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Time Series

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Showing 3401–3450 of 9169 papers

TitleStatusHype
Bake off redux: a review and experimental evaluation of recent time series classification algorithmsCode3
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Determination of the effective cointegration rank in high-dimensional time-series predictive regressions—0
Fuzzy clustering of ordinal time series based on two novel distances with economic applications—0
Ordinal time series analysis with the R package otsfeatures—0
Analyzing categorical time series with the R package ctsfeatures—0
Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator—0
Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature—0
Identifying Stochasticity in Time-Series with Autoencoder-Based Content-aware 2D Representation: Application to Black Hole DataCode0
AirBirds: A Large-scale Challenging Dataset for Bird Strike Prevention in Real-world Airports—0
A Neuro-Symbolic Approach for Enhanced Human Motion PredictionCode0
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning PotentialCode1
Unsupervised CD in satellite image time series by contrastive learning and feature tracking—0
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data—0
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022—0
Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting—0
Time Series Classification for Detecting Parkinson's Disease from Wrist MotionsCode0
Automatically identifying ordinary differential equations from dataCode1
Exogenous Data in Forecasting: FARM -- A New Measure for Relevance Evaluation—0
Algorithmic Information Forecastability—0
Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning—0
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data—0
Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain—0
An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies—0
Regions of Reliability in the Evaluation of Multivariate Probabilistic ForecastsCode0
A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies—0
LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded SystemsCode0
Autoregressive models for biomedical signal processing—0
Long-term Forecasting with TiDE: Time-series Dense EncoderCode5
Obstacle-Transformer: A Trajectory Prediction Network Based on Surrounding Trajectories—0
Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection—0
Context-aware Domain Adaptation for Time Series Anomaly Detection—0
Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership—0
Why Topological Data Analysis Detects Financial Bubbles?—0
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit—0
Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series—0
Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management—0
Video alignment using unsupervised learning of local and global features—0
Acoustic absement in detail: Quantifying acoustic differences across time-series representations of speech dataCode0
NP-Free: A Real-Time Normalization-free and Parameter-tuning-free Representation Approach for Open-ended Time Series—0
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time seriesCode1
Time-frequency co-movements between commodities and economic policy uncertainty across different crises—0
Generative modeling for time series via Schrödinger bridge—0
Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine—0
Multi-scale Fusion Fault Diagnosis Method Based on Two-Dimensionaliztion Sequence in Complex Scenarios—0
The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series ForecastingCode1
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series ClassificationCode1
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesCode1
Financial Time Series Forecasting using CNN and Transformer—0
FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce RecommendationCode0
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