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07/25/2023
RED CoMETS: An ensemble classifier for symbolically represented multivariate time series
Multivariate time series classification is a rapidly growing research fi...
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01/31/2023
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease
Early diagnosis of Alzheimer's disease (AD) is essential in preventing t...
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01/20/2023
A Time Series Approach to Parkinson's Disease Classification from EEG
Firstly, we present a novel representation for EEG data, a 7-variate ser...
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11/14/2022
Temporal patterns in insulin needs for Type 1 diabetes
Type 1 Diabetes (T1D) is a chronic condition where the body produces lit...
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09/02/2022
Understandable Controller Extraction from Video Observations of Swarms
Swarm behavior emerges from the local interaction of agents and their en...
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07/12/2022
IMG-NILM: A Deep learning NILM approach using energy heatmaps
Energy disaggregation estimates appliance-by-appliance electricity consu...
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01/25/2021
Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets
In 2016, United Kingdom (UK) citizens voted to leave the European Union ...
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04/14/2020
Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification
Time series classification (TSC) is a challenging task that attracted ma...
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04/08/2020