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NN with DTW-FF Coefficients and Pitch Feature for Speaker Recognition
Published 2006“…The idea behind this method is due to neural network (NN) limitation where a fixed amount of input nodes is needed for every input class especially in the application of multiple inputs. The new feature processing used the modified version of traditional DTW called as DTW-FF algorithm to fix the input size so that the source and template frames have equal number of frames. …”
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VOICE RECOGNITION FOR SECURITY PURPOSES
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Final Year Project -
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Animal voice recognition for identification (ID) detection system
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Conference or Workshop Item -
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A study on classification learning algorithms to predict crime status.
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Human health status IoT device using data optimization algorithm / Albin Lemuel Kushan ... [et al.]
Published 2021“…This project aims to produce a device that can be used to identify the current health status of a person using sensor and a data optimization algorithm. …”
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Book Section -
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Classification models for higher learning scholarship award decisions
Published 2018“…Five algorithms were employed to develop a classification model in determining the award of the scholarship, namely J48, SVM, NB, ANN and RT algorithms. …”
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Modelling and simulation of drying process for ceramic membrane fabrication
Published 2015“…For ages, ceramic properties and structure is known for its brittleness and its failure such as cracking and warping. …”
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A review of object detection in traffic scenes based on deep learning
Published 2024“…It systematically summarizes the Development and current research status of object detection algorithms, and compare the characteristics, advantages and disadvantages of the two types of algorithms. …”
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Node status detection and information diffusion in router network using scale-free network
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Proceeding Paper -
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Poverty Classification of Central Perak Population Using Machine Learning
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Final Year Project -
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Intelligent technique for grading tropical fruit using magnetic resonance imaging
Published 2013“…Levenberg-Marquardt algorithm (trainlm) gave the best performance fitness out of different types of backpropagation algorithm used with least Mean Square Error (MSE) of 0.0814 corresponding to R-value of 0.8094. …”
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ANALYSIS OF BIOSENSOR PHYSIOLOGICAL SIGNALS FOR ASSESSMENT OF NEUROLOGICAL STATUS
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Final Year Project -
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The use of hyperspectral remote sensing systems in precision agriculture: current status and future trends
Published 2016“…The types of platforms and sensors as well as the algorithms used in the processing of hyperspectral data for agricultural applications are discussed. …”
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Conference or Workshop Item -
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Enhancement load balancing in failover web server by using HTTP-response status techniques with pfsense opensource / Muhammad Hafiz Ramli
Published 2020“…There are few load balancing algorithms available that help load balance works efficiently across multiple servers. …”
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Review of Multi-Objective Swarm Intelligence Optimization Algorithms
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Propose a New Machine Learning Algorithm based on Cancer Diagnosis
Published 2018“…In this review, we focus on the current status of machine learning applications in cancer research, also propose a new algorithm Fast Learning Network to work based on cancer research.…”
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