Search Results - (( based evaluation _ algorithm ) OR ( user identification ((new algorithm) OR (tree algorithm)) ))
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Keylogger detection analysis using machine learning algorithm / Muhammad Faiz Hazim Abdul Rahman
Published 2022“…Plus, to analyse the efficiency of a detection model on keylogger dataset by evaluating a selection of attributes. Besides, to test the accuracy of detection models on keylogger dataset comparing two machine learning algorithms. …”
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Student Project -
2
Sketch-based 3D modeling of symmetric objects from wireframe sketches on paper
Published 2016“…The results of the validation show a complete similarity between each original face and the output from our algorithm. Furthermore, the algorithm is also evaluated by human experts and shows 100% correctness.…”
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Thesis -
3
Adaptive differential evolution algorithm with fitness based selection of parameters and mutation strategies / Rawaa Dawoud Hassan Al-Dabbagh
Published 2015“…The adaptive repository mechanism is a general scheme and can be embedded with high flexibility into any population-based evolutionary algorithm. Moreover, this work is extended to integrate the SPX crossover operator with the adaptive ARDE algorithm in a new way of implementation in order to make the adaptive ARDE algorithm satisfy both the global and local search requirements. …”
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Thesis -
4
An improved framework for content and link-based web spam detection: a combined approach
Published 2021“…The link-based web spam detection framework initially exposed the relationship network behind the link spamming and then used the paid-links database algorithm, spam signals algorithm, and improved link farms algorithm for link-based web spam identification. …”
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Thesis -
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Selection and optimization of peak features for event-related eeg signals classification / Asrul bin Adam
Published 2017“…In the preliminary study, the algorithm is evaluated on the four different peak models of the three EEG signals using the artificial neural network (ANN) with particle swarm optimization (PSO) as learning algorithm. …”
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Thesis -
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Secure Access To Authorized Resources Based On Fingerprint Authentication
Published 2003“…The database can be manipulated (insertion, retrieving, and deletion) rapidly using the Adelson Velskii and Landis (AVL) tree searching technique. The A VL tree is used to increase the compression ratio as its compression algorithm works efficiently for all types of data. …”
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Thesis -
7
A MATLAB-Based Convolutional Neural Network Approach For Face Recognition System
Published 2016“…This paper discusses a method on developing a MATLAB-based Convolution Neural Network (CNN) face recognition system with Graphical User Interface (GUI) as the user input. …”
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Article -
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Self-calibration algorithm for a pressure sensor with a real-time approach based on an artificial neural network
Published 2018“…Accordingly, this paper describes a new self-calibration methodology for nonlinear pressure sensors based on an LMBP-ANN model. …”
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Article -
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Efficient kerberos authentication scheme for cross-domain systems in industrial internet of things using ECC
Published 2021“…A new multi-factor authentication scheme is designed using the AES-ECC algorithm based on Kerberos workflow to establish secure, efficient, and lightweight communication between the user and the targeted IIoT devices to avoid the issues. …”
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Thesis -
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Real time self-calibration algorithm of pressure sensor for robotic hand glove system
Published 2019“…This provides a useful methodology for the user to evaluate the performance of any measurement system in a real-time environment.…”
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Thesis -
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Image segmentation method for boundary detection of breast thermography using random walkers
Published 2013“…All images used for this study were captured by state of the art forward looking infrared (FLIR) thermal cameras and have good resolution and sensitivity. The developed algorithm needs no human intervention until the final result is displayed to the user, if the user is not satisfied with the segmentation results he/ she can appoint new seeds interactively to fine tune the segmentation. …”
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Thesis -
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Investigating optimal smartphone placement for identifying stairs movement using machine learning
Published 2023“…Accurate identification of human activities is crucial in conveying essential gait information to users for the recognition of human movement activities. …”
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Article -
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Crown counting and mapping of missing oil palm tree using airborne imaging system
Published 2019“…This helps to facilitate semi-skillful users to implement the tree counting algorithms. …”
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Thesis -
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Detection of multiple mangoes using histogram of oriented gradient technique in aerial monitoring
Published 2016“…The project uses shape identification algorithm and Histogram of Oriented Gradient principle to detect and count the total number of mango on its tree using a quad copter with an attachable webcam. …”
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Article -
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Analysis of Online Social Network Connections for Identification of Influential Users
Published 2018“…This article presents a detailed survey of influential users’ identification algorithms and their performance evaluation approaches in OSNs. …”
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Rapid lard identification with portable electronic nose
Published 2017“…A portable reliable device with an ability to identify lard rapidly can be convenient to users concerned about lard adulteration. The prototype was examined using K-Nearest Neighbors algorithm (KNN), Support Vector Machine (SVM), Bagged Trees and Simple Tree, and can identify lard with the highest accuracy of 95.6% among three types of fat (lard, chicken and beef) in liquid form over a certain range of temperature using KNN.…”
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Proceeding Paper -
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Rapid lard identification with portable electronic nose
Published 2017“…A portable reliable device with an ability to identify lard rapidly can be convenient to users concerned about lard adulteration. The prototype was examined using K-Nearest Neighbors algorithm (KNN), Support Vector Machine (SVM), Bagged Trees and Simple Tree, and can identify lard with the highest accuracy of 95.6 among three types of fat (lard, chicken and beef) in liquid form over a certain range of temperature using KNN. © Published under licence by IOP Publishing Ltd.…”
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Article -
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Identifying the influential spreaders in multilayer interactions of online social networks
Published 2016“…The measurement results are found to be more reliable when the identification algorithms are applied to proposed topological representation compared when these algorithms are applied to single layer representations.…”
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Article -
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A multimodal biometric detection system via rotated histograms using hough lines
Published 2015“…Several systems require full identification of a user, as any misclassification may deteriorate the performance of the entire system. …”
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