AI Medical Compendium Topic

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Education, Continuing

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Representative Task Self-Selection for Flexible Clustered Lifelong Learning.

IEEE transactions on neural networks and learning systems
Consider the lifelong machine learning paradigm whose objective is to learn a sequence of tasks depending on previous experiences, e.g., knowledge library or deep network weights. However, the knowledge libraries or deep networks for most recent life...

A Continuous Learning Approach for Real-Time Network Intrusion Detection.

International journal of neural systems
Network intrusion detection is becoming a challenging task with cyberattacks that are becoming more and more sophisticated. Failing the prevention or detection of such intrusions might have serious consequences. Machine learning approaches try to rec...