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- 2data preprocessing
- 2machine learning classifiers
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- 1Beshay, Nabil
- 1Carvalho, Smit Xavier
- 1Desai, Nisarg
- 1Farouk, Fathima Shakoora
- 1Meka, Prithvi
- 1Nayini, Bhageerath
- 4Concordia University of Edmonton
- 3Concordia University of Edmonton/Master of Science in Information Technology Project Reports (Concordia University of Edmonton)
- 1Concordia University of Edmonton/Master of Information Systems Security Management (MISSM) and Master of Information Systems Assurance Management (MISAM) Project Reports (Concordia University of Edmonton)
- 1Graduate and Postdoctoral Studies (GPS), Faculty of
- 1Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations
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2022
Over the last decade, the increased use of social media has led to an increase in hateful activities in social networks. An international issue that weakens the cohesiveness of civil societies is hate speech on internet social networks. Due to the lack of restrictions set by these sites for its...
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2021-04-01
Oha, Chibueze Victor, Farouk, Fathima Shakoora, Patel, Pujan Pankaj, Meka, Prithvi, Nekkanti, Sowmya, Nayini, Bhageerath, Carvalho, Smit Xavier, Desai, Nisarg, Patel, Manishkumar
Connected devices are penetrating the market with an unprecedented speed. Networks that carry Internet of Things (IoT) traffic need highly adaptable tools for traffic analysis in order to detect and suppress malicious agents. This has prompted researchers to explore the various benefits machine...
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2022
Active contour is one of successful image segmentation techniques, which has been implemented in a wide range of medical imaging problems. Active contour minimizes an energy functional in an unsupervised manner, which offers the required force to converge the user defined initial contour at the...
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Spring 2021
The backpropagation algorithm is a fundamental algorithm for training modern artificial neural networks (ANNs). However, it is known the backpropagation algorithm performs poorly on changing problems. We demonstrate the backpropagation algorithm can perform poorly on a clear, generic, changing...
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2022
Crime rates are increasing at a very high rate globally. The use of weapons in schools, airports, and streets is gaining popularity. To prevent this we have a surveillance system that is monitored by security officers and requires constant observation. This is a tiresome job and involves human...