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Showing 1551–1600 of 9169 papers

TitleStatusHype
Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline—0
A Set-Sequence Model for Time Series—0
Inferring the Most Similar Variable-length Subsequences between Multidimensional Time Series—0
Beyond Time: Cross-Dimensional Frequency Supervision for Time Series Forecasting—0
Nearest Neighbor Multivariate Time Series Forecasting—0
ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing DataCode0
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting—0
Does Scaling Law Apply in Time Series Forecasting?—0
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain AdaptationCode0
Topology-driven identification of repetitions in multi-variate time seriesCode0
ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data—0
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesCode0
LibIQ: Toward Real-Time Spectrum Classification in O-RAN dAppsCode0
Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting—0
A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting—0
Implet: A Post-hoc Subsequence Explainer for Time Series ModelsCode0
Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation—0
Evaluating Simplification Algorithms for Interpretability of Time Series Classification—0
SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models—0
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting ModelCode0
DELPHYNE: A Pre-Trained Model for General and Financial Time Series—0
4TaStiC: Time and trend traveling time series clustering for classifying long-term type 2 diabetes patients—0
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism—0
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysisCode0
Revisiting the Excess Volatility Puzzle Through the Lens of the Chiarella Model—0
A Comparative Study of Transformer-Based Models for Multi-Horizon Blood Glucose PredictionCode0
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state NetworksCode0
Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics—0
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCHCode0
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks—0
The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis—0
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering—0
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint—0
Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data—0
NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly PipelinesCode0
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction—0
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training SchemeCode0
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions—0
Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series—0
STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting—0
Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS)—0
Parameter estimation for land-surface models using machine learning libraries—0
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series ForecastingCode0
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study—0
Learning the Simplest Neural ODE—0
Lightweight Defense Against Adversarial Attacks in Time Series ClassificationCode0
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