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Showing 7101–7150 of 9169 papers

TitleStatusHype
Interpretable Conservation Law Estimation by Deriving the Symmetries of Dynamics from Trained Deep Neural Networks—0
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control—0
Use Short Isometric Shapelets to Accelerate Binary Time Series Classification—0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach—0
Alpha Discovery Neural Network based on Prior Knowledge—0
Evolutionary Dynamics of Investors Expectations and Market Price Movement—0
A Gated Recurrent Unit Approach to Bitcoin Price Prediction—0
Visual Evaluation of Generative Adversarial Networks for Time Series Data—0
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction—0
On the Initialization of Long Short-Term Memory Networks—0
Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction—0
Monetary Policy and Wealth Inequalities in Great Britain: Assessing the role of unconventional policies for a decade of household data—0
Features or Shape? Tackling the False Dichotomy of Time Series Classification—0
"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering—0
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation—0
Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovations—0
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series ForecastingCode3
Variable-lag Granger Causality for Time Series AnalysisCode1
Continuous Meta-Learning without TasksCode0
On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture RecognitionCode0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
Water Supply Prediction Based on Initialized Attention Residual Network—0
A posteriori Trading-inspired Model-free Time Series Segmentation—0
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data—0
High-Dimensional Granger Causality Tests with an Application to VIX and NewsCode1
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary CodingCode0
Modified Computation of Correlation Integral for Analyzing Epileptic Signals—0
Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19—0
Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2—0
Classification des Séries Temporelles Incertaines par Transformation Shapelet—0
The Wasserstein-Fourier Distance for Stationary Time SeriesCode0
Towards Better Forecasting by Fusing Near and Distant Future VisionsCode0
Diffeomorphic Temporal Alignment NetsCode0
Machine learning models show similar performance to Renewables.ninja for generation of long-term wind power time series even without location information—0
An empirical study of neural networks for trend detection in time series—0
InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers—0
Open-domain Event Extraction and Embedding for Natural Gas Market PredictionCode0
Data Exploration and Validation on dense knowledge graphs for biomedical research—0
Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms—0
Improved PAC-Bayesian Bounds for Linear Regression—0
Reinforcement Learning with Convolutional Reservoir Computing—0
Warped Input Gaussian Processes for Time Series ForecastingCode0
Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization—0
Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links—0
Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data—0
Regression with Uncertainty Quantification in Large Scale Complex Data—0
Classifying Pattern and Feature Properties to Get a Θ(n) Checker and Reformulation for Sliding Time-Series Constraints—0
Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia—0
Capacity of the covariance perceptron—0
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