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OPTIMIZING HYBRID ELECTRIC VEHICLE ENERGY UTILIZATION BASED ON PARTICLE SWARM OPTIMIZATION ALGORITHM
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Final Year Project Report / IMRAD -
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Distributed learning based energy-efficient operations in small cell networks
Published 2023“…Simulation results demonstrate improved performance in power consumption, load, sum rate, utility, learning rate, convergence, and energy efficiency for small base stations (SBSs) and user equipment (UEs) compared to four benchmarked algorithms, including WMMSE, game theory, Q-learning, and DRL. …”
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Efficient document retrieval system using locality sensitive hashing nearest neighbor algorithm and weighted jaccard distance for retrieving closest personalities
Published 2024“…The results presented in this paper show that the TF-IDF scheme with Locality Sensitive Hashing Nearest Neighbor Algorithm using the Weighted Jaccard Distance can yield superior retrieval efficiency when contrasted with alternative approaches found in the existing literature.…”
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Article -
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Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
Published 2016“…This study designed a system based on fuzzy logic and followed by an introduction of an efficient and precise algorithm for scheduling resources for improving the reliability of cloud computing. …”
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Improved opposition-based particle swarm optimization algorithm for global optimization
Published 2021“…Enhancing algorithm efficiency relative to the symmetric concept is a critical challenge in the field of information security. …”
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Deep learning based emotion recognition for image and video signals: matlab implementation
Published 2021“…Five emotions are considered for recognition: angry, happy, neutral, sad, and surprise, compared to previous algorithms. Different pre-processing steps have been carried over data samples, followed by the popular and efficient Viola-Jones algorithm for face detection. …”
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Book -
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Kernel and multi-class classifiers for multi-floor wlan localisation
Published 2016“…The improved accuracy is due to better performance of proposed floor and horizontal localisation algorithm while the computational time is reduced due to introduction of AP selection algorithm.…”
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Designing and implementation of robot mapping algorithm for mobile robot
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Proceeding Paper -
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FPGA implementation of variable precision Euclid’s GCD algorithm
Published 2017“…Introduction: Euclid's algorithm is well-known for its efficiency and simple iterative to compute the greatest common divisor (GCD) of two non-negative integers. …”
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CDRA: A Community Detection based Routing Algorithm for Link Failure Recovery in Software Defined Networks
Published 2021“…This paper presents a community detection-based routing algorithm (CDRA) for link failure recovery in SDN. …”
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An extended adaptive mechanism of evolutionary based channel assignment via reinforcement
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Research Report -
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Hybrid Metaheuristic Algorithm and Metaheuristic Performance Measurement for Solving University Course Timetabling Problem
Published 2007“…Tp_HEA is based on two solutions that represent intensification at one point and diversification on the other point. …”
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Evaluation of intracerebral haemorrhages surface area using artificial intelligence in computed tomography
Published 2022“…Conclusion: The automated AI-based algorithm significantly improved the ICH surface area measurement from the CT brain with higher accuracy and efficiency in comparison to the conventional method.…”
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Green network planning and operational power consumption optimization in LTE-A using artificial intelligence
Published 2015“…The second stage of the developed algorithm optimizes the average number of relay station per base station and their distance from the respective base station to meet the capacity constraint of the network operator. …”
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Web service applications and consumer environments based on ICT-driven optimization
Published 2022“…Therefore, this paper proposes a service recommendation model based on the hybrid embedding of multiple networks and designs a multinetwork hybrid embedding recommendation algorithm. …”
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Optimal recloser placement for improving distribution system reliability using particle swarm optimization / Nur Afifah Auni Mohd Nasir
Published 2017“…The optimization method is solved using Particle Swarm Optimization (PSO) algorithm that has gained much popularity among researchers since after its introduction. …”
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Practical considerations on Quantum Key Distribution (QKD)
Published 2013“…The advancement of the quantum computing is challenging the foundation of the cryptography by its almost unlimited computation power to predict the secure key that is thought to be absolutely secure based on the currently used algorithms such as the RSA and the Diffie-Hellman and others. …”
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Proceeding Paper -
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Evaluation of UDP-based reliable transport protocols in wireless network: article / Madzirin Masirap
Published 2014“…UDT protocol is most efficient in term of CPU usage but jt has lesser throughput. …”
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Evaluation of UDP-based reliable transport protocols in wireless network / Madzirin Masirap
Published 2014“…UDT protocol is most efficient in term of CPU usage but jt has lesser throughput. …”
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