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Showing 4551–4600 of 9169 papers

TitleStatusHype
A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks—0
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods—0
Drift Identification for Lévy alpha-Stable Stochastic Systems—0
Denoising diffusion probabilistic models for probabilistic energy forecasting—0
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection—0
Complexity-based Financial Stress Evaluation—0
Evaluation of Energy Resilience and Cost Benefit in Microgrid with Peer-to-Peer Energy Trading—0
Auxiliary Quantile Forecasting with Linear NetworksCode0
Deep Learning Architectures for FSCV, a Comparison—0
Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection—0
In-season and dynamic crop mapping using 3D convolution neural networks and sentinel-2 time seriesCode0
cs-net: structural approach to time-series forecasting for high-dimensional feature space data with limited observations—0
Laplacian Convolutional Representation for Traffic Time Series Imputation—0
The DOPE Distance is SIC: A Stable, Informative, and Computable Metric on Time Series And Ordered Merge Trees—0
Clustering individuals based on multivariate EMA time-series data—0
RIPPLE: Concept-Based Interpretation for Raw Time Series Models in EducationCode0
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback—0
A minor extension of the logistic equation for growth of word counts on online media: Parametric description of diversity of growth phenomena in society—0
Context-Aware Ensemble Learning for Time Series—0
Predicting China's CPI by Scanner Big Data—0
Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data—0
Triadic Temporal Exponential Random Graph Models (TTERGM)—0
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting—0
Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation—0
Score-based calibration testing for multivariate forecast distributionsCode0
Sample Complexity for Evaluating the Robust Linear Observers Performance under Coprime Factors Uncertainty—0
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting—0
Beyond S-curves: Recurrent Neural Networks for Technology Forecasting—0
Evaluation of Entropy and Fractal Dimension as Biomarkers for Tumor Growth and Treatment Response using Cellular Automata—0
An Anomaly Detection Method for Satellites Using Monte Carlo Dropout—0
EasyMLServe: Easy Deployment of REST Machine Learning ServicesCode0
Distribution estimation and change-point estimation for time series via DNN-based GANs—0
Confidence Interval Construction for Multivariate time series using Long Short Term Memory Network—0
EDGAR: Embedded Detection of Gunshots by AI in Real-time—0
Machine Learning Algorithms for Time Series Analysis and Forecasting—0
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments—0
Forecasting railway ticket demand with search query open dataCode0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series—0
Time Series Forecasting with Hypernetworks Generating Parameters in Advance—0
Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods—0
Deep learning delay coordinate dynamics for chaotic attractors from partial observable data—0
Class-Specific Attention (CSA) for Time-Series Classification—0
Fractional integration and cointegration—0
A Transformer Framework for Data Fusion and Multi-Task Learning in Smart CitiesCode0
Identifying Unique Causal Network from Nonstationary Time SeriesCode0
Cointegration with Occasionally Binding Constraints—0
DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift—0
Neural Inference of Gaussian Processes for Time Series Data of QuasarsCode0
Parameterization of state duration in Hidden semi-Markov Models: an application in electrocardiography—0
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic—0
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