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Showing 301–350 of 9169 papers

TitleStatusHype
Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System—0
Machine Learning-Based Cyberattack Detection and Identification for Automatic Generation Control Systems Considering Nonlinearities—0
Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality—0
PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection—0
ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative MethodCode1
ms-Mamba: Multi-scale Mamba for Time-Series Forecasting—0
Diffusion Transformers for Tabular Data Time Series GenerationCode1
Semantically Encoding Activity Labels for Context-Aware Human Activity RecognitionCode0
Market-Based Portfolio Variance—0
Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMsCode1
Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics—0
Polyspectral Mean based Time Series Clustering of Indian Stock Market—0
AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection—0
TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis—0
Bounds in Wasserstein Distance for Locally Stationary Functional Time Series—0
Gaze-Guided Learning: Avoiding Shortcut Bias in Visual ClassificationCode0
Interval-Valued Time Series Classification Using D_K-Distance—0
Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling—0
Aggregating time-series and image data: functors and double functors—0
Debiasing Continuous-time Nonlinear Autoregressions—0
iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning—0
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification—0
Foundation Models for Time Series: A Survey—0
Loss Functions in Deep Learning: A Comprehensive Review—0
Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large ModelsCode0
Water Mapping and Change Detection Using Time Series Derived from the Continuous Monitoring of Land Disturbance Algorithm—0
Adaptive Classification of Interval-Valued Time Series—0
Block Toeplitz Sparse Precision Matrix Estimation for Large-Scale Interval-Valued Time Series Forecasting—0
Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review—0
Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning—0
Temporal Gaussian Copula For Clinical Multivariate Time Series Data ImputationCode0
VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection—0
Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates—0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and BaselinesCode0
Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements—0
Efficient Model Selection for Time Series Forecasting via LLMs—0
FastFlow: Early Yet Robust Network Flow Classification using the Minimal Number of Time-Series Packets—0
Inference of hidden common driver dynamics by anisotropic self-organizing neural networks—0
A Prefixed Patch Time Series Transformer for Two-Point Boundary Value Problems in Three-Body Problems—0
CLaP -- State Detection from Time SeriesCode0
Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow predictionCode0
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural NetworksCode0
Methodology for Detecting Energy Anomalies due to Multi-Replay Attacks on Electric Vehicle Charging Infrastructure—0
Nonparametric spectral density estimation using interactive mechanisms under local differential privacy—0
Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series ForecastingCode0
Enhancing Time Series Forecasting with Fuzzy Attention-Integrated TransformersCode0
ModelRadar: Aspect-based Forecast Evaluation—0
Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series ForecastingCode1
Did ChatGPT or Copilot use alter the style of internet news headlines? A time series regression analysis—0
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning—0
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