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Time Series

Papers

Showing 24512500 of 9169 papers

TitleStatusHype
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series0
Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art0
Byte Pair Encoding for Efficient Time Series Forecasting0
"Butterfly Effect" vs Chaos in Energy Futures Markets0
A Functional approach for Two Way Dimension Reduction in Time Series0
Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts0
Business Metric-Aware Forecasting for Inventory Management0
Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition0
Anomaly Detection in Time Series of EDFA Pump Currents to Monitor Degeneration Processes using Fuzzy Clustering0
Bursty and persistent properties of large-scale brain networks revealed with a point-based method for dynamic functional connectivity0
Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning0
A Set-Sequence Model for Time Series0
DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend0
Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Analysis0
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms0
DTMamba : Dual Twin Mamba for Time Series Forecasting0
Building Deep Learning Models to Predict Mortality in ICU Patients0
DTWSSE: Data Augmentation with a Siamese Encoder for Time Series0
Contrastive Blind Denoising Autoencoder for Real-Time Denoising of Industrial IoT Sensor Data0
Dual reparametrized Variational Generative Model for Time-Series Forecasting0
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction0
Activations Through Extensions: A Framework To Boost Performance Of Neural Networks0
Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)0
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks0
Anomaly detection in laser-guided vehicles' batteries: a case study0
BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series0
A framework for mining lifestyle profiles through multi-dimensional and high-order mobility feature clustering0
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA0
Bridging the Last Mile of Prediction: Enhancing Time Series Forecasting with Conditional Guided Flow Matching0
Bridging the Gap: Decoding the Intrinsic Nature of Time in Market Data0
Anomaly detection in dynamical systems from measured time series0
DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership0
Bridging the Gap: A Decade Review of Time-Series Clustering Methods0
Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation0
Anomaly Detection in Cloud Components0
Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model0
Bridging Short- and Long-Term Dependencies: A CNN-Transformer Hybrid for Financial Time Series Forecasting0
Actions Generation from Captions0
Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection0
Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization0
Bridging AIC and BIC: a new criterion for autoregression0
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling0
Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder0
A Framework for Evaluating the Impact of Food Security Scenarios0
DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction0
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification0
Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting0
Dynamical Component Analysis (DyCA): Dimensionality Reduction For High-Dimensional Deterministic Time-Series0
Dynamic Deep Convolutional Candlestick Learner0
Action Prediction in Humans and Robots0
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