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Mobile machine vision for railway surveillance system using deep learning algorithm
Published 2021“…In this paper, object detection model is developed and implemented with deep learning algorithm. …”
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Proceedings -
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Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
Published 2019“…The current work proposes a technique to detect Botnet attacks using a feed-forward backpropagation artificial neural network. …”
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Failure detection analysis of grid-connected photovoltaic systems in tropical climate region / Nurmalessa Muhammad @ Atan
Published 2020“…The objectives were: to develop the FD algorithm in GCPV system, to identify the types of fault occurrence in FD in GCPV system, and to verify the FD algorithm to be performed in Malaysian climate. …”
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Thesis -
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Early tube leak detection system for steam boiler at KEV power plant
Published 2023Conference Paper -
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Process fault detection and diagnosis using Boolean representation on fatty acid fractionation column
Published 2003“…This advantage is useful in systematically detect failures in process plant. Therefore, an algorithm for the development of process fault detection system in dynamic processes using artificial neural network (ANN) is presented. …”
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Early detection of dengue disease using extreme learning machine
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Optimizing high-density aquaculture rotifer Detection using deep learning algorithm
Published 2022“…Detected rotifer will be counted for estimating the amount of rotifer for feeding or the density population in a rotifer culture. …”
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Developing and validating a simulation model for counting and classification of vehicles
Published 2016“…The results show that the algorithm is capable of counting 95% of the vehicles due to some shaking in the video feed. …”
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Simultaneous fault diagnosis based on multiple kernel support vector machine in nonlinear dynamic distillation column
Published 2022“…In the developed MK-SVM algorithm, multilabel approach based on various kernel functions has been utilized for the classification of simultaneous faults. …”
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Recursive linear network modeling for detecting gas leak
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14
Development Of Artificial Intelligence (Ai) For Image Processing And Conceptual Distance Computation From Camera For Pick And Place Of Oil Palm Fresh Fruit Bunch (Ffb)
Published 2019“…Therefore, the idea of this project is to create a system for a machine to pick and place the crops using an automated bot mounted at the truck with the aid of live feed camera. As early steps, a system of oil palm FFB detection is being created using two algorithms of image processing, YOLO and Tensorflow Object Detection API. …”
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Monograph -
15
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…Recently, various techniques based on different algorithms have been developed. However, the classification accuracy and computational cost are not satisfied. …”
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A preliminary study on automated freshwater algae recognition and classification system / Hayat Mansoor Abdullah
Published 2012“…Then, Image segmentation applied by using canny edge detection algorithm with specific morphological operation to isolate the image objects components. …”
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18
Walking gait event detection based on electromyography signals using artificial neural network
Published 2019“…In many gait applications, the focal events are the stance and swing phases. Although detecting gait events using electromyography signals will help the development of assistive devices such as exoskeleton, orthoses, and prostheses, stance and swing phases have yet to be observed using electromyography signals. …”
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19
Computer vision that can ‘see’ in the dark
Published 2024“…In this work, video in dark environment has first been enhanced using CNN algorithm before feeding into YOLOv7 network for activity recognition. …”
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A step towards the development of VHDL model for ANN based EMG signal classifier
Published 2012“…A feed-forward ANN with back-propagation learning algorithm is used for the classification of EMG signals. …”
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Proceeding Paper
