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Time Series

Papers

Showing 72517300 of 9169 papers

TitleStatusHype
Sensor data-driven analysis for identification of causal relationships between exposure to air pollution and respiratory rate in asthmatics0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications0
Investigation on the use of Hidden-Markov Models in automatic transcription of music0
Sensor selection on graphs via data-driven node sub-sampling in network time series0
Investigation of Flash Crash via Topological Data Analysis0
Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning0
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series0
Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach0
Autoencoding Conditional GAN for Portfolio Allocation Diversification0
Analyzing the Impact of Financial Inclusion on Economic Growth in Bangladesh0
Investigating the impact of autocorrelation on time-varying connectivity0
Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM0
Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey0
Investigating Sindy As a Tool For Causal Discovery In Time Series Signals0
DeepDPM: Dynamic Population Mapping via Deep Neural Network0
Investigating Market Strength Prediction with CNNs on Candlestick Chart Images0
Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences0
Sequence Prediction Under Missing Data : An RNN Approach Without Imputation0
Sequence Summarization Using Order-constrained Kernelized Feature Subspaces0
Sequence to sequence deep learning models for solar irradiation forecasting0
Deep Double Descent for Time Series Forecasting: Avoiding Undertrained Models0
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions0
Sequential convolutional network for behavioral pattern extraction in gait recognition0
Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains0
Investigating echo state networks dynamics by means of recurrence analysis0
Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity Prices0
Autoencoder-based time series clustering with energy applications0
A Dictionary-based approach to Time Series Ordinal Classification0
Investigating Deep Neural Network Architecture and Feature Extraction Designs for Sensor-based Human Activity Recognition0
Investigating Compositional Reasoning in Time Series Foundation Models0
Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors0
Deep Directed Information-Based Learning for Privacy-Preserving Smart Meter Data Release0
Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network0
Sequential visibility-graph motifs0
Invariants of multidimensional time series based on their iterated-integral signature0
Invariant Factorization Of Time-Series0
Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems0
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data0
AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version0
Series-to-Series Diffusion Bridge Model0
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
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models0
SFFDD: Deep Neural Network with Enriched Features for Failure Prediction with Its Application to Computer Disk Driver0
SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction0
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting0
Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization0
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