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Showing 2701–2725 of 9169 papers

TitleStatusHype
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
Gaussian processes based data augmentation and expected signature for time series classification—0
Large Models for Time Series and Spatio-Temporal Data: A Survey and OutlookCode4
Few-Shot Learning Patterns in Financial Time-Series for Trend-Following StrategiesCode2
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey—0
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series ForecastingCode1
A decoder-only foundation model for time-series forecastingCode6
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning—0
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing imagesCode1
Comparison between Conventional Load Flow, QSTS Simulation, and Dynamic Simulation to Assess the Operation of Step Voltage Regulators in Active Distribution Networks—0
Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing—0
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification—0
Measuring the Stability of Process Outcome Predictions in Online SettingsCode0
A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information—0
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection—0
Counterfactual Explanations for Time Series ForecastingCode1
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
Lag-Llama: Towards Foundation Models for Probabilistic Time Series ForecastingCode3
Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records—0
Large Language Models Are Zero-Shot Time Series ForecastersCode2
A Survey of Feature Types and Their Contributions for Camera Tampering Detection—0
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs—0
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction HorizonsCode2
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