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Time Series

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Showing 5401–5450 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
Accurate shape and phase averaging of time series through Dynamic Time Warping—0
MrSQM: Fast Time Series Classification with Symbolic RepresentationsCode1
Transformer Networks for Data Augmentation of Human Physical Activity RecognitionCode1
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
Sketches for Time-Dependent Machine LearningCode0
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
Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach—0
S&P 500 Stock Price Prediction Using Technical, Fundamental and Text DataCode1
Energy time series forecasting-Analytical and empirical assessment of conventional and machine learning models—0
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
Deep Sequence Modeling: Development and Applications in Asset Pricing—0
Feature-weighted Stacking for Nonseasonal Time Series Forecasts: A Case Study of the COVID-19 Epidemic Curves—0
Construction Cost Index Forecasting: A Multi-feature Fusion Approach—0
Federated Variational Learning for Anomaly Detection in Multivariate Time Series—0
Stack Index Prediction Using Time-Series Analysis—0
Structure Parameter Optimized Kernel Based Online Prediction with a Generalized Optimization Strategy for Nonstationary Time Series—0
Transformers predicting the future. Applying attention in next-frame and time series forecastingCode0
XAI Methods for Neural Time Series Classification: A Brief Review—0
AGNet: Weighing Black Holes with Deep LearningCode1
A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders—0
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection—0
Deep Learning-based Time-varying Channel Estimation for RIS Assisted Communication—0
IT2CFNN: An Interval Type-2 Correlation-Aware Fuzzy Neural Network to Construct Non-Separable Fuzzy Rules with Uncertain and Adaptive Shapes for Nonlinear Function Approximation—0
Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction—0
Single cortical neurons as deep artificial neural networksCode1
AdaRNN: Adaptive Learning and Forecasting of Time SeriesCode0
Completion and Augmentation based Spatiotemporal Deep Learning Approach for Short-Term Metro Origin-Destination Matrix Prediction under Limited Observable DataCode0
Ensemble neuroevolution based approach for multivariate time series anomaly detection—0
Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration DataCode0
Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series—0
Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing—0
Active Learning of Driving Scenario Trajectories—0
Local Exceptionality Detection in Time Series Using Subgroup Discovery—0
Multimodal Meta-Learning for Time Series Regression—0
A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse—0
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