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Time Series

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Showing 3651–3700 of 9169 papers

TitleStatusHype
Deep Optimal Timing Strategies for Time SeriesCode0
Performative Time-Series ForecastingCode0
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection—0
NetTiSA: Extended IP Flow with Time-series Features for Universal Bandwidth-constrained High-speed Network Traffic ClassificationCode0
Clustering Three-Way Data with Outliers—0
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection—0
Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing—0
Introducing the Attribution Stability Indicator: a Measure for Time Series XAI AttributionsCode0
AI-Based Decadal Predictive Analysis of Twenty Infectious Diseases in China with an Improved BSTS-MCMC Model—0
Capturing Chronology and Extreme Values of Representative Days for Planning of Transmission Lines and Long-Term Energy Storage SystemsCode0
Ultimate limit on learning non-Markovian behavior: Fisher information rate and excess information—0
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time SeriesCode0
Comparing Time-Series Analysis Approaches Utilized in Research Papers to Forecast COVID-19 Cases in Africa: A Literature Review—0
Multitask Learning for Time Series Data with 2D Convolution—0
Sparse Deep Learning for Time Series Data: Theory and Applications—0
An Efficient Content-based Time Series Retrieval System—0
Toward a Foundation Model for Time Series Data—0
A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs—0
Conformal Predictions for Longitudinal Data—0
Graph Neural Networks and Time Series as Directed Graphs for Quality Recognition—0
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification—0
Estimation of Models with Limited Data by Leveraging Shared Structure—0
Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms—0
Prompting-based Temporal Domain Generalization—0
Perceiver-based CDF Modeling for Time Series Forecasting—0
Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture—0
Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting—0
Expert enhanced dynamic time warping based anomaly detection—0
Automated regime detection in multidimensional time series data using sliced Wasserstein k-means clustering—0
Modality-aware Transformer for Financial Time series Forecasting—0
DANI: Fast Diffusion Aware Network Inference with Preserving Topological Structure PropertyCode0
Study of Stylized Facts in Stock Market Data—0
Embedded Temporal Feature Selection for Time Series Forecasting Using Deep LearningCode0
Determining the Optimal Number of Clusters for Time Series Datasets with Symbolic Pattern Forest—0
NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading—0
Universality of almost periodic orbits in certain composite functions—0
Efficient Interpretable Nonlinear Modeling for Multiple Time Series—0
Asynchronous Graph GeneratorCode0
Asset Bundling for Wind Power Forecasting—0
Algorithmic Recourse for Anomaly Detection in Multivariate Time Series—0
A parsimonious, computationally efficient machine learning method for spatial regression—0
Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling—0
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter AveragingCode0
Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems—0
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections—0
Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models—0
Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices—0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field—0
Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST—0
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