Search Results - (( course evaluation model algorithm ) OR ( text classification _ algorithm ))
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Enhancing teaching and learning through data-driven optimization of servicing code demand and lecturer allocation using WEKA analysis
Published 2025“…Attribute selection through Information Gain Attrite Evaluation model highlighted Program Code, Course Code and Type of Course as the strongest predictors of course approval and demand levels. …”
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Evaluate the performance of university course timetabling problem with different combinations of genetic algorithm
Published 2025“…University course timetabling problem (UCTP) is a scheduling problem that requires courses to be assigned to the limited time slots, classrooms, and lecturers, while adhering to a set of predefined constraints. …”
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Final Year Project / Dissertation / Thesis -
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Enhanced ontology-based text classification algorithm for structurally organized documents
Published 2015“…This research combines the ontology and text representation for classification by developing five algorithms. …”
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Text Extraction Algorithm for Web Text Classification
Published 2010“…This study provides a text extraction algorithm for web text classification. …”
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Comparative analysis of text classification algorithms for automated labelling of quranic verses
Published 2017“…In this paper, we propose to automate the labelling task of the Quranic verse using text classification algorithms. We applied three text classification algorithms namely, k-Nearest Neighbour, Support Vector Machine, and Naïve Bayes in automating the labelling procedure. …”
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An extended oversampling method for imbalanced Quranic text classification based on a genetic algorithm
Published 2023“…However, the process of Quranic text classification is not without its challenges. …”
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Utilizing artificial bee colony algorithm as feature selection method in Arabic text classification
Published 2023“…One of the widely used algorithms for feature selection in text classification is the Evolutionary algorithm . …”
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Analysis and evaluation of various aspects of solar radiation in the Palestinian territories
Published 2023“…This paper aims to evaluate the different models used to analyze different aspects of solar radiation in the Palestinian territories. …”
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Analysis and evaluation of various aspects of solar radiation in the Palestinian territories
Published 2013“…This paper aims to evaluate the different models used to analyze different aspects of solar radiation in the Palestinian territories. …”
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An artificial intelligence approach to monitor student performance and devise preventive measures
Published 2023“…We developed a set of prediction models with distinct machine learning algorithms. …”
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Knowledge base processing method based on text classification algorithm
Published 2023“…The text classification algorithm's knowledge base processing method utilizes existing data from the knowledge base to guide the construction and training of the classification model. …”
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Conference or Workshop Item -
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Ant colony algorithm for web page classification
Published 2008“…This paper investigates usage of a swarm intelligence algorithm in the field of the web page classification; Focusing on Persian web pages. …”
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Conference or Workshop Item
