon robot vision technology, pattern recognition techniques, and knowledge-based decision theory. …”
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Robust automatic multi-camera viewpoint stabilization using Harris laplace corner detection and spanning tree
Published 2018“…In this paper, an algorithm to improve image stabilization process in 3D for multiple camera viewpoints from different angle is developed. …”
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Proceeding Paper -
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Data Analysis and Rating Prediction on Google Play Store Using Data-Mining Techniques
Published 2022“…This study aims to predict the ratings of Google Play Store apps using decision trees for classification in machine learning algorithms. …”
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Deploying clustered wireless sensor network by multi-robot system
Published 2014“…For analyzing the algorithm using multi-robot a simulation test bed is developed with a parameterized environment with obstacle. …”
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Conference or Workshop Item -
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They are different: molecular approach on Tirathaba pest infesting on oil palm and coconut tree
Published 2018“…The DNA sequences were analyzed with other Tirathaba sp. sequences available in Gene bank using phylogenetic tree constructed with Neighbor-Joining (NJ) and genetic distance analysis algorithms. …”
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An object-based approach to detect tree stumps in a selective logging area using Unmanned Aerial Vehicle imagery
Published 2021“…One of the potential use of UAV imagery data for analyzing the impact of selective logging is by obtaining tree stump information. …”
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The effectiveness of bottom up technique with probabilistic approach for a Malay parser
Published 2018“…This task is performed by a parser which will produce a parse tree as output. However, a problem occurs when the parsing process produces two or more parse trees in which the parser unable to represent a precise parse tree. …”
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Performance evaluation of intrusion detection system using selected features and machine learning classifiers
Published 2021“…Some of the main challenges in developing an effective network-based intrusion detection system (IDS) include analyzing large network traffic volumes and realizing the decision boundaries between normal and abnormal behaviors. …”
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Implication of image processing algorithm in remote sensing and GIS applications
Published 2011“…This paper generally analyzed and branch out algorithms to perceive their limitations and delimitation. …”
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Loan Eligibility Classification Using Machine Learning Approach
Published 2023“…Machine learning is becoming increasingly vital in various domains, including loan eligibility classification, due to its ability to analyze large amounts of data, develop predictive models, adapt to new information, and automate processes. …”
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Undergraduates Project Papers -
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Determination of tree stem volume : A case study of Cinnamomum
Published 2013“…Modelling of trees has attracted scientific research in various fields and disciplines since trees and forests play very important roles in the global system. …”
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Translating conventional wisdom on chicken comb color into automated monitoring of disease-infected chicken using chromaticity-based machine learning models
Published 2024“…Logistic Regression, Support Vector Machines (SVMs), K-Nearest Neighbors (KNN), and Decision Trees have been developed to detect infected chickens using the chromaticity data. …”
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Near-infrared spectroscopy modeling of combustion characteristics in chip and ground biomass from fast-growing trees and agricultural residue
Published 2024“…The investigation is conducted through direct combustion in an air environment using a thermogravimetric analyzer (TGA). Additionally, partial least squares regression (PLSR)-based models were developed to assess combustion performance indices via near-infrared spectroscopy (NIRS), serving as a non-destructive alternative method. …”
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