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Optimal path planning algorithm for swarm robots using bat algorithm with mutation (bam)
Published 2022“…However, there is still room for improvement such as implementing the obstacle avoidance algorithm into swarm robot. The objective of this study is to propose Bat Algorithm with Mutation (BAM) for solving the problem of obstacle avoidance of mobile robots. …”
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Undergraduates Project Papers -
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Evaluation of data mining classification and clustering techniques for diabetes / Tuba Pala and Ali Yilmaz Camurcu
Published 2014“…Multilayer Perceptron algorithm has been the best algorithm with the highest success percentage in both of the programs; Decision Trees has been the algorithm which has the lowest success percentage again in both of the programs. …”
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Examination timetabling for undergraduate programme using graph coloring approach / Norarida Abd Rhani ... [et al.]
Published 2021“…Any clashes of timetabling that arise can be detected and remedied immediately. An algorithm based on Graph coloring technique is one of the feasible solutions that can address these issues of managing timetables. …”
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Dynamic force-directed graph with weighted nodes for scholar network visualization
Published 2022“…The approach is realized by creating a web-based interface using D3 JavaScript algorithm that allows the visualization to focus on how data are connected to each other more accurately than the conventional lines of data seen in traditional data representation. …”
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Mobile Learning: An Application Prototype for AVL Tree Learning Object
Published 2010“…Initial testing has shown that a well-presented video clip of AVL tree concept that delivered through mobile phone has a great potential to promote and enhance learning process.…”
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Conference or Workshop Item -
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Mobile Learning: An Application Prototype for AVL Tree Learning Object
Published 2010“…Initial testing has shown that a well-presented video clip of AVL tree concept that delivered through mobile phone has a great potential to promote and enhance learning process.…”
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7
Household overspending model amongst B40, M40 and T20 using classification algorithm
Published 2020“…The results show that the decision tree through J48 algorithm has produced the easiest rule to be interpreted. …”
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Extrema Points Application In Determining Iris Region Of Interest
Published 2019“…The valid ROI was found from the probabilities graph of the SVM obtained by looking at the global minimum conditions determined by a second derivative model in a graph of functions. …”
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An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability
Published 2023“…Additionally, we find that some algorithms are more sensitive to data leakage than others, as seen by the drop in model accuracy when built without leakage. …”
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An Intelligent System Approach to the Dynamic Hybrid Robot Control
Published 1996“…A one-pass smoothing algorithm was used to generate a practical smooth trajectory path in near real time. …”
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Thesis -
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The analysis of road traffic fatality pattern for Selangor, Malaysia case study
Published 2021“…Neural network was seen as the best algorithm to classify road traffic fatality occurrence with 97.0% classification accuracy outperform other algorithms. …”
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Development of a modified adaptive protection scheme using machine learning technique for fault classification in renewable energy penetrated transmission line
Published 2020“…The Random Tree standalone ML-AP relay model presented the best performing models from the ML-APS relay model with the best average performance for the correctly classified fault types of 97.61 % at 5 % significance level above other ML algorithms. …”
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Thesis -
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Random Amplified Polymorphic DNA Analysis of Four Breeds of Sheep in Malaysia
Published 1999“…Genetic distance between populations ranged from 0.1040 to 0.1357 based on the Dice's algorithm while the distance based on the Jaccard's algorithm ranged from 0.1875 to 0.2381. …”
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Thesis -
15
Machine Learning Applications in Multiplayer Online Battle Arena Esports—A Systematic Review
Published 2025“…There are 35 studies included in this systematic review, with most studies on Defence of the Ancients 2 (DotA 2) and League of Legends (LoL). ML algorithms are used to make predictions for different purposes using game mechanics and player profiles as datasets, with random forests, decision trees, logistic regression, neural networks, and more. …”
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