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Time Series

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Showing 1776–1800 of 9169 papers

TitleStatusHype
Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain—0
LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics—0
Predicting Lifespan of Ground-to-Air Multipath Components in mmWave UAV Channels—0
EEG relative phase-based analysis unveils the complexity and universality of human brain dynamics: integrative insights from general anesthesia and ADHD—0
Towards Efficient Parametric State Estimation in Circulating Fuel Reactors with Shallow Recurrent Decoder NetworksCode0
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization—0
MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series ForecastingCode0
Data Driven Decision Making with Time Series and Spatio-temporal Data—0
FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models—0
Enhancing Time Series Forecasting via Logic-Inspired Regularization—0
PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning—0
Personalized Convolutional Dictionary Learning of Physiological Time SeriesCode0
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks—0
Machine learning algorithms to predict stroke in China based on causal inference of time series analysis—0
A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph—0
Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA—0
Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature—0
Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction—0
A Novel Distributed PV Power Forecasting Approach Based on Time-LLM—0
WaveStitch: Flexible and Fast Conditional Time Series Generation with Diffusion ModelsCode0
Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling—0
On reconstructing high derivatives of noisy time-series with confidence intervals—0
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster—0
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation—0
Coarse graining and reduced order models for plume ejection dynamics—0
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