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Time Series

Papers

Showing 73017350 of 9169 papers

TitleStatusHype
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data0
Shape-CD: Change-Point Detection in Time-Series Data with Shapes and Neurons0
AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version0
Analyzing Spatio-Temporal Dynamics of Dissolved Oxygen for the River Thames using Superstatistical Methods and Machine Learning0
Market-Based Price Autocorrelation0
Introduction of L0 norm and application of L1 and C1 norm in the study of time-series0
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks0
Deep Decomposition for Stochastic Normal-Abnormal Transport0
Shapelets for earthquake detection0
ShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification0
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models0
Sharing Features among Dynamical Systems with Beta Processes0
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting0
Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement0
Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization0
Use Short Isometric Shapelets to Accelerate Binary Time Series Classification0
Short note on the behavior of recurrent neural network for noisy dynamical system0
Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data0
Introducing Data Primitives: Data Formats for the SKED Framework0
Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks0
AutoAI-TS: AutoAI for Time Series Forecasting0
Short-Term Memory Convolutions0
Experimental Investigation of Variational Mode Decomposition and Deep Learning for Short-Term Multi-horizon Residential Electric Load Forecasting0
Short-term power load forecasting method based on CNN-SAEDN-Res0
Short-term Prediction of Household Electricity Consumption Using Customized LSTM and GRU Models0
Short-term prediction of Time Series based on bounding techniques0
Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach0
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis0
A Multilayered Block Network Model to Forecast Large Dynamic Transportation Graphs: an Application to US Air Transport0
Short-term time series prediction using Hilbert space embeddings of autoregressive processes0
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework0
Short-Term Traffic Forecasting Using High-Resolution Traffic Data0
Short-term Wind Speed Forecasting based on LSSVM Optimized by Elitist QPSO0
Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models0
IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data0
Deep COVID-19 Forecasting for Multiple States with Data Augmentation0
Intrinsic Anomaly Detection for Multi-Variate Time Series0
Exploring the Role of Token in Transformer-based Time Series Forecasting0
Deep Coupling Network For Multivariate Time Series Forecasting0
Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification0
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?0
Intraday trading strategy based on time series and machine learning for Chinese stock market0
Intra-day Activity Better Predicts Chronic Conditions0
Signal automata and hidden Markov models0
Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series0
Interval-Valued Time Series Classification Using D_K-Distance0
Signal Fluctuation Sensitivity: an improved metric for optimizing detection of resting-state fMRI networks0
Signal-noise separation using unsupervised reservoir computing0
Signal Processing on Graphs: Causal Modeling of Unstructured Data0
Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework0
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