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Showing 201–250 of 9169 papers

TitleStatusHype
Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state NetworksCode0
Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention MechanismCode1
Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics—0
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis—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
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering—0
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction—0
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification BenchmarksCode1
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint—0
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions—0
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training SchemeCode0
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
FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series ForecastingCode1
Retrieval Augmented Time Series ForecastingCode1
Non-stationary Diffusion For Probabilistic Time Series ForecastingCode2
Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS)—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
Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study—0
Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM EraCode2
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
Parameter estimation for land-surface models using machine learning libraries—0
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion ModelsCode2
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series ForecastingCode0
Learning the Simplest Neural ODE—0
Ranked differences Pearson correlation dissimilarity with an application to electricity users time series clustering—0
Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge DistillationCode2
CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series ForecastingCode1
Lightweight Defense Against Adversarial Attacks in Time Series ClassificationCode0
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments—0
Enhanced Prediction Model for Time Series Characterized by GARCH via Interval Type-2 Fuzzy Inference System—0
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing—0
Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts—0
IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data—0
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection—0
Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing—0
Predicting the Price of Gold in the Financial Markets Using Hybrid Models—0
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System—0
A-DARTS: Stable Model Selection for Data Repair in Time SeriesCode0
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting—0
A Time-Series Data Augmentation Model through Diffusion and Transformer Integration—0
Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated RepresentationsCode1
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series—0
Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting—0
Probabilistic Time Series Forecasting of Residential Loads -- A Copula Approach—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders—0
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