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Showing 6601–6650 of 9169 papers

TitleStatusHype
Lasso Inference for High-Dimensional Time Series—0
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variablesCode0
MAGMA: Inference and Prediction with Multi-Task Gaussian ProcessesCode0
Permutation-based tests for discontinuities in event studies—0
A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series DataCode1
Time Series Source Separation with Slow Flows—0
COVID-19 Data Analysis and Forecasting: Algeria and the WorldCode1
Machine Learning a Molecular Hamiltonian for Predicting Electron Dynamics—0
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach—0
Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?—0
Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles—0
A fast noise filtering algorithm for time series prediction using recurrent neural networks—0
Leveraging the Self-Transition Probability of Ordinal Pattern Transition Graph for Transportation Mode ClassificationCode0
Understanding fluctuations through Multivariate Circulant Singular Spectrum Analysis—0
Attention Mechanism for Multivariate Time Series Recurrent Model Interpretability Applied to the Ironmaking Industry—0
timeXplain -- A Framework for Explaining the Predictions of Time Series ClassifiersCode0
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry—0
Generating Trading Signals by ML algorithms or time series ones?—0
Modeling Financial Time Series using LSTM with Trainable Initial Hidden StatesCode1
SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks—0
GeoStat Representations of Time Series for Fast Classification—0
A unified machine learning approach to time series forecasting applied to demand at emergency departments—0
Identifying Latent Stochastic Differential EquationsCode0
On the variability of functional connectivity and network measures in source-reconstructed EEG time-series—0
Prediction of Traffic Flow via Connected Vehicles—0
Multi-future Merchant Transaction Prediction—0
Graph Signal Processing: Vertex Multiplication—0
Fast Variational Learning in State-Space Gaussian Process ModelsCode1
Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data—0
Long Short-Term Memory Spiking Networks and Their ApplicationsCode1
Learning Differential Equations that are Easy to SolveCode1
Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks—0
Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm—0
Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands—0
MR. Estimator, a toolbox to determine intrinsic timescales from subsampled spiking activityCode1
Classification with 2-D Convolutional Neural Networks for breast cancer diagnosisCode0
Multivariate Time Series Classification Using Spiking Neural Networks—0
Compact representation of temporal processes in echosounder time series via matrix decomposition—0
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural NetworksCode0
Leveraging Class Hierarchies with Metric-Guided Prototype LearningCode1
Adaptive Graph Convolutional Recurrent Network for Traffic ForecastingCode1
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approachCode1
Inference on the change point in high dimensional time series models via plug in least squares—0
High-recall causal discovery for autocorrelated time series with latent confounders—0
Path Signatures on Lie GroupsCode0
Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential EquationsCode0
Handling Variable-Dimensional Time Series with Graph Neural Networks—0
Lightweight Temporal Self-Attention for Classifying Satellite Image Time SeriesCode1
Subject-Aware Contrastive Learning for BiosignalsCode1
Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation—0
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