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Showing 3601–3650 of 9169 papers

TitleStatusHype
Attention-Based Ensemble Pooling for Time Series ForecastingCode0
Stock Market Directional Bias Prediction Using ML Algorithms—0
Identifiability of total effects from abstractions of time series causal graphs—0
XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series ClassificationCode0
Beyond VaR and CVaR: Topological Risk Measures in Financial MarketsCode0
Triple Simplex Matrix Completion for Expense Forecasting—0
Pyramidal Hidden Markov Model For Multivariate Time Series Forecasting—0
Simulation-based Bayesian Inference from Privacy Protected DataCode0
Towards a Deep Learning-based Online Quality Prediction System for Welding Processes—0
Neural Likelihood Approximation for Integer Valued Time Series Data—0
Metastable Financial Markets—0
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant FeaturesCode0
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications—0
A New Time Series Similarity Measure and Its Smart Grid Applications—0
Transformers for scientific data: a pedagogical review for astronomers—0
Is Channel Independent strategy optimal for Time Series Forecasting?—0
Dynamic financial processes identification using sparse regressive reservoir computersCode0
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering—0
Open-Set Multivariate Time-Series Anomaly Detection—0
Causal Feature Selection via Transfer Entropy—0
MorphFlow: Estimating Motion in In Situ Tests of Concrete—0
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection—0
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformationsCode0
Neural Tangent Kernels Motivate Graph Neural Networks with Cross-Covariance Graphs—0
A Machine Learning-based Algorithm for Automated Detection of Frequency-based Events in Recorded Time Series of Sensor Data—0
Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision—0
Unveiling Early Warning Signals of Systemic Risks in Banks: A Recurrence Network-Based Approach—0
Gaussian processes based data augmentation and expected signature for time series classification—0
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey—0
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning—0
Comparison between Conventional Load Flow, QSTS Simulation, and Dynamic Simulation to Assess the Operation of Step Voltage Regulators in Active Distribution Networks—0
A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information—0
Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing—0
Measuring the Stability of Process Outcome Predictions in Online SettingsCode0
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification—0
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection—0
On Extreme Value Asymptotics of Projected Sample Covariances in High Dimensions with Applications in Finance and Convolutional Networks—0
Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic—0
Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records—0
A Survey of Feature Types and Their Contributions for Camera Tampering Detection—0
Generalized Mixture Model for Extreme Events Forecasting in Time Series Data—0
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs—0
Semantic Association Rule Learning from Time Series Data and Knowledge Graphs—0
Model-based Clustering of Individuals' Ecological Momentary Assessment Time-series Data for Improving Forecasting Performance—0
Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions—0
Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic dataCode0
Predicting Three Types of Freezing of Gait Events Using Deep Learning Models—0
A Variational Autoencoder Framework for Robust, Physics-Informed Cyberattack Recognition in Industrial Cyber-Physical Systems—0
Projecting infinite time series graphs to finite marginal graphs using number theory—0
Deep Optimal Timing Strategies for Time SeriesCode0
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