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Spiral Time: A Geometric Reframing of Temporal Structure and Its Applications in Machine Learning

https://doi.org/10.5281/zenodo.20632938

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inferred← citeshttps://doi.org/10.15439/2022f174openalex-snapshot

Temporal Language Modeling for Short Text Document Classification with Transformers

inferred← citeshttps://doi.org/10.1609/aaai.v36i6.20638openalex-snapshot

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inferred← citeshttps://doi.org/10.1609/aaai.v37i6.25876openalex-snapshot

PrimeNet: Pre-training for Irregular Multivariate Time Series

inferred← citeshttps://doi.org/10.18653/v1/2022.acl-long.281openalex-snapshot

Incorporating Stock Market Signals for Twitter Stance Detection

inferred← citeshttps://doi.org/10.18653/v1/2022.acl-long.437openalex-snapshot

Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News

inferred← citeshttps://doi.org/10.20517/jmi.2024.84openalex-snapshot

Advancements in the estimation of the state of charge of lithium-ion battery: a comprehensive review of traditional and deep learning approaches

inferred← citeshttps://doi.org/10.21203/rs.3.rs-1793953/v1openalex-snapshot

Empirical Assessment of Transformer Based Neural Network Architecture in Forecasting Pollution Trends

inferred← citeshttps://doi.org/10.21203/rs.3.rs-2975478/v1openalex-snapshot

Using Sequences of Life-events to Predict Human Lives

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3545247/v1openalex-snapshot

Easy attention: A simple self-attention mechanism for transformer-based time-series reconstruction and prediction

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3959125/v1openalex-snapshot

TOO-BERT: A Trajectory Order Objective BERT for self-supervised representation learning of temporal healthcare data

inferred← citeshttps://doi.org/10.2196/75340openalex-snapshot

Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study

inferred← citeshttps://doi.org/10.24963/ijcai.2021/440openalex-snapshot

Learning Deeper Non-Monotonic Networks by Softly Transferring Solution Space

inferred← citeshttps://doi.org/10.24963/ijcai.2022/299openalex-snapshot

TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning

inferred← citeshttps://doi.org/10.24963/ijcai.2022/499openalex-snapshot

Automatically Gating Multi-Frequency Patterns through Rectified Continuous Bernoulli Units with Theoretical Principles

inferred← citeshttps://doi.org/10.24963/ijcai.2023/660openalex-snapshot

Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare

inferred← citeshttps://doi.org/10.32473/flairs.36.133107openalex-snapshot

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inferred← citeshttps://doi.org/10.3390/aerospace9080427openalex-snapshot

A Real-Time Reentry Guidance Method for Hypersonic Vehicles Based on a Time2vec and Transformer Network

inferred← citeshttps://doi.org/10.48550/arxiv.2101.05974openalex-snapshot

Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks

inferred← citeshttps://doi.org/10.48550/arxiv.2310.04486openalex-snapshot

T-Rep: Representation Learning for Time Series using Time-Embeddings

inferred← citeshttps://doi.org/10.7166/34-3-2943openalex-snapshot

A TAXONOMY OF UNIVARIATE ANOMALY DETECTION ALGORITHMS FOR PREDICTIVE MAINTENANCE

inferred← citeshttps://doi.org/10.7557/18.6229openalex-snapshot

Modelling Phytoplankton Behaviour in the North and Irish Sea with Transformer Networks

inferred← citeshttps://doi.org/10.7717/peerj-cs.2595openalex-snapshot

A temporal knowledge graph reasoning model based on recurrent encoding and contrastive learning

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