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Showing 1351–1400 of 9169 papers

TitleStatusHype
SPORTSCausal: Spill-Over Time Series Causal Inference—0
Correlation Analysis of Adversarial Attack in Time Series Classification—0
Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction—0
KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting?Code2
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features—0
Learning Deep Dissipative DynamicsCode0
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications—0
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals—0
Interactive Counterfactual Generation for Univariate Time Series—0
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series ForecastingCode2
Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics—0
Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series—0
Wave-Mask/Mix: Exploring Wavelet-Based Augmentations for Time Series ForecastingCode1
Unlocking the Power of LSTM for Long Term Time Series Forecasting—0
sTransformer: A Modular Approach for Extracting Inter-Sequential and Temporal Information for Time-Series Forecasting—0
Causality-Inspired Models for Financial Time Series Forecasting—0
PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities—0
Demystifying the Communication Characteristics for Distributed Transformer Models—0
Agentic Retrieval-Augmented Generation for Time Series Analysis—0
Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method—0
Time Series Analysis by State Space Learning—0
A Benchmark Time Series Dataset for Semiconductor Fabrication Manufacturing Constructed using Component-based Discrete-Event Simulation Models—0
Beam Prediction based on Large Language Models—0
PITN: Physics-Informed Temporal Networks for Cuffless Blood Pressure EstimationCode1
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series—0
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features—0
Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain—0
Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural NetworksCode0
DeNOTS: Stable Deep Neural ODEs for Time Series—0
System States Forecasting of Microservices with Dynamic Spatio-Temporal DataCode0
RandomNet: Clustering Time Series Using Untrained Deep Neural NetworksCode0
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining—0
MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series AnalysisCode2
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language ModelsCode0
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust AnalysisCode0
Leveraging Priors via Diffusion Bridge for Time Series Generation—0
Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection—0
Anomaly Detection in Time Series of EDFA Pump Currents to Monitor Degeneration Processes using Fuzzy Clustering—0
Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series—0
Inferring directed spectral information flow between mixed-frequency time seriesCode0
Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach—0
Predicting Chaotic System Behavior using Machine Learning Techniques—0
Change-Point Detection in Time Series Using Mixed Integer Programming—0
An End-to-End Model for Time Series Classification In the Presence of Missing Values—0
Strong denoising of financial time-series—0
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent ImputationCode1
Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine LearningCode0
ARMA-Design: Optimal Treatment Allocation Strategies for A/B Testing in Partially Observable Time Series ExperimentsCode0
An Evaluation of Standard Statistical Models and LLMs on Time Series ForecastingCode0
Exploring Scalability in Large-Scale Time Series in DeepVATS frameworkCode1
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