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Showing 4101–4150 of 9169 papers

TitleStatusHype
Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures—0
Delay Embedding Theory of Neural Sequence Models—0
Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia—0
Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design?—0
An Euler-based GAN for time series—0
Improving the Prediction of Individual Engagement in Recommendations Using Cognitive Models—0
Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks—0
Defined the predictors of the lightning over India by using artificial neural network—0
Deep vs. Shallow Learning: A Benchmark Study in Low Magnitude Earthquake Detection—0
Band-Pass Filtering with High-Dimensional Time Series—0
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions—0
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition—0
A network-based transfer learning approach to improve sales forecasting of new products—0
An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition—0
Deep Video Prediction for Time Series Forecasting—0
DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting—0
Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting—0
Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility—0
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives—0
Bag of Recurrence Patterns Representation for Time-Series Classification—0
An Equilibrium Model for the Cross-Section of Liquidity Premia—0
Hedge Fund Portfolio Construction Using PolyModel Theory and iTransformer—0
DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction—0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case—0
An ensemble of convolution-based methods for fault detection using vibration signals—0
Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction—0
Adversarial attacks against Bayesian forecasting dynamic models—0
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation—0
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations—0
Improving the spectral resolution of fMRI signals through the temporal de-correlation approach—0
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals—0
Deep Time Warping for Multiple Time Series Alignment—0
Deep Time Series Models for Scarce Data—0
An Ensemble method for Content Selection for Data-to-text Systems—0
An End-to-End Time Series Model for Simultaneous Imputation and Forecast—0
DeepTimeAnomalyViz: A Tool for Visualizing and Post-processing Deep Learning Anomaly Detection Results for Industrial Time-Series—0
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models—0
Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary—0
An End-to-End Model for Time Series Classification In the Presence of Missing Values—0
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study—0
Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection—0
Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models—0
Deep Temporal Contrastive Clustering—0
Improving self-supervised pretraining models for epileptic seizure detection from EEG data—0
Deep Symbolic Representation Learning for Heterogeneous Time-series Classification—0
AWT -- Clustering Meteorological Time Series Using an Aggregated Wavelet Tree—0
Deep Switch Networks for Generating Discrete Data and Language—0
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment—0
Improving Solar Flare Prediction by Time Series Outlier Detection—0
Deep Subspace Encoders for Nonlinear System Identification—0
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