Search Results - (( based classification path algorithm ) OR ( changes optimization sensor algorithm ))
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A wireless interference-aware internet-of-things gateway placement framework with genetic algorithm approach
Published 2022“…However, there is no existing gateway placement scheme that considers all the factors of number of gateways, sensor nodes coverage, lateral bound (inter-gateway) connections, redundancy for fault tolerance and dynamic changes of sensor nodes’ location. …”
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Final Year Project / Dissertation / Thesis -
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Whale Optimisation Freeman Chain Code (WO-FCC) extraction algorithm for handwritten character recognition
Published 2021“…In this paper, we propose a metaheuristic method for feature extraction algorithm with Whale Optimisation Algorithm (WOA) based HCR. …”
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Distributive and self-sustainable scheduling algorithm for wireless sensor networks
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Distributive and self-sustainable scheduling algorithm for wireless sensor networks
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Distributive and self-sustainable scheduling algorithm for wireless sensor networks
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Ant colony algorithm for text classification in multicore-multithread environment / Ahmad Nazmi Fadzal
Published 2017“…ACO classification accuracy is compared to Genetic Algorithm classifier which also a wrapper method. …”
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Thesis -
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A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks / Salmah Fattah
Published 2022“…The results obtained are then analysed to assess the proposed solution’s performance in obtaining each deployment objective’s optimal value. Finally, the proposed algorithm’s effectiveness regarding node coverage, energy consumption, Pareto-optimal value, and algorithm execution time is validated using three Pareto-optimal metrics: including inverted generation distance (IGD), hypervolume, and diversity. …”
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Thesis -
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A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks
Published 2022“…The results obtained are then analysed to assess the proposed solution's performance in obtaining each deployment objective's optimal value. Finally, the proposed algorithm's effectiveness regarding node coverage, energy consumption, Pareto-optimal value, and algorithm execution time is validated using three Pareto-optimal metrics: including inverted generation distance (IGD), hypervolume, and diversity. …”
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Thesis -
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A real-time algorithm of optical tactile sensor for surface characterization / Nurul Fathiah Mohamed Rosli
Published 2016“…Many advances have been made in terms of sensor technology for sensitivity optimization. Mostly available optical tactile sensors are bulky, inflexible and lack dexterity for applications with limited or space constraint. …”
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Thesis -
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On Clustering Algorithm Of Coverage Area Problems In Wireless Sensor Networks
Published 2024“…In the following paper, the effect that changing the fitness cap used in the genetic algorithm has, on a WSN, in terms of lifespan and the quality of lifespan, is documented. …”
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Fuzzy logic based link status classification for efficient multipath routing in multi-hop wireless mesh networks
Published 2014“…This problem can best be modelled through fuzzy logic based classification that is based on continuous values. …”
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A Survey Of Supervised Machine Learning In Wireless Sensor Network: A Power Management Perspective
Published 2013“…This survey paper is focused on the discussion of best optimal path routing algorithms in wireless sensor networks by using supervised machine learning approaches. …”
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An Improved Distributed Scheduling Algorithm for Wireless Sensor Networks
Published 2012“…In contrast to earlier traditional scheduling algorithms of medium access control (MAC), which are generally designed for sequential slot assignments, this paper presents an improved algorithm for distributed scheduling. …”
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Applying SAX-based time series analysis to classify EEG signal using a COTS EEG device
Published 2021“…The main motivation of this study is to find out techniques that may improve EEG signal classification. SAX algorithm may bring improvement to classic time series classification, so we investigate it`s impact on EEG signal classification. …”
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Thesis -
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HDRA: A Haybird Data Reduction and Routing Algorithm
Published 2024“…It strives to decrease the packet transmission by sensor nodes, especially when there's minimal change in sensor readings. …”
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Article -
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Implementation of machine learning algorithm in preventing network congestion
Published 2023text::Final Year Project -
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HDRA: A Haybird Data Reduction and Routing Algorithm
Published 2024“…It strives to decrease the packet transmission by sensor nodes, especially when there's minimal change in sensor readings. …”
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