Search Results - (( java pattern classification algorithm ) OR ( using message prediction algorithm ))
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1
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…For example,the spammer changes patterns of message for making spam such as writing the message by JavaScript, using different advertising images and words to form features or attributes. …”
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2
Experimental analysis on the anti spam effectiveness - commercial, Bayesian and Ngram algortihm / Ahmad Kamal Ramli
Published 2008“…By using standard series of text messages which consists of spam and ham words, N-Gram algorithm performed very well. …”
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3
Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…Electing the best set of features will help to improve the classifier predictions in terms of the normal and abnormal pattern. The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. …”
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4
Network problems detection and classification by analyzing syslog data
Published 2016“…The method used data mining tool to classify the syslog messages while the description part of the syslog message was used for classification process. …”
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5
Communication and computational cost on parallel algorithm of PDE elliptic type
Published 2009“…The parallel algorithms of 2-dimensional Partial Differential Equation (PDE) elliptic type for the prediction will be executed using distributed memory of heterogeneous cluster platform on LINUX-based environment. …”
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Book Section -
6
Steganalysis: Detecting Existence of File Types Embedded in Grey Scale Image
Published 2008“…Active steganalysis is presented as ways to expose the possibility of detecting existence of hidden messages, hence defeating steganography. Estimating some parameters of embedding algorithm is the approach that the study used since secret message is one of its essential parameters. …”
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7
Developing Bus Tracking System that predicts the arrival times of public buses at Universiti Teknologi PETRONAS (UTP) bus stops.
Published 2004“…The scope of the project includes developing an algorithm, the research and analysis of GPS and the use of SMS. …”
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8
Cyberbullying detection: a machine learning approach
Published 2022“…Machine learning is a hot topic and it is widely implemented in software, web application and more. Those algorithms are used in the classification or regression model to predict an input. …”
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Benchmarking routing algorithms in NoC-based MPSoCs using guaranteed convergence arithmetic optimization with artificial neural networks and fuzzy MCDM
Published 2024“…The methodology includes two phases; phase 1 includes developing a prediction model, specifically an ANN optimized using the Guaranteed Convergence Arithmetic Optimization Algorithm (GCAOA-ANN). …”
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10
Comparative analysis of danger theory variants in measuring risk level for text spam messages
Published 2024journal::journal article -
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Automated feature selection using boruta algorithm to detect mobile malware
Published 2020“…Boruta algorithm is used to select features automatically for assisting the machine learning. …”
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Article -
12
An AI Chatbot for personalized music recommendations based on user emotions / Rula M Ali Farkash and Tengku Zatul Hidayah Tengku Petra
Published 2024“…Next, the chatbot's intents are defined and integrated into a feed-forward neural network. User messages are analyzed using IBM Watson's natural language analysis function, which returns a sentiment score indicating either a positive, negative, or neutral sentiment. …”
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13
Analysis On QOS Parameters To Predict Http Response
Published 2017“…Therefore, the real live world web service label data uses to evaluate the focus parameters using classification machine learning algorithms to process the data. …”
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14
Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…This thesis is based on the application of sentiment classification algorithm to tweet data with the goal of classifying messages based on the polarity of sentiment towards a particular topic (or subject matter). …”
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15
Steganography based on utilizing more surrounding pixels
Published 2010“…Conventional LSB method’s concept is used as the benchmark for the proposed algorithms. …”
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16
Author identification for under-resourced language Kadazandusun
Published 2020“…The workflow of Author Identification implements the machine learning approach to solve the single-labelled multi-class problem and predict the author of a given message in KadazanDusun. …”
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Article -
17
Context aware app recommendation using email semantic analysis
Published 2019“…Then the da ta will go through the machine learning algorithm to perform predict and provide a recommendation that suitable for the content.…”
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Final Year Project / Dissertation / Thesis -
18
Efficient and secured compression and steganography technique in wireless sensor network
Published 2016“…This random pixel se- lection is achieved via the use of an Elliptic Curve equation. In terms of security, the proposed solution is studied against brute-force attacks and the analysis shows that the new algorithm can withstand this type of attack with an ample amount of hiding possibilities that make the process of retrieving the message extremely diffi- cult. …”
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19
Simulation of quantum growing network / Ong Boon Teong
Published 2003“…Should it be possible to build a microprocessor which fully exploits quantum mechanics then it may be possible to carry out such factorisations in remarkably less time. The RSA algorithm, a widely used encryption system, is safe only if such factorisations cannot be performed quickly. …”
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