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1
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…Recently, various techniques based on different algorithms have been developed. However, the classification accuracy and computational cost are not satisfied. …”
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2
A web-based implementation of k-means algorithms
Published 2022“…Firstly, k-luster could incorporate additional clustering algorithms, or even classification algorithms in the future. …”
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Final Year Project / Dissertation / Thesis -
3
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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4
Development of dynamic programming algorithm for maintenance scheduling problem
Published 2020“…Then, from the model developed, a formulation was created based on the problem of the maintenance schedule proposed. …”
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5
Solving multi-objective dynamic vehicle routing problem with time windows using multi-objective algorithm
Published 2022“…Therefore, it brings a significant contribution if this study can be carried out because it represents the daily real-life problem in transportation. To solve this problem, it needs to be modelled and an algorithm is needed to be developed and tested to ascertain its efficiency and effectiveness. …”
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Final Year Project / Dissertation / Thesis -
6
Sports tournament scheduling using genetic algorithm / Hafeezur Syakir Abdul Motok@Mohd Ridzuan
Published 2020“…In this report, a Genetic Algorithm (GA) is applied for solving University sports timetabling problems. …”
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7
Invigilation timetabling system using genetic algorithm (GA) / Shahirah Mohamed Hatim
Published 2011“…This prototype system is developed for the purpose of assigning lecturers to examination rooms during the final examination. …”
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8
A simulation software for DNA computing algorithms implementation
Published 2010“…This simulation software capability is unlimited where problem of any size and complexity can be simulated, thus saving cost due to possible errors during the design process. …”
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9
Some metaheuristic algorithms for solving multiple cross-functional team selection problems
Published 2022“…We can find solutions to the team selection problem in many different areas. The problem solver needs to scan across a large array of available solutions during their search. …”
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10
Smart energy meter with adaptive communication data transfer algorithm for electrical energy monitoring
Published 2021“…Thus, in this thesis, a new Smart Energy Meter (SEM) with adaptive data transfer algorithm is designed to accommodate the problem. …”
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11
Process Sequencing Modeled as TSP with Precedence Constraints - A Genetic Algorithm Approach
Published 2014“…In this study a new genetic algorithm (GA) procedure is developed which includes chromosome’s repairing strategy based topological sort to handle the precedence constraints and to generate only feasible solution during the evolutionary process. …”
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12
Fetal heart rate monitoring during pregnancy for assessing the well-being of the fetus
Published 2018“…A real-time algorithm has been developed for the simultaneous measurement of the fetal and maternal heart rates from the abdominal signal. …”
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13
Fetal heart rate monitoring during pregnancy for assessing the well being of the fetus
Published 2017“…A real-time algorithm has been developed for the simultaneous measurement of the fetal and maternal heart rates from the abdominal signal. …”
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Proceeding Paper -
14
Fetal heart rate monitoring during pregnancy for assessing the well being of the fetus
Published 2018“…A real-time algorithm has been developed for the simultaneous measurement of the fetal and maternal heart rates from the abdominal signal. …”
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15
Integrated optimal control and parameter estimation algorithms for discrete-time nonlinear stochastic dynamical systems
Published 2011“…The algorithm developed in this thesis contains three sub-algorithms. …”
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16
A refined differential evolution algorithm for improving the performance of optimization process
Published 2011“…Various Artificial Intelligent (AI) algorithms can be applied in solving optimization problems. …”
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Conference or Workshop Item -
17
An improved leader particle swarm optimisation algorithm for solving flexible ac transmission systems optimisation problem in power system
Published 2014“…It should efficiently mitigate premature convergence problem and result in lower amounts of overloads, voltage deviations and power losses (than existing algorithms) in D-TCSC allocation problem during line outage contingencies. …”
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18
Ant system with heuristics for capacitated vehicle routing problem
Published 2013“…Meanwhile, modification was made on the evaporation procedure during the pheromone update process. As a route improvement strategy, two heuristics which are the swap among routes procedure and 3-opt algorithm are also employed within the ASH algorithm. …”
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19
Water level forecasting using feed forward neural networks optimized by African Buffalo Algorithm (ABO)
Published 2019“…ABO has been successful in solving many improvement problems. These successes motivate the development and investigation of its efficiency in training Feed Forward Neural Networks (FFNNs), for solving training process issues. …”
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20
Development of behavior-based reactive navigation system for mobile robot
Published 2013“…This proved the developed navigation algorithm not only satisfied its objective but also has reliability in its performance.…”
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Thesis