Search Results - (( java implementation 5s algorithm ) OR ( using message learning algorithm ))
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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…The method was implemented using Java and the results of the simulation were evaluated using five standard performance metrics: accuracy, AUC, precision, recall, and f-Measure. …”
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Thesis -
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Learning to Filter Text in Forum Malay Message using Naive Bayesian Technique
Published 2006“…The paper explains about me use of the basic naive Bayesian algorithm to classify forum messages whether clean or bad where clean message has no bad words, while bad message contains at least one bad word. …”
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Final Year Project -
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Applying learning to filter text
Published 2005“…Text filtering has been a successful application especially in e-mail filtering. The use of probabilistic approaches such as naïve Bayes algorithm is the effective algorithms currently known for learning to filter or classify text document.Naïve Bayes algorithm is one of the algorithms in Machine Learning that manipulates probability estimation or reasoning about the observed data.The growing of bulk e-mail or known as spam e-mail becomes a threat to users’ privacy and network load and in the case of e -mail filtering,naïve Bayes classifier can be trained to automatically detect spam messages.Similar to the e-mail, forum application may be misused by the user to send bad messages and in some extent may offence other readers.Forum filtering may be less important compared to e-mail spam filtering; however there is a possibility of using naïve Bayes to learn the messages and automatically detect bad messages.Most of the forum application found in the web is applying keyword based text filtering which scan the words and change the detected words into certain representation.Instead of defining a set of keywords to filter the forum messages, this paper will explains the experiment in applying a learning to filter text especially in the educational and anonymous forum message, where there is no user registration required to submit messages.…”
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Implementation of hashed cryptography algorithm based on cryptography message syntax
Published 2019“…The problematic message uses light blue representation in simulation. …”
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Thesis -
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Performance evaluation of real-time multiprocessor scheduling algorithms
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Conference or Workshop Item -
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Learning to filter text in forum message
Published 2005“…Applying the basic filtering technique in forum application has been discussed in [1].The paper explains about the use of the basic naïve Bayes algorithm to classify forum messages whether clean or bad where clean message has no bad words, while bad message contains one or more bad words. …”
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A new SMS spam detection method using both Content-Based and non Content-Based features
Published 2024Conference Paper -
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Phishing attack detection using machine learning method
Published 2019“…There are several algorithms that can be used in the machine learning method to prevent the both attacks. …”
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Undergraduates Project Papers -
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Sentiment analysis using negative selection algorithm for Twitter’s messages / Nazirah Che Alhadi
Published 2012“…This project is designed using negative selection algorithm to automatically classify the Twitter’s messages into its sentiment’s category based on important keyword recognition. …”
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Thesis -
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Cyberbullying detection: a machine learning approach
Published 2022“…In this project, a model was created to classify the text as cyberbullying message or non-cyberbullying message. This model combines a rule-based approach of sentiment analysis and a supervised machine learning algorithm to classify the text. …”
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Final Year Project / Dissertation / Thesis -
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Talkout : Protecting mental health application with a lightweight message encryption
Published 2022“…This project proposed a virtual mental health mobile application, called TalkOut, with a lightweight message encryption algorithm to protect patient's profile, conversation messages and treatment history. …”
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Academic Exercise -
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Intrusion detection on the in-vehicle network using machine learning
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Proceeding Paper -
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Analysing machine learning models to detect disaster events using social media
Published 2023text::Thesis -
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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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Risk Concentration for Context Assessment (RiCCA) of SMS Messages using Danger Theory
Published 2024thesis::doctoral thesis -
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Spam classification based on supervised learning using grasshopper optimization algorithm and artificial neural network
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Conference or Workshop Item -
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