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12/06/2021
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams
Timeseries partitioning is an essential step in most machine-learning dr...
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04/27/2021
A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep
Quality sleep is very important for a healthy life. Nowadays, many peopl...
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03/31/2021
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning
We introduce a new semi-supervised, time series anomaly detection algori...
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05/29/2019
SECRET: Semantically Enhanced Classification of Real-world Tasks
Supervised machine learning (ML) algorithms are aimed at maximizing clas...
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01/16/2018
Time Series Segmentation through Automatic Feature Learning
Internet of things (IoT) applications have become increasingly popular i...
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12/09/2015