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Showing 2151–2200 of 9169 papers

TitleStatusHype
Class-incremental Learning for Time Series: Benchmark and EvaluationCode2
Attractor Memory for Long-Term Time Series Forecasting: A Chaos PerspectiveCode1
Multi-class Temporal Logic Neural Networks—0
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering—0
ContiFormer: Continuous-Time Transformer for Irregular Time Series ModelingCode0
Graph-based Forecasting with Missing Data through Spatiotemporal DownsamplingCode1
Time Series Forecasting with LLMs: Understanding and Enhancing Model CapabilitiesCode1
Can Transformers Predict Vibrations?—0
Parametric Augmentation for Time Series Contrastive LearningCode1
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data—0
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection ModelsCode2
On Designing Features for Condition Monitoring of Rotating Machines—0
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise AttentionCode2
A Dynamical View of the Question of WhyCode0
Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides—0
Conformalized Adaptive Forecasting of Heterogeneous TrajectoriesCode0
Patch-based adaptive temporal filter and residual evaluation—0
Evaluating DTW Measures via a Synthesis Framework for Time-Series Data—0
Changes by Butterflies: Farsighted Forecasting with Group Reservoir Transformer—0
Loss Shaping Constraints for Long-Term Time Series Forecasting—0
IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture—0
Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation LearningCode0
Embracing the black box: Heading towards foundation models for causal discovery from time series dataCode0
Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints—0
Time-Series Classification for Dynamic Strategies in Multi-Step Forecasting—0
ROSpace: Intrusion Detection Dataset for a ROS2-Based Cyber-Physical SystemCode0
On Bayesian Filtering for Markov Regime Switching Models—0
Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro—0
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems—0
Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction—0
Measurement Scheduling for ICU Patients with Offline Reinforcement Learning—0
GeoFormer: A Vision and Sequence Transformer-based Approach for Greenhouse Gas Monitoring—0
REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language ModelsCode0
FNSPID: A Comprehensive Financial News Dataset in Time SeriesCode3
Generative Nowcasting of Marine Fog Visibility in the Grand Banks area and Sable Island in Canada—0
Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction—0
Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction—0
Safe Active Learning for Time-Series Modeling with Gaussian Processes—0
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-SeriesCode0
TEE4EHR: Transformer Event Encoder for Better Representation Learning in Electronic Health RecordsCode0
TimEHR: Image-based Time Series Generation for Electronic Health RecordsCode0
Probabilistic Forecasting of Irregular Time Series via Conditional FlowsCode0
Text2Data: Low-Resource Data Generation with Textual Control—0
MTSA-SNN: A Multi-modal Time Series Analysis Model Based on Spiking Neural NetworkCode1
Selective linear segmentation for detecting relevant parameter changes—0
Reduced-order modeling of unsteady fluid flow using neural network ensembles—0
Attention as Robust Representation for Time Series Forecasting—0
Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting—0
Time Series Diffusion in the Frequency DomainCode2
Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons—0
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