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Despite moving from a rural village to the Friendly City, having to learn English and battling bouts of depression during his studies, it was not enough to deter a Motherwell resident’s resolve to receive his Masters in Mathematical Statistics.
University College Isle of Man (UCM) has overhauled its IT apprenticeship course to reflect the rapidly changing digital world, ensuring island students have the latest skills, knowledge and experience.
In 2015, Snapchat started using face recognition technology in its app to identify users and their friends in photos. The app would scan a photo and compare it to images in its database to find matches. If it found a match, it would notify the user and suggest they add the person as a friend. […]
A problem with machine learning (ML) techniques for detecting intrusions in the Internet of Things (IoT) is that they are ineffective in the detection of low-frequency intrusions. In addition, as ML models are trained using specific attack categories, they cannot recognize unknown attacks. This article integrates strategies of cost-sensitive learning and multitask learning into a hybrid ML model to address these two challenges. The hybrid model consists of an autoencoder for feature extraction and a support vector machine (SVM) for detecting intrusions. In the cost-sensitive learning phase for...
In the digital age, businesses have access to an unprecedented amount of data generated by consumers. One critical aspect of this data is consumer feedback,