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Time Series

Papers

Showing 33513400 of 9169 papers

TitleStatusHype
Devil in the Detail: Attack Scenarios in Industrial Applications0
Factor-augmented sparse MIDAS regressions with an application to nowcasting0
AI-Powered Predictions for Electricity Load in Prosumer Communities0
Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model0
Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series0
Factor Network Autoregressions0
Fading of collective attention shapes the evolution of linguistic variants0
FAF: A Feature-Adaptive Framework for Few-Shot Time Series Forecasting0
Failure Analysis on Multivariate Time-series Data given Uncertain Labels0
Application of Machine Learning to accidents detection at directional drilling0
Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift0
Fairness in Forecasting and Learning Linear Dynamical Systems0
Classification of Stochastic Processes with Topological Data Analysis0
Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!0
Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices0
Applying Regression Conformal Prediction with Nearest Neighbors to time series data0
Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference0
FAR-Trans: An Investment Dataset for Financial Asset Recommendation0
Forecasting Monthly Residential Natural Gas Demand Using Just-In-Time-Learning Modeling0
Fast Active Set Methods for Online Spike Inference from Calcium Imaging0
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data0
Classifiers With a Reject Option for Early Time-Series Classification0
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations0
Fast and interpretable electricity consumption scenario generation for individual consumers0
Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models0
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series0
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks0
Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics0
Fast and Simple Optimization for Poisson Likelihood Models0
Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series0
Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents0
Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates0
Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig0
Development of an Algorithm for Identifying Changes in System Dynamics from Time Series0
Fast dynamic time warping and clustering in C++0
Class-Specific Attention (CSA) for Time-Series Classification0
Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks0
A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding0
CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting0
Beam Prediction based on Large Language Models0
A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs0
Fast Function to Function Regression0
Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction0
Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model0
Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces0
Fast nonparametric clustering of structured time-series0
Deterministic Reservoir Computing for Chaotic Time Series Prediction0
Fast Online Changepoint Detection0
Determining the Optimal Number of Clusters for Time Series Datasets with Symbolic Pattern Forest0
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data0
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