Search Results - (( learning implementation recognition algorithm ) OR ( java simulation optimization algorithm ))
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Jogging activity recognition using k-NN algorithm
Published 2022“…The k-NN algorithm is a simple and easy-to-implement supervised machine learning algorithm that can be used to solve both classification and regression problems. …”
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Academic Exercise -
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Study Of Modified Training Algorithm For Optimized Convergence Speed Of Neural Network
Published 2016“…First proposed algorithm is the combination of momentum algorithm with adaptive learning rate (ALR) algorithm, and second proposed algorithm is the combination of momentum algorithm with automatic learning rate selection (ALRS) algorithm. …”
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Thesis -
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Coalition of genetic algorithms and artificial neural network for isolated spoken Malay speech recognition / Noraini Seman
Published 2012“…Genetic Algorithm (GA) based learning technique provides an alternative way that involves controlling the learning complexity by adjusting the number of weights of the ANN. …”
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Deep Learning Based Face Attributes Recognition
Published 2018“…The goal of this Final Year Project is to create a complete Face Attributes Recognition for security or facility. The automated face identification application is helpful in assisting forensic to survey an area with the implementation of Machine Learning (ML). …”
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Monograph -
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Deep learning in face recognition for attendance system: an exploratory study / Mochamad Azkal Azkiya Aziz, Shahrinaz Ismail and Noormadinah Allias
Published 2022“…Among many approaches to implement face recognition, this research focuses on using deep learning approaches as it has been proven to give promising results. …”
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Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection
Published 2022“…The simulation is implemented with iFogSim and java programming language. …”
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Age And Gender Recognition Mobile App
Published 2023“…After reviewing existing age and gender recognition mobile app, Convolutional Neural Network (CNN), one of the deep learning algorithms is implement in this proposed system. …”
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Final Year Project Report / IMRAD -
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EEG-based emotion recognition using machine learning algorithms
Published 2024“…Thus, this project proposed an optimised machine learning algorithms to classify emotion by analysing brain activity using Electroencephalogram (EEG) signals. …”
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Old Jawi manuscript: Digital recognition / Zaidi Razak
Published 2016“…The evaluation results show that the proposed approach outperforms the algorithms of other recognition methods used for comparison. …”
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FPGA implementation of handwritten number recognition using artificial neural network
Published 2019“…Implementation of Deep Learning and Machine Learning Algorithms is always a challenge as they consume a lot of resources and power. …”
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Conference or Workshop Item -
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Parallel backpropagation neural network training for face recognition
Published 2023“…In this paper, we describe implementation of ANN training process using backpropagation learning algorithm for exploiting the high performance SIMD architecture of GPU using CUDA. …”
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Face expression recognition using artificial neural network (ANN) / Mazuraini Ghani
Published 2005“…This project is all about implementing the back-propagation neural network algorithm in classification of face expression. …”
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Thesis -
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Enhancement of Ant Colony Optimization for Grid Job Scheduling and Load Balancing
Published 2011“…Global pheromone update is performed after the completion of processing the jobs in order to reduce the pheromone value of resources. A simulation environment was developed using Java programming to test the performance of the proposed EACO algorithm against existing grid resource management algorithms such as Antz algorithm, Particle Swarm Optimization algorithm, Space Shared algorithm and Time Shared algorithm, in terms of processing time and resource utilization. …”
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Ant colony optimization algorithm for load balancing in grid computing
Published 2012“…The proposed algorithm is known as the enhance ant colony optimization (EACO). …”
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Monograph -
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Spiking Neural Network For Energy Efficient Learning And Recognition
Published 2020“…Demonstration of digit recognition using SNN hardware implementation on FPGA has been performed. …”
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Emotion recognition and analysis of netizens based on micro-blog during covid-19 epidemic
Published 2022“…The empirical part adopts dictionary emotion recognition method and machine learning emotion recognition respectively. …”
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Distributed Multi-Feature Recognition Scheme for Greyscale Images
Published 2011“…Distributed Hierarchical Graph Neuron (DHGN) is a distributed single-cycle learning pattern recognition algorithm that can scale from coarse-grained to fine-grained networks and it has comparable accuracy to contemporary image recognition schemes. …”
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