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Showing 5801–5850 of 9169 papers

TitleStatusHype
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants—0
Probabilistic water demand forecasting using quantile regression algorithms—0
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions—0
Data Generating Process to Evaluate Causal Discovery Techniques for Time Series DataCode1
Tracking agitation in people living with dementia in a care environment—0
Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity—0
HIVE-COTE 2.0: a new meta ensemble for time series classificationCode1
Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian ApproachCode0
Process Outcome Prediction: CNN vs. LSTM (with Attention)—0
Bayesian Optimisation for a Biologically Inspired Population Neural Network—0
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulationsCode1
A Bayesian analysis of gain-loss asymmetry—0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSxCode1
A Fast Evidential Approach for Stock Forecasting—0
Weak Form Generalized Hamiltonian LearningCode1
Analysis of bank leverage via dynamical systems and deep neural networks—0
Boosted Embeddings for Time Series Forecasting—0
Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data—0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case—0
Deep Time Series Forecasting with Shape and Temporal CriteriaCode1
DeepSITH: Efficient Learning via Decomposition of What and When Across Time ScalesCode1
Granger Causality Based Hierarchical Time Series Clustering for State Estimation—0
Context-self contrastive pretraining for crop type semantic segmentationCode1
Flow-based Spatio-Temporal Structured Prediction of Motion DynamicsCode0
Neural Network for Weighted Signal Temporal Logic—0
Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures—0
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data—0
Market Regime Detection via Realized Covariances: A Comparison between Unsupervised Learning and Nonlinear Models—0
Predicting Inflation with Recurrent Neural Networks—0
Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoTCode1
Min(d)ing the President: A text analytic approach to measuring tax news—0
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air—0
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series—0
Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic SystemsCode0
Model Compression for Dynamic Forecast CombinationCode0
Extraction of instantaneous frequencies and amplitudes in nonstationary time-series dataCode1
Monte Carlo Simulation of SDEs using GANsCode1
Learnable Dynamic Temporal Pooling for Time Series ClassificationCode0
The Coronavirus is a Bioweapon: Analysing Coronavirus Fact-Checked Stories—0
Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies—0
Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels—0
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey—0
A Comparative Analysis of Machine Learning and Grey Models—0
Quick Line Outage Identification in Urban Distribution Grids via Smart Meters—0
Model Selection for Time Series Forecasting: Empirical Analysis of Different EstimatorsCode0
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning—0
Online Non-linear Topology Identification from Graph-connected Time Series—0
VisioRed: A Visualisation Tool for Interpretable Predictive MaintenanceCode0
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