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Showing 7101–7150 of 9169 papers

TitleStatusHype
Gaussian process imputation of multiple financial series—0
A review on outlier/anomaly detection in time series data—0
Exact Indexing of Time Series under Dynamic Time Warping—0
On the statistics of scaling exponents and the Multiscaling Value at Risk—0
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems—0
Finding manoeuvre motifs in vehicle telematics—0
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series—0
Time Series Alignment with Global InvariancesCode0
Autoencoder-based time series clustering with energy applications—0
Learning CHARME models with neural networksCode0
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action DetectionCode0
Unsupervised non-parametric change point detection in quasi-periodic signals—0
Equivalence relations and L^p distances between time series with application to the Black Summer Australian bushfires—0
Online change-point detection with kernels—0
Anomaly Detection using Deep Autoencoders for in-situ Wastewater Systems Monitoring Data—0
Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data—0
Uncovering differential equations from data with hidden variables—0
Machine Learning Methods for Monitoring of Quasi-Periodic Traffic in Massive IoT Networks—0
Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks—0
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network—0
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation—0
Two-Sample Testing for Event Impacts in Time SeriesCode0
Semantic Discord: Finding Unusual Local Patterns for Time SeriesCode0
Signatures of brain criticality unveiled by maximum entropy analysis across cortical states—0
Ensemble Grammar Induction For Detecting Anomalies in Time Series—0
A Time-Series Distribution Test System Based on Real Utility Data—0
Dynamic clustering of time series data—0
Analysis, Online Estimation, and Validation of a Competing Virus Model—0
WISDoM: characterizing neurological timeseries with the Wishart distribution—0
A clustering approach to time series forecasting using neural networks: A comparative study on distance-based vs. feature-based clustering methodsCode0
Multi-label Prediction in Time Series Data using Deep Neural Networks—0
Machine Learning for a Music Glove Instrument—0
Bayesian nonparametric shared multi-sequence time series segmentation—0
Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning—0
Semi-metric portfolio optimization: a new algorithm reducing simultaneous asset shocks—0
RePAD: Real-time Proactive Anomaly Detection for Time Series—0
Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings—0
Modeling state-transition dynamics in resting-state brain signals by the hidden Markov and Gaussian mixture modelsCode0
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data—0
A Bayesian Long Short-Term Memory Model for Value at Risk and Expected Shortfall Joint Forecasting—0
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification—0
Data-Driven Approach for Uncertainty Propagation and Reachability Analysis in Dynamical Systems—0
Folded Graph Signals: Sensing with Unlimited Dynamic Range—0
A Dynamic Bayesian Model for Interpretable Decompositions of Market Behaviour—0
Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network—0
Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization—0
Stream-Flow Forecasting of Small Rivers Based on LSTM—0
Inferring Individual Level Causal Models from Graph-based Relational Time Series—0
Human-like Time Series Summaries via Trend Utility Estimation—0
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