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Time Series

Papers

Showing 51015150 of 9169 papers

TitleStatusHype
Online Advertising Revenue Forecasting: An Interpretable Deep Learning Approach0
A similarity measurement for time series and its application to the stock market0
Machine Learning for Genomic Data0
Learning Graph Neural Networks for Multivariate Time Series Anomaly DetectionCode1
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series GenerationCode1
On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series0
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning ApproachCode1
Forecasting Crude Oil Price Using Event Extraction0
Decoding Causality by Fictitious VAR Modeling0
Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes0
Nyström Regularization for Time Series Forecasting0
LoMEF: A Framework to Produce Local Explanations for Global Model Time Series Forecasts0
GraSSNet: Graph Soft Sensing Neural Networks0
Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting0
Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned0
A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection0
Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data0
Exploiting the Power of Levenberg-Marquardt Optimizer with Anomaly Detection in Time Series0
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series0
Model-Based Reinforcement Learning via Stochastic Hybrid Models0
Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks0
Soft Sensing Transformer: Hundreds of Sensors are Worth a Single WordCode0
American Hate Crime Trends Prediction with Event Extraction0
Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting0
Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility informationCode0
ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions0
A toolkit for data-driven discovery of governing equations in high-noise regimesCode0
Mimic: An adaptive algorithm for multivariate time series classification0
A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters0
Stock Portfolio Optimization Using a Deep Learning LSTM Model0
Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling0
CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier0
DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting0
Transferable Time-Series Forecasting under Causal Conditional ShiftCode1
Dynamic Data Augmentation with Gating Networks for Time Series RecognitionCode1
Coherent Probabilistic Aggregate Queries on Long-horizon ForecastsCode1
Meta-Forecasting by combining Global Deep Representations with Local Adaptation0
Unsupervised Change Detection of Extreme Events Using ML On-BoardCode1
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time SeriesCode0
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift EstimationCode1
Roadmap on Signal Processing for Next Generation Measurement Systems0
Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice0
Time Series Comparisons in Deep Space Network0
A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformersCode0
Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series0
Metaphor Development in Public Discourse Using an ARIMA Time Series Analysis Approach0
Truth-Conditional Captions for Time Series DataCode1
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual DataCode1
A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings0
Sig-Wasserstein GANs for Time Series GenerationCode1
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