Browse State-of-the-Art › Time Series › Papers, page 38
Time Series
Papers archive 2025-07-28
archive papers tagged: 9,169 · with a code link: 2,973 · where Syntology ran a sample: 647 (559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (647 of 9,169 tagged: 559 with a run with no instrument failure, 88 where every run was a failure of Syntology's instrument)
Page 38 of 92: papers 3,701 to 3,800 of 9,169, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
-
Conditional Lagrangian Wasserstein Flow for Time Series Imputation10 Oct 2024 0 repositories listed
-
Generalizable autoregressive modeling of time series through functional narratives10 Oct 2024 0 repositories listed
-
Green bubbles: a four-stage paradigm for detection and propagation9 Oct 2024 0 repositories listed
-
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization9 Oct 2024 0 repositories listed
-
Enforcing Interpretability in Time Series Transformers: A Concept Bottleneck Framework8 Oct 2024 0 repositories listed
-
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs8 Oct 2024 0 repositories listed
-
Identification and estimation for matrix time series CP-factor models8 Oct 2024 0 repositories listed
-
Navigating Inflation in Ghana: How Can Machine Learning Enhance Economic Stability and Growth Strategies8 Oct 2024 0 repositories listed
-
Stochastic Sparse Sampling: A Framework for Variable-Length Medical Time Series Classification8 Oct 2024 0 repositories listed
-
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models8 Oct 2024 0 repositories listed
-
Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet8 Oct 2024 0 repositories listed
-
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV7 Oct 2024 0 repositories listed
-
Large datasets for the Euro Area and its member countries and the dynamic effects of the common monetary policy7 Oct 2024 0 repositories listed
-
7 Oct 2024 0 repositories listed Syntology 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
-
MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals7 Oct 2024 0 repositories listed
-
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems7 Oct 2024 0 repositories listed
-
TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting7 Oct 2024 0 repositories listed
-
Transition of α-mixing in Random Iterations with Applications in Queuing Theory7 Oct 2024 0 repositories listed
-
Applying Quantum Autoencoders for Time Series Anomaly Detection5 Oct 2024 0 repositories listed
-
Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution5 Oct 2024 0 repositories listed
-
A new GARCH model with a deterministic time-varying intercept4 Oct 2024 0 repositories listed
-
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting4 Oct 2024 0 repositories listed
-
Forest Proximities for Time Series4 Oct 2024 0 repositories listed
-
Metadata Matters for Time Series: Informative Forecasting with Transformers4 Oct 2024 0 repositories listed
-
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAs4 Oct 2024 0 repositories listed
-
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model4 Oct 2024 0 repositories listed
-
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices3 Oct 2024 0 repositories listed
-
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement3 Oct 2024 0 repositories listed
-
Embedded Topic Models Enhanced by Wikification3 Oct 2024 0 repositories listed
-
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting3 Oct 2024 0 repositories listed
-
Learning K-U-Net with constant complexity: An Application to time series forecasting3 Oct 2024 0 repositories listed
-
Plots Unlock Time-Series Understanding in Multimodal Models3 Oct 2024 0 repositories listed
-
Repurposing Foundation Model for Generalizable Medical Time Series Classification3 Oct 2024 0 repositories listed
-
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis3 Oct 2024 0 repositories listed
-
Demand Forecasting in Supply Chain Management for Rossmann Stores Using Weather Enhanced Deep Learning Model2 Oct 2024 0 repositories listed
-
FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting2 Oct 2024 0 repositories listed
-
Incorporating Metabolic Information into LLMs for Anomaly Detection in Clinical Time-Series2 Oct 2024 0 repositories listed
-
Model Comparisons: XNet Outperforms KAN2 Oct 2024 0 repositories listed
-
TiVaT: A Transformer with a Single Unified Mechanism for Capturing Asynchronous Dependencies in Multivariate Time Series Forecasting2 Oct 2024 0 repositories listed
-
Advancing Spatio-temporal Storm Surge Prediction with Hierarchical Deep Neural Networks1 Oct 2024 0 repositories listed
-
AR-Sieve Bootstrap for the Random Forest and a simulation-based comparison with rangerts time series prediction1 Oct 2024 0 repositories listed
-
Asymmetrically connected reservoir networks learn better1 Oct 2024 0 repositories listed
-
Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data1 Oct 2024 0 repositories listed
-
1 Oct 2024 0 repositories listed
-
Recovering Time-Varying Networks From Single-Cell Data1 Oct 2024 0 repositories listed
-
A SSM is Polymerized from Multivariate Time Series30 Sep 2024 0 repositories listed
-
Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting30 Sep 2024 0 repositories listed
-
Detecting Structural breakpoints in natural gas and electricity wholesale prices via Bayesian ensemble approach, in the era of energy prices turmoil of 2022 period: the cases of ten European markets30 Sep 2024 0 repositories listed
-
GARCH-Informed Neural Networks for Volatility Prediction in Financial Markets30 Sep 2024 0 repositories listed
-
StreamEnsemble: Predictive Queries over Spatiotemporal Streaming Data30 Sep 2024 0 repositories listed
-
KODA: A Data-Driven Recursive Model for Time Series Forecasting and Data Assimilation using Koopman Operators29 Sep 2024 0 repositories listed
-
Explicit construction of recurrent neural networks effectively approximating discrete dynamical systems28 Sep 2024 0 repositories listed
-
Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model27 Sep 2024 0 repositories listed
-
HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting27 Sep 2024 0 repositories listed
-
On the Power of Decision Trees in Auto-Regressive Language Modeling27 Sep 2024 0 repositories listed
-
Tail Risk Analysis for Financial Time Series27 Sep 2024 0 repositories listed
-
Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series27 Sep 2024 0 repositories listed
-
Volatility Forecasting in Global Financial Markets Using TimeMixer27 Sep 2024 0 repositories listed
-
A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network26 Sep 2024 0 repositories listed
-
Causality-based Subject and Task Fingerprints using fMRI Time-series Data26 Sep 2024 0 repositories listed
-
Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors26 Sep 2024 0 repositories listed
-
Method for Evaluating the Number of Signal Sources and Application to Non-invasive Brain-computer Interface26 Sep 2024 0 repositories listed
-
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data25 Sep 2024 0 repositories listed
-
Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction25 Sep 2024 0 repositories listed
-
Sparsity, Regularization and Causality in Agricultural Yield: The Case of Paddy Rice in Peru25 Sep 2024 0 repositories listed
-
The Credibility Transformer25 Sep 2024 0 repositories listed
-
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting24 Sep 2024 0 repositories listed
-
Generative AI-driven forecasting of oil production24 Sep 2024 0 repositories listed
-
Quantifying wave propagation in a chain of FitzHugh-Nagumo neurons24 Sep 2024 0 repositories listed
-
Transfer learning for financial data predictions: a systematic review24 Sep 2024 0 repositories listed
-
Transformer based time series prediction of the maximum power point for solar photovoltaic cells24 Sep 2024 0 repositories listed
-
Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online23 Sep 2024 0 repositories listed
-
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast23 Sep 2024 0 repositories listed
-
MotifDisco: Motif Causal Discovery For Time Series Motifs23 Sep 2024 0 repositories listed
-
TS-HTFA: Advancing Time Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models23 Sep 2024 0 repositories listed
-
Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining22 Sep 2024 0 repositories listed
-
Test Time Learning for Time Series Forecasting21 Sep 2024 0 repositories listed
-
METDrive: Multi-modal End-to-end Autonomous Driving with Temporal Guidance19 Sep 2024 0 repositories listed
-
Exploring Representations and Interventions in Time Series Foundation Models19 Sep 2024 0 repositories listed
-
Recurrent Interpolants for Probabilistic Time Series Prediction18 Sep 2024 0 repositories listed
-
User-friendly Foundation Model Adapters for Multivariate Time Series Classification18 Sep 2024 0 repositories listed
-
Beyond LoRA: Exploring Efficient Fine-Tuning Techniques for Time Series Foundational Models17 Sep 2024 0 repositories listed
-
D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding17 Sep 2024 0 repositories listed
-
Implicit Reasoning in Deep Time Series Forecasting17 Sep 2024 0 repositories listed
-
Latent mixed-effect models for high-dimensional longitudinal data17 Sep 2024 0 repositories listed
-
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers17 Sep 2024 0 repositories listed
-
Towards Time Series Reasoning with LLMs17 Sep 2024 0 repositories listed
-
Value of Information in the Mean-Square Case and its Application to the Analysis of Financial Time-Series Forecast17 Sep 2024 0 repositories listed
-
Machine listening in a neonatal intensive care unit16 Sep 2024 0 repositories listed
-
TCDformer-based Momentum Transfer Model for Long-term Sports Prediction16 Sep 2024 0 repositories listed
-
Matrix Profile for Anomaly Detection on Multidimensional Time Series14 Sep 2024 0 repositories listed
-
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification14 Sep 2024 0 repositories listed
-
Weather Prediction Using CNN-LSTM for Time Series Analysis: A Case Study on Delhi Temperature Data14 Sep 2024 0 repositories listed
-
Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics13 Sep 2024 0 repositories listed
-
Recent Trends in Modelling the Continuous Time Series using Deep Learning: A Survey13 Sep 2024 0 repositories listed
-
Bayesian Dynamic Factor Models for High-dimensional Matrix-valued Time Series12 Sep 2024 0 repositories listed
-
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series12 Sep 2024 0 repositories listed
-
Testing for a Forecast Accuracy Breakdown under Long Memory11 Sep 2024 0 repositories listed
-
Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systems11 Sep 2024 0 repositories listed
-
Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a Model Zoo10 Sep 2024 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.