Search Results - (( automated classification process algorithm ) OR ( java implication based algorithm ))
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Using KNN algorithm for classification of textual documents
Published 2023“…Classification (of information); Information retrieval systems; Learning systems; Nearest neighbor search; Tellurium compounds; Text processing; Automated classification; Exponential growth; K nearest neighbor (KNN); k-NN algorithm; Text classification; Textual documents; Two sources; Learning algorithms…”
Conference Paper -
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An Automated System For Classifying Conference Papers
Published 2021“…This project is aimed to develop an automated web-based conference paper system for the manual process of assigning papers to reviewers by using classification models. …”
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Final Year Project / Dissertation / Thesis -
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An Automated Strabismus Classification Using Case-Based Reasoning Algorithm For Binocular Vision Management System
Published 2023“…Thus, with the Agile methodology, the Binocular Vision Management system is proposed which comprised of two components, a web-based component for patient, treatment, and appointment management, and a machine learning component for automating the strabismus classification by using case-based reasoning algorithm. …”
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Undergraduates Project Papers -
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Vehicle classification technique for automated road traffic census
Published 2014“…This thesis proposes the development of vehicle classification technique for automated road traffic census prototype to replace manually vehicle classification by applying morphological techniques for image classification. …”
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Final Year Project Report / IMRAD -
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Swarm negative selection algorithm for electroencephalogram signals classification
Published 2009“…Therefore, there is a strong need to automate this process. Such automated systems must rely on robust and effective algorithms for detection and prediction. …”
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Article -
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A preliminary study on automated freshwater algae recognition and classification system / Hayat Mansoor Abdullah
Published 2012“…Experiment for comparison between manual process identification by experts with automated recognition process performed by system. …”
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Thesis -
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Deep learning-based item classification for retail automation
Published 2025“…This project also addresses the limitations of current methods and provides a scalable solution for modern retail automation. Furthermore, this project contributes to the field of retail automation by offering a scalable and adaptable solution for real-time item classification. …”
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Final Year Project / Dissertation / Thesis -
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AUTOMATED VEHICLE COUNTING AND CLASSIFICATION SYSTEM FOR TRAFFIC CENSUS
Published 2012“…To overcome this problem, an automated traffic census system based on image processing is introduced which can be used to count and to classify the classes of the vehicle. …”
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Final Year Project -
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The application of neural network data mining algorithm into mixed pixel classification in geographic information system environment
Published 2007“…However, hyperspectral image systems produce large data sets that are not easily interpretable by visual analysis and therefore require automated processing algorithm. The challenging of pattern recognition associated with hyperspectral images is very complex processing due to the presence of considerable number of mixed pixels. …”
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Conference or Workshop Item -
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Automated road traffic census using image processing technique
Published 2013“…The third phase is vehicle counting and classification stage. In this phase, information of bounding box such as center point, width and height of the identified vehicles are used in implementing the counting and classification algorithm. …”
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Final Year Project Report / IMRAD -
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Automated leaf alignment and partial shape feature extraction for plant leaf classification
Published 2019“…The last few decades have witnessed various approaches to automate the process of plant classification using the characteristics of the leaf. …”
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Article -
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Comparison of fully automated and semi-automated methods for species identification
Published 2018“…We have built fully automated and semi-automated species classification models using the monogenean species image dataset. …”
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Evaluation and Comparative Analysis of Feature Extraction Methods on Image Data to increase the Accuracy of Classification Algorithms
Published 2024“…The classification algorithm used in this research is the Convolutional Neural Network (CNN) algorithm. …”
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Waste management using machine learning and deep learning algorithms
Published 2020“…So, we are proposing an automated waste classification problem utilizing Machine Learning and Deep Learning algorithms. …”
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Article -
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Intelligent Color Vision System For Ripeness Classification Of Oil Palm Fresh Fruit Bunch
Published 2015“…The system consists of an image acquisition system, image processing component and oil palm FFB classification system. …”
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Thesis -
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Development of sorting system for oil palm in vitro shoots using machine vision approach
Published 2014“…Based on SOTA and classification task decision, a sorting algorithm that can acquire, recognize, and eject a shoot has been improved and tested in an offline mode. …”
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Thesis -
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Text classification using Naive Bayes: An experiment to conference paper
Published 2005“…This process is time consuming and may classify papers into unrelated themes.Based on this situation, an automated text document classification can replace the manual classification; hence reduce the decision time.In this paper, the similar algorithm that was applied in the previous experiment for the forum messages classification will be discussed according to the experiment for conference paper classification.…”
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Conference or Workshop Item
