Browsing Electronic Engineering and Computer Science by Subject "machine learning"
Now showing items 1-15 of 15
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An Adaptive Human Activity-Aided Hand-Held Smartphone-Based Pedestrian Dead Reckoning Positioning System
(MDPI, 2021-06)Pedestrian dead reckoning (PDR), enabled by smartphones’ embedded inertial sensors, is widely applied as a type of indoor positioning system (IPS). However, traditional PDR faces two challenges to improve its accuracy: ... -
Applications of machine and deep learning to thyroid cytology and histopathology: a review.
(Frontiers, 2023)This review synthesises past research into how machine and deep learning can improve the cyto- and histopathology processing pipelines for thyroid cancer diagnosis. The current gold-standard preoperative technique of ... -
Curriculum Learning
(International Machine Learning Society, 2009-06-14)Humans and animals learn much better when the examples are not randomly presented but organized in a meaningful order which illustrates gradually more concepts, and gradually more complex ones. Here, we formalize such ... -
Machine learning for cloud, fog, edge and serverless computing environments: comparisons, performance evaluation benchmark and future directions
(Inderscience, 2021)The compute-intensive and latency-sensitive Internet of Things (IoT) applications need to use the services from various computing paradigms, but they are facing many challenges such as large values of latency, energy and ... -
Neural Waveshaping Synthesis
We present the Neural Waveshaping Unit (NEWT): a novel, lightweight, fully causal approach to neural audio synthesis which operates directly in the waveform domain, with an accompanying optimisation (FastNEWT) for efficient ...