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Evaluate the performance of university timetabling problem with various artificial intelligence techniques
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Final Year Project / Dissertation / Thesis -
2
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 -
3
A PSO inspired asynchronous cooperative distributed hyper-heuristic for course timetabling problems
Published 2017“…The performances of the proposed cooperative hyper-heuristics are evaluated using the standard course timetabling benchmark problem. …”
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Article -
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Intelligent agent for e-commerce using genetic algorithm / Kok Sun Sun
Published 2000“…This system is achieved using the Genetic Algorithm which is capable of performing information retrieval and learning algorithm. …”
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Thesis -
5
Object-oriented online course recommendation systems based on deep neural networks
Published 2024“…To tackle these issues, this paper introduces a comprehensive analysis and design of an object-oriented online course recommendation system. Employing a deep neural network algorithm for course recommendation, our system adeptly captures user preferences, course attributes, and intricate relationships between them. …”
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Article -
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Monolingual and Cross-language Information Retrieval Approaches for Malay and English Language Document
Published 2006“…The results show that there is an improvement in performance from non-stemmed Malay to stemmed Malay, and also from previous stemming algorithm to the new stemming algorithm. …”
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Thesis -
7
Object-oriented online course recommendation systems based on deep neural networks
Published 2024“…To tackle these issues, this paper introduces a comprehensive analysis and design of an object-oriented online course recommendation system. Employing a deep neural network algorithm for course recommendation, our system adeptly captures user preferences, course attributes, and intricate relationships between them. …”
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Article -
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Adaptive intelligence job online scheduling within dynamic grid environment based on gridsim
Published 2008“…Additionally, the provided common information from Grid Information Service (GIS) and an arrival new job are calculated by Fuzzy C-Means (FCM) algorithm in order· to evaluate the current status of resources and groups of arrival jobs. …”
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Information retrieval system (IRS) process on Hansard document / Suraya Saad
Published 2007“…This research develops an algorithm which will enhance the current system. One of the IR process is to split the document into subdocument to ease searching relevant information. …”
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Thesis -
10
Boyer-Moore horspool algorithm used in content management system of data fast searching
Published 2017“…Therefore, from this paper, Boyer-Moore Horspool Algorithm is being chosen to use in content management system after comparing a few searching algorithm in research which will state in this article. …”
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Article -
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Content-based recommender system for an academic social network / Vala Ali Rohani
Published 2014“…The situation, however, leads to a great challenge in terms of information overload among social network users. Recommender systems (RSs) alleviate this problem with a technique that suggests relevant information from the abundance of Web data by considering the user’s previous preference. …”
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12
An intelligent data mapping for hydrological information system (his) cube data base to cater from various data types
Published 2004“…Information Extraction is a process that extracts information from existing system source and stores into a database. …”
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Monograph -
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Book recommender mobile application / Amir Imran Kamaludin
Published 2021“…The item based collaborative filtering are used in this system with Cosine based similarity algorithm as the main algorithm.…”
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A simulation tool to evaluate the usability of agent centric Resource-Event-Agent (REA) database modeling methodology: The development of revenue cycle in accounting information sy...
Published 2023“…Respondents will be asked to test both system prototypes translated from event approach and agent approach. …”
Conference paper -
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Cryptographic Algorithm Using Matrix Inversion as Data Protection
Published 2011“…This study aimed at providing algorithms to secure sensitive information in store or in transit via unsecure channels from the hands of the Internet criminals by scrambling the sensitive information into a set of linear equations in matrix form and deciphering by solving the systems of the linear equations in conjunction with the principles of the delta encoding scheme, a formula and a lookup alphanumeric position table. …”
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Article -
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DATA CLASSIFICATION SYSTEM WITH FUZZY NEURAL BASED APPROACH
Published 2005“…However the proposed algorithm offers a promising approach to building intelligent systems.…”
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Final Year Project -
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An Improvement on Extended Kalman Filter for Neural Network Training
Published 2005“…Artificial intelligence systems, such as neural network systems, are widely used to extract and infer knowledge from databases. …”
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Thesis -
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New heuristic function in ant colony system for the travelling salesman problem
Published 2012“…However, one part of the algorithm, called heuristic function, is not updated at any time throughout the process to reflect the new information discovered by the ants.This paper proposes an Enhanced Ant Colony System algorithm for solving the Travelling Salesman Problem.The enhanced algorithm is able to generate shorter tours within reasonable times by using accumulated values from pheromones and heuristics.The proposed enhanced ACS algorithm integrates a new heuristic function that can reflect the new information discovered by the ants. …”
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Conference or Workshop Item -
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A collaborative filtering recommender system for infrequently purchased product using slope-one algorithm and association rule mining
Published 2015“…In order to attract tourist from all over places, information conveyance is important. …”
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