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Time Series

Papers

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TitleStatusHype
A General Framework for Hypercomplex-valued Extreme Learning Machines0
Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-190
A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information0
Canonical Time Warping for Alignment of Human Behavior0
A Non-linear Function-on-Function Model for Regression with Time Series Data0
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy0
Can Machine Learning Catch Economic Recessions Using Economic and Market Sentiments?0
Can LLMs Serve As Time Series Anomaly Detectors?0
Can GANs Learn the Stylized Facts of Financial Time Series?0
Anomaly Subsequence Detection with Dynamic Local Density for Time Series0
A General Description of Growth Trends0
Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?0
Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon0
Can automated smoothing significantly improve benchmark time series classification algorithms?0
Can Agent-Based Models Probe Market Microstructure?0
Anomaly detection with Wasserstein GAN0
Active Rule Mining for Multivariate Anomaly Detection in Radio Access Networks0
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression0
CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression0
Anomaly Detection with HMM Gauge Likelihood Analysis0
CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements0
Calibration window selection based on change-point detection for forecasting electricity prices0
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers0
Discriminative State Space Models0
Calibration of Machine Learning Classifiers for Probability of Default Modelling0
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