Search Results - (( _ application among algorithm ) OR ( its detection system algorithm ))*
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Text spam messages classification using Artificial Immune System (AIS) algorithms
Published 2024thesis::master thesis -
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A new mobile botnet classification based on permission and API calls
Published 2024Conference Paper -
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ChoCD : Usable and secure graphical password authentication scheme
Published 2024thesis::master thesis -
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Advance video analysis system and its applications
Published 2010“…It recognizes activities in an application environment, such as in a room, supermarket, car, or security checkpoint. …”
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Article -
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Hybridization of metaheuristic algorithm in training radial basis function with dynamic decay adjustment for condition monitoring / Chong Hue Yee
Published 2023“…Artificial neural network (ANN) has shown effective in various condition monitoring and fault detection applications. ANN is popular due to its capability of identifying the complex nonlinear relationships among features in a large dataset and hence, it can perform with an accurate prediction. …”
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Thesis -
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An Efficient Route Selection based on AODV Algorithm for VANET
Published 2016“…Accident detection systems are one of the most effective (ITS) tools. …”
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Article -
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Compressing and improving fuzzy rules using genetic algorithm and its application to fault detection
Published 2023Conference Paper -
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Hybrid moth flame optimization mppt algorithm for accurate real-time tracking under partially shaded photovoltaic system
Published 2021“…In this study, a four-module 980 W solar PV system together with a DC/DC Boost Converter model was developed in MATLAB-Simulink as the MPPT algorithm test platform. …”
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Thesis -
10
Identifying melanoma characteristics using directional imaging algorithm and convolutional neural network on dermoscopic images / Mohammad Asaduzzaman Rasel
Published 2024“…Advancements in digital dermoscopic image analysis have greatly improved computer-aided Melanoma diagnosis systems. The use of dermoscopic images early detection of Melanoma has gained popularity among researchers due to its non-invasive nature. …”
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11
Hyperparameter tuned deep learning enabled intrusion detection on internet of everything environment
Published 2022“…Here, the novelty of the work is the application of MVO algorithm in fine-turning the hyperparameters involved in BiGRU model. …”
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Article -
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Early prediction of dengue outbreak using Artificial Neural Network (ANN) / Muhammad Sirajuddin Ismail
Published 2024“…The objective is to develop Dengue Outbreak Prediction System using Artificial Neural Network algorithm and evaluate its performance. …”
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Thesis -
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Applying Neural Network to U2R Attacks
Published 2010“…The developed system is applied to different U2R attacks to test its performance. …”
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Conference or Workshop Item -
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Game theoretic approach for exhaustive tactical modelling of node misbehavior in adhoc networking based IOT paradigm/P-RIGS18-020-0020
Published 2019“…On comparing our results with the existing systems, it was found that the proposed algorithm performed better in the detection of malicious nodes, throughput, false positive rate and detection of attacks.…”
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Monograph -
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Rangka kerja keselamatan transaksi bagi pelanggan pelayan berasaskan perdagangan elektronik
Published 2003“…Hashing function implementation have been using in this system as its cryptography algorithm. In authorised data security on client and server research, researcher mainly focused on data intrusions that can occur anytime without users awareness. …”
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Monograph -
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Hybrid fault detection using kalman filter and neural network for quadrotor micro aerial vehicle
Published 2018“…The information will then be fed to ANN, which consists of a bank of parameter estimation that generates the failure state. ANN is an algorithm that is used to determine the fault condition and determine its severity in the quadrotor system. …”
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Thesis -
17
Development of image recognition system for steel defects detection
Published 2022“…For the rusting detection algorithm, a deep learning model, Single Shot Detector (SSD), was trained to detect and crop the hot rolled steel from the input image for colour detection. …”
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Final Year Project / Dissertation / Thesis -
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Adopting genetic algorithm to enhance state-sensitivity partitioning
Published 2015“…Therefore, there is a need to optimize those test cases generated by the SSP in enhancing its effectiveness in detecting faults. Genetic algorithm (GA) has been identified as the most common potential technique among several optimization techniques.Thus, GA is investigated for the integrating with the existing SSP. …”
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Conference or Workshop Item -
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Suspicious activities detection for anti-money laundering using machine learning techniques
Published 2025“…XGBoost is selected as the core detection engine due to its superior performance among five supervised machine learning algorithms tested: Random Forest, Naïve Bayes, Support Vector Machine and Artificial Neural Network. …”
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Final Year Project / Dissertation / Thesis -
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Handwriting Recognition Using Artificial Neural Network
Published 2004“…This network is trained using the Back-Propagation algorithm to identify similarities and patterns among different handwriting samples. …”
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Final Year Project
