IEEE

End-to-End Open-Set Semi-Supervised Learning for Fine-Grained Encrypted Traffic Classification

Abstract: Encrypted traffic classification is crucial for enhancing network management, service quality, and security. However, real-world network environments are inherently open-world scenarios in ...
Federal Register

Medical Devices; Immunology and Microbiology Devices; Classification of the Simple Point-of-Care Device to Directly Detect SARS-CoV-2 Viral Targets From Clinical Specimens in ...

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IEEE

Knowledge Aggregation Transformer Network for Multivariate Time Series Classification

Abstract: Over the years, various sophisticated deep learning algorithms have surfaced for multivariate time series classification (MTSC), notably the dual-network-based model. This model comprises ...
Tom's Guide

Forget sit-ups and crunches: I use this simple Pilates exercise to build deep core strength and shoulder stability

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Science Daily

Scientists found a surprisingly simple way to create powerful quantum states

A team at the University of Chicago has discovered a surprisingly simple way to create powerful quantum states that are normally difficult to produce. By making small adjustments to the energy levels ...