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Time Series

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Showing 5401–5425 of 9169 papers

TitleStatusHype
Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering—0
Attentive Neural Controlled Differential Equations for Time-series Classification and ForecastingCode1
A Multi-view Multi-task Learning Framework for Multi-variate Time Series ForecastingCode1
Transformer Networks for Data Augmentation of Human Physical Activity RecognitionCode1
Accurate shape and phase averaging of time series through Dynamic Time Warping—0
MrSQM: Fast Time Series Classification with Symbolic RepresentationsCode1
Computer Vision Self-supervised Learning Methods on Time Series—0
A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection—0
Bilinear Input Normalization for Neural Networks in Financial ForecastingCode1
Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples—0
Time Series Prediction using Deep Learning Methods in Healthcare—0
TCCT: Tightly-Coupled Convolutional Transformer on Time Series ForecastingCode1
Parallel Machine Learning for Forecasting the Dynamics of Complex Networks—0
Anomaly Detection on IT Operation Series via Online Matrix Profile—0
Magnetic Field Sensing for Pedestrian and Robot Indoor Positioning—0
SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations—0
Sketches for Time-Dependent Machine LearningCode0
Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach—0
Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models—0
S&P 500 Stock Price Prediction Using Technical, Fundamental and Text DataCode1
DTWSSE: Data Augmentation with a Siamese Encoder for Time Series—0
Evolutionary Ensemble Learning for Multivariate Time Series Prediction—0
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics—0
ASAT: Adaptively Scaled Adversarial Training in Time Series—0
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic PredictionCode1
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