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Classification of JPEG files by using extreme learning machine
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Anomaly detection in system log files using machine learning algorithms / Zahedeh Zamanian
Published 2019“…This study uses machine learning method to detect anomalies in system log files. …”
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Thesis -
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Extreme learning machine classification of file clusters for evaluating content-based feature vectors
Published 2018“…Consequently, an Extreme Learning Machine (ELM) neural network algorithm is used to evaluate the performance of the three methods in which it classifies the class label of the feature vectors to JPEG and Non-JPEG images for files in different file formats. …”
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Improved rsync algorithm to minimize communication cost using multi-agent systems for synchronization in multi-learning management systems
Published 2017“…Remote file synchronization (RFS) is based on updating the outdated version of a file that resides on one machine to be similar to the new version of the updated file in another machine at a minimum computation time (cost). …”
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Web-based clustering tool using fuzzy k-mean algorithm / Ahmad Zuladzlan Zulkifly
Published 2019“…All the algorithm for the engine has been developed by using Java script language. …”
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Confidentiality based file attributes and data classification using TsF-KNN
Published 2015“…The main objective of this study is to predict the confidential and non-confidential data of a file using K-NN algorithm. We also proposed a method called Training dataset Filtration Key Nearest Neighbour (TsF-KNN) classifier which classifies the data of file based on the confidentiality level of the schema of a file (file attributes). …”
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Conference or Workshop Item -
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Optimizing LZW text compression algorithm via multithreading programming
Published 2009“…Due to the emerging multimedia technology, multimedia files such as text, image, audio and video files are widely used. …”
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Development Of Generative Computer-Aided Process Planning System For Lathe Machining
Published 2019“…To validate the generated tool-path, G-codes generated in media package file (MPF) file format and verified through CNC lathe machine. …”
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Enhancement Of Static Code Analysis Malware Detection Framework For Android Category-Based Application
Published 2021“…In increasing the reliability, the results obtained are then validated by using statistical analysis procedure which each machine learning classification algorithm are iterate 50 times. …”
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Replica Creation Algorithm for Data Grids
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Early prediction of acute kidney injury using machine learning algorithms
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Proceeding Paper -
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The development of virtual product life cycle design tool using artificial intelligence technique
Published 2008“…This project presents the future works of an algorithm to classify features of DXF file and algorithm for mapping the features with machining parameter. …”
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Monograph -
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Reassembly and clustering bifragmented intertwined jpeg images using genetic algorithm and extreme learning machine
Published 2019“…Today, JPEG image files are popular file formats that have less structured contents which make its carving possible in the absence of any file system metadata. …”
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PREDICTING THE PRICE OF COTTON USING RNN AND LSTM
Published 2020“…This research is aimed to utilize the machine learning algorithm to try and predict the future price of cotton by using the historical price of cotton provided by investing.com. …”
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Final Year Project -
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Automatic Additive Manufacturing Product Generation Through Computer Aided Process Planning Using 3D/4D/5D Printing
Published 2022“…This project has successfully created an algorithm that can identify the type of printing process and convert CAD file to STL file automatically. …”
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Monograph -
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