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Showing 2151–2175 of 9169 papers

TitleStatusHype
Learning Predictive Checklists with Probabilistic Logic Programming—0
LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting—0
Quantile deep learning models for multi-step ahead time series predictionCode0
Tackling Data Heterogeneity in Federated Time Series Forecasting—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
Research on Optimal Portfolio Based on Multifractal Features—0
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series ClassificationCode0
A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids—0
PATH: A Discrete-sequence Dataset for Evaluating Online Unsupervised Anomaly Detection Approaches for Multivariate Time SeriesCode0
Complexity synchronization analysis of neurophysiological data: Theory and methods—0
From RNNs to Foundation Models: An Empirical Study on Commercial Building Energy Consumption—0
Conformal Prediction for Hierarchical Data—0
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers—0
Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node ClassificationCode0
A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant informationCode0
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data—0
Generalized Prompt Tuning: Adapting Frozen Univariate Time Series Foundation Models for Multivariate Healthcare Time SeriesCode0
Forecasting Application Counts in Talent Acquisition Platforms: Harnessing Multimodal Signals using LMs—0
Machine Learning Approaches on Crop Pattern Recognition a Comparative Analysis—0
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare PredictionCode0
A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors—0
ST-Tree with Interpretability for Multivariate Time Series Classification—0
Neural and Time-Series Approaches for Pricing Weather Derivatives: Performance and Regime Adaptation Using Satellite Data—0
Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting—0
FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework—0
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