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Time Series

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Showing 1701–1750 of 9169 papers

TitleStatusHype
Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements—0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and BaselinesCode0
Nonparametric spectral density estimation using interactive mechanisms under local differential privacy—0
Methodology for Detecting Energy Anomalies due to Multi-Replay Attacks on Electric Vehicle Charging Infrastructure—0
Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow predictionCode0
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural NetworksCode0
ModelRadar: Aspect-based Forecast Evaluation—0
Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis—0
Enhancing Time Series Forecasting with Fuzzy Attention-Integrated TransformersCode0
CITRAS: Covariate-Informed Transformer for Time Series Forecasting—0
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning—0
Frequency-Aware Attention-LSTM for PM_2.5 Time Series Forecasting—0
Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series ForecastingCode0
A Comparison of Parametric Dynamic Mode Decomposition Algorithms for Thermal-Hydraulics ApplicationsCode0
Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting—0
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous DomainsCode0
Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting—0
The geomagnetic storm and Kp prediction using Wasserstein transformer—0
Fuzzy Cluster-Aware Contrastive Clustering for Time SeriesCode0
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation—0
MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series—0
Long-Term Electricity Demand Prediction Using Non-negative Tensor Factorization and Genetic Algorithm-Driven Temporal Modeling—0
Probabilistic Functional Neural Networks—0
Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting—0
Data-Driven Extreme Response Estimation—0
LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence—0
Retrieving Time-Series Differences Using Natural Language Queries—0
Multimodal Data Integration for Sustainable Indoor Gardening: Tracking Anyplant with Time Series Foundation Model—0
Addressing Challenges in Time Series Forecasting: A Comprehensive Comparison of Machine Learning Techniques—0
Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series—0
Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection—0
Revisit Time Series Classification Benchmark: The Impact of Temporal Information for ClassificationCode0
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting ModelsCode0
Refining Time Series Anomaly Detectors using Large Language Models—0
Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms—0
The Nonlinear Impact of Minimum Wage on Labor Employment in China—0
Simultaneous Inference Bands for AutocorrelationsCode0
Cryptocurrency Time Series on the Binary Complexity-Entropy Plane: Ranking Efficiency from the Perspective of Complex Systems—0
RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated DataCode0
Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model—0
Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting—0
Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography—0
CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series—0
TRACE: Time SeRies PArameter EffiCient FinE-tuning—0
Communities in the Kuramoto Model: Dynamics and Detection via Path SignaturesCode0
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic ForecastingCode0
Multivariate Time Series Anomaly Detection in Industry 5.0—0
Notes on Correlation Stress Tests—0
Machine learning identifies nullclines in oscillatory dynamical systems—0
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction—0
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