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Time Series

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Showing 2751–2800 of 9169 papers

TitleStatusHype
T-Rep: Representation Learning for Time Series using Time-EmbeddingsCode1
Capturing Chronology and Extreme Values of Representative Days for Planning of Transmission Lines and Long-Term Energy Storage SystemsCode0
Introducing the Attribution Stability Indicator: a Measure for Time Series XAI AttributionsCode0
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
TimeGPT-1Code4
An Efficient Content-based Time Series Retrieval System—0
Toward a Foundation Model for Time Series Data—0
Multitask Learning for Time Series Data with 2D Convolution—0
Sparse Deep Learning for Time Series Data: Theory and Applications—0
A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs—0
Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms—0
Conformal Predictions for Longitudinal Data—0
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEsCode1
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
CausalTime: Realistically Generated Time-series for Benchmarking of Causal DiscoveryCode1
Prompting-based Temporal Domain Generalization—0
Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture—0
Time-LLM: Time Series Forecasting by Reprogramming Large Language ModelsCode4
Perceiver-based CDF Modeling for Time Series Forecasting—0
Expert enhanced dynamic time warping based anomaly detection—0
DANI: Fast Diffusion Aware Network Inference with Preserving Topological Structure PropertyCode0
Modality-aware Transformer for Financial Time series Forecasting—0
Automated regime detection in multidimensional time series data using sliced Wasserstein k-means clustering—0
Non-Exchangeable Conformal Risk ControlCode1
Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting—0
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time SeriesCode1
Embedded Temporal Feature Selection for Time Series Forecasting Using Deep LearningCode0
Study of Stylized Facts in Stock Market Data—0
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series ForecastingCode2
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
Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly DetectionCode1
Efficient Interpretable Nonlinear Modeling for Multiple Time Series—0
Asynchronous Graph GeneratorCode0
Algorithmic Recourse for Anomaly Detection in Multivariate Time Series—0
Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems—0
Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling—0
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections—0
Asset Bundling for Wind Power Forecasting—0
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter AveragingCode0
A parsimonious, computationally efficient machine learning method for spatial regression—0
Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models—0
Mixup Your Own PairsCode1
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Unified Long-Term Time-Series Forecasting BenchmarkCode1
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