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Showing 1751–1800 of 9169 papers

TitleStatusHype
MultiCast: Zero-Shot Multivariate Time Series Forecasting Using LLMs—0
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting—0
FAITH: Frequency-domain Attention In Two Horizons for Time Series ForecastingCode1
A Study of Posterior Stability for Time-Series Latent Diffusion—0
GNN-based Anomaly Detection for Encoded Network Traffic—0
Interpretable Multivariate Time Series Forecasting Using Neural Fourier TransformCode1
Leveraging World Events to Predict E-Commerce Consumer Demand under AnomalyCode0
Attention as an RNNCode1
Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting—0
NFCL: Simply interpretable neural networks for a short-term multivariate forecasting—0
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla TransformersCode1
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series—0
Intervention-Aware Forecasting: Breaking Historical Limits from a System PerspectiveCode3
Scaling-laws for Large Time-series Models—0
Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System—0
Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention—0
Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation—0
Multimodal video analysis for crowd anomaly detection using open access tourism cameras—0
Enhancing Transformer-based models for Long Sequence Time Series Forecasting via Structured MatrixCode0
Revisiting Day-ahead Electricity Price: Simple Model Save MillionsCode0
Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven—0
Application of time-series quantum generative model to financial data—0
Federated Learning for Time-Series Healthcare Sensing with Incomplete ModalitiesCode0
PATE: Proximity-Aware Time series anomaly EvaluationCode1
An Active Learning Framework with a Class Balancing Strategy for Time Series Classification—0
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series ForecastingCode1
Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical StudyCode0
GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable MissingCode2
SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly DetectionCode1
Data-generating process and time-series asset pricing—0
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis—0
Macroeconomic Factors, Industrial Indexes and Bank Spread in Brazil—0
Function Extrapolation with Neural Networks and Its Application for ManifoldsCode0
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models—0
ECATS: Explainable-by-design concept-based anomaly detection for time series—0
WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting—0
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series ForecastingCode2
Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost—0
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series ImputationCode1
Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee—0
Optimal Text-Based Time-Series Indices—0
A novel Reservoir Architecture for Periodic Time Series Prediction—0
LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series ForecastingCode1
Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting—0
Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks—0
Optimizing Sales Forecasts through Automated Integration of Market Indicators—0
Seasonality and susceptibility from measles time seriesCode0
TimeX++: Learning Time-Series Explanations with Information BottleneckCode1
Improving Transformers using Faithful Positional Encoding—0
Joint Prediction Regions for time-series models—0
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