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Time Series Analysis

Papers archive 2025-07-28

archive papers tagged: 6,748 · with a code link: 1,993 · where Syntology ran a sample: 383 (327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (383 of 6,748 tagged: 327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 28 of 68: papers 2,701 to 2,800 of 6,748, 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.

• High-frequency financial market simulation and flash crash scenarios analysis: an agent-based modelling approach
  29 Aug 2022 0 repositories listed
• Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences
  29 Aug 2022 0 repositories listed
• Understanding intra-day price formation process by agent-based financial market simulation: calibrating the extended chiarella model
  29 Aug 2022 0 repositories listed
• Learning Informative Health Indicators Through Unsupervised Contrastive Learning
  28 Aug 2022 0 repositories listed
• A restricted eigenvalue condition for unit-root non-stationary data
  27 Aug 2022 0 repositories listed
• A statistical test of market efficiency based on information theory
  25 Aug 2022 0 repositories listed
• Spatio-Temporal Representation Learning Enhanced Source Cell-phone Recognition from Speech Recordings
  25 Aug 2022 0 repositories listed
• Evaluating the Planning and Operational Resilience of Electrical Distribution Systems with Distributed Energy Resources using Complex Network Theory
  24 Aug 2022 0 repositories listed
• Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations
  24 Aug 2022 0 repositories listed
• Spectrum of non-Hermitian deep-Hebbian neural networks
  24 Aug 2022 0 repositories listed
• Time-to-Green predictions for fully-actuated signal control systems with supervised learning
  24 Aug 2022 0 repositories listed
• Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
  23 Aug 2022 0 repositories listed
• Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization
  23 Aug 2022 0 repositories listed
• Ordinal analysis of lexical patterns
  23 Aug 2022 0 repositories listed
• We Are in This Together: Quantifying Community Subjective Wellbeing and Resilience
  23 Aug 2022 0 repositories listed
• ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram
  22 Aug 2022 0 repositories listed
• Predicting the Biological Classification of Cell-Cycle Regulated Genes of Saccharomyces cerevisiae using Community Detection Algorithms on Gene Co-expression Networks
  22 Aug 2022 0 repositories listed
• Prediction of good reaction coordinates and future evolution of MD trajectories using Regularized Sparse Autoencoders: A novel deep learning approach
  22 Aug 2022 0 repositories listed
• Towards an AI-based Early Warning System for Bridge Scour
  22 Aug 2022 0 repositories listed
• A decomposition of book structure through ousiometric fluctuations in cumulative word-time
  19 Aug 2022 0 repositories listed
• KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution
  18 Aug 2022 0 repositories listed
• Learning-based estimation of in-situ wind speed from underwater acoustics
  18 Aug 2022 0 repositories listed
• Network inference via process motifs for lagged correlation in linear stochastic processes
  18 Aug 2022 0 repositories listed
• Sequence Prediction Under Missing Data : An RNN Approach Without Imputation
  18 Aug 2022 0 repositories listed
• Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint
  17 Aug 2022 0 repositories listed
• NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education
  17 Aug 2022 0 repositories listed
• ODformer: Spatial-Temporal Transformers for Long Sequence Origin-Destination Matrix Forecasting Against Cross Application Scenario
  17 Aug 2022 0 repositories listed
• Progressive Cross-modal Knowledge Distillation for Human Action Recognition
  17 Aug 2022 0 repositories listed
• The Counterfactual-Shapley Value: Attributing Change in System Metrics
  17 Aug 2022 0 repositories listed
• Time is limited on the road to asymptopia
  17 Aug 2022 0 repositories listed
• Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market
  17 Aug 2022 0 repositories listed
• Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
  15 Aug 2022 0 repositories listed
• Grasping Core Rules of Time Series through Pure Models
  15 Aug 2022 0 repositories listed
• Confidence-Guided Learning Process for Continuous Classification of Time Series
  14 Aug 2022 0 repositories listed
• Approximate Extraction of Late-Time Returns via Morphological Component Analysis
  11 Aug 2022 0 repositories listed
• HyperTime: Implicit Neural Representation for Time Series
  11 Aug 2022 0 repositories listed
• Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet
  11 Aug 2022 0 repositories listed
• Uncertainty Quantification for Traffic Forecasting: A Unified Approach
  11 Aug 2022 0 repositories listed
• Quantification of metabolic niche occupancy dynamics in a Baltic Sea bacterial community
  10 Aug 2022 0 repositories listed
• Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy
  10 Aug 2022 0 repositories listed
• Estimating Sunlight Using GNSS Signal Strength from Smartphone
  9 Aug 2022 0 repositories listed
• Representation learning of rare temporal conditions for travel time prediction
  9 Aug 2022 0 repositories listed
• Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications
  8 Aug 2022 0 repositories listed
• AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering
  6 Aug 2022 0 repositories listed
• Learning Financial Networks with High-frequency Trade Data
  6 Aug 2022 0 repositories listed
• Recurrence measures and transitions in stock market dynamics
  6 Aug 2022 0 repositories listed
• Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume
  5 Aug 2022 0 repositories listed
• Factor Network Autoregressions
  4 Aug 2022 0 repositories listed
• Metadata-enhanced contrastive learning from retinal optical coherence tomography images
  4 Aug 2022 0 repositories listed
• SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning
  4 Aug 2022 0 repositories listed
• A Deep Learning Approach to Detect Lean Blowout in Combustion Systems
  3 Aug 2022 0 repositories listed
• Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data
  3 Aug 2022 0 repositories listed
• Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series
  3 Aug 2022 0 repositories listed
• Concentration inequalities for correlated network-valued processes with applications to community estimation and changepoint analysis
  2 Aug 2022 0 repositories listed
• Multifractal cross-correlations of bitcoin and ether trading characteristics in the post-COVID-19 time
  2 Aug 2022 0 repositories listed
• Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction
  2 Aug 2022 0 repositories listed
• Interpretable Time Series Clustering Using Local Explanations
  1 Aug 2022 0 repositories listed
• Conformal Prediction Bands for Two-Dimensional Functional Time Series
  27 Jul 2022 0 repositories listed
• Time Series Forecasting Models Copy the Past: How to Mitigate
  27 Jul 2022 0 repositories listed
• Remote Medication Status Prediction for Individuals with Parkinson's Disease using Time-series Data from Smartphones
  26 Jul 2022 0 repositories listed
• Dynamics and triggers of misinformation on vaccines
  25 Jul 2022 0 repositories listed
• Forecasting euro area inflation using a huge panel of survey expectations
  25 Jul 2022 0 repositories listed
• Extending the Range of Robust PCE Inflation Measures
  25 Jul 2022 0 repositories listed
• LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning
  25 Jul 2022 0 repositories listed
• Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series
  25 Jul 2022 0 repositories listed
• Sparse Bayesian State-Space and Time-Varying Parameter Models
  25 Jul 2022 0 repositories listed
• An NLP-Assisted Bayesian Time Series Analysis for Prevalence of Twitter Cyberbullying During the COVID-19 Pandemic
  23 Jul 2022 0 repositories listed
• Anomaly Detection for Fraud in Cryptocurrency Time Series
  23 Jul 2022 0 repositories listed
• Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification
  23 Jul 2022 0 repositories listed
• Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images
  22 Jul 2022 0 repositories listed
• Latent Space Unsupervised Semantic Segmentation
  22 Jul 2022 0 repositories listed
• Multi-temporal speckle reduction with self-supervised deep neural networks
  22 Jul 2022 0 repositories listed
• Time-Varying Poisson Autoregression
  22 Jul 2022 0 repositories listed
• Efficiency of the Moscow Stock Exchange before 2022
  21 Jul 2022 0 repositories listed
• Estimating value at risk: LSTM vs. GARCH
  21 Jul 2022 0 repositories listed
• Exploring Financial Networks Using Quantile Regression and Granger Causality
  21 Jul 2022 0 repositories listed
• MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation
  21 Jul 2022 0 repositories listed
• A Convolutional Neural Network Approach to Supernova Time-Series Classification
  19 Jul 2022 0 repositories listed
• Probabilistic Reconciliation of Count Time Series
  19 Jul 2022 0 repositories listed
• Using Neural Networks by Modelling Semi-Active Shock Absorber
  19 Jul 2022 0 repositories listed
• RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers
  18 Jul 2022 0 repositories listed
• Task-aware Similarity Learning for Event-triggered Time Series
  17 Jul 2022 0 repositories listed
• Testing for explosive bubbles: a review
  17 Jul 2022 0 repositories listed
• Multiscale Causal Structure Learning
  16 Jul 2022 0 repositories listed
• Rethinking Attention Mechanism in Time Series Classification
  14 Jul 2022 0 repositories listed
• A Hybrid Approach on Conditional GAN for Portfolio Analysis
  13 Jul 2022 0 repositories listed
• On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG
  13 Jul 2022 0 repositories listed
• River Surface Patch-wise Detector Using Mixture Augmentation for Scum-cover-index
  13 Jul 2022 0 repositories listed
• IMG-NILM: A Deep learning NILM approach using energy heatmaps
  12 Jul 2022 0 repositories listed
• Improved Batching Strategy For Irregular Time-Series ODE
  12 Jul 2022 0 repositories listed
• A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture
  11 Jul 2022 0 repositories listed
• Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction
  10 Jul 2022 0 repositories listed
• Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition
  10 Jul 2022 0 repositories listed
• Convolutional Neural Networks for Time-dependent Classification of Variable-length Time Series
  8 Jul 2022 0 repositories listed
• Seasonal Encoder-Decoder Architecture for Forecasting
  8 Jul 2022 0 repositories listed
• Backpropagation on Dynamical Networks
  7 Jul 2022 0 repositories listed
• Adaptive deep learning for nonlinear time series models
  6 Jul 2022 0 repositories listed
• Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer
  6 Jul 2022 0 repositories listed
• Composite FORCE learning of chaotic echo state networks for time-series prediction
  6 Jul 2022 0 repositories listed
• Don't overfit the history -- Recursive time series data augmentation
  6 Jul 2022 0 repositories listed