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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 22 of 68: papers 2,101 to 2,200 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.

• An End-to-End Model for Time Series Classification In the Presence of Missing Values
  11 Aug 2024 0 repositories listed
• Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection
  8 Aug 2024 0 repositories listed
• Appformer: A Novel Framework for Mobile App Usage Prediction Leveraging Progressive Multi-Modal Data Fusion and Feature Extraction
  28 Jul 2024 0 repositories listed
• Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis
  25 Jul 2024 0 repositories listed
• Contrastive Learning Is Not Optimal for Quasiperiodic Time Series
  24 Jul 2024 0 repositories listed
• HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis
  22 Jul 2024 0 repositories listed
• Omni-Dimensional Frequency Learner for General Time Series Analysis
  15 Jul 2024 0 repositories listed
• A Novel Bifurcation Method for Observation Perturbation Attacks on Reinforcement Learning Agents: Load Altering Attacks on a Cyber Physical Power System
  6 Jul 2024 0 repositories listed
• Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring
  30 Jun 2024 0 repositories listed
• Filtration learning in exact multi-parameter persistent homology and classification of time-series data
  28 Jun 2024 0 repositories listed
• Understanding Different Design Choices in Training Large Time Series Models
  20 Jun 2024 0 repositories listed
• Energy-Efficient Seizure Detection Suitable for low-power Applications
  19 Jun 2024 0 repositories listed
• Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models
  19 Jun 2024 0 repositories listed
• Data Augmentation for Multivariate Time Series Classification: An Experimental Study
  10 Jun 2024 0 repositories listed
• Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation
  4 Jun 2024 0 repositories listed
• Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
  28 May 2024 0 repositories listed
• UnitNorm: Rethinking Normalization for Transformers in Time Series
  24 May 2024 0 repositories listed
• Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
  23 May 2024 0 repositories listed
• An Active Learning Framework with a Class Balancing Strategy for Time Series Classification
  20 May 2024 0 repositories listed
• AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
  17 May 2024 0 repositories listed
• UniCL: A Universal Contrastive Learning Framework for Large Time Series Models
  17 May 2024 0 repositories listed
• WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting
  17 May 2024 0 repositories listed
• Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
  14 May 2024 0 repositories listed
• TS3IM: Unveiling Structural Similarity in Time Series through Image Similarity Assessment Insights
  10 May 2024 0 repositories listed
• From Generalization Analysis to Optimization Designs for State Space Models
  4 May 2024 0 repositories listed
• Spatial, Temporal, and Geometric Fusion for Remote Sensing Images
  27 Apr 2024 0 repositories listed
• Assessing the Potential of AI for Spatially Sensitive Nature-Related Financial Risks
  26 Apr 2024 0 repositories listed
• Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
  25 Apr 2024 0 repositories listed
• Review of Data-centric Time Series Analysis from Sample, Feature, and Period
  24 Apr 2024 0 repositories listed
• TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis
  7 Apr 2024 0 repositories listed
• Deep Learning for Satellite Image Time Series Analysis: A Review
  5 Apr 2024 0 repositories listed
• Log-PDE Methods for Rough Signature Kernels
  1 Apr 2024 0 repositories listed
• A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide
  1 Apr 2024 0 repositories listed
• A Survey on State-of-the-art Deep Learning Applications and Challenges
  26 Mar 2024 0 repositories listed
• A data-informed mathematical model of microglial cell dynamics during ischemic stroke in the middle cerebral artery
  22 Mar 2024 0 repositories listed
• Capsule Neural Networks as Noise Stabilizer for Time Series Data
  20 Mar 2024 0 repositories listed
• Decoding Multilingual Topic Dynamics and Trend Identification through ARIMA Time Series Analysis on Social Networks: A Novel Data Translation Framework Enhanced by LDA/HDP Models
  18 Mar 2024 0 repositories listed
• Advancing multivariate time series similarity assessment: an integrated computational approach
  16 Mar 2024 0 repositories listed
• Caformer: Rethinking Time Series Analysis from Causal Perspective
  13 Mar 2024 0 repositories listed
• Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams
  11 Mar 2024 0 repositories listed
• Equipment Health Assessment: Time Series Analysis for Wind Turbine Performance
  1 Mar 2024 0 repositories listed
• Time Series Analysis in Compressor-Based Machines: A Survey
  27 Feb 2024 0 repositories listed
• IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture
  14 Feb 2024 0 repositories listed
• Incorporating Taylor Series and Recursive Structure in Neural Networks for Time Series Prediction
  9 Feb 2024 0 repositories listed
• Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting
  8 Feb 2024 0 repositories listed
• Assessing the Impact of Distribution Shift on Reinforcement Learning Performance
  5 Feb 2024 0 repositories listed
• Empowering Time Series Analysis with Large Language Models: A Survey
  5 Feb 2024 0 repositories listed
• Multi-scale fMRI time series analysis for understanding neurodegeneration in MCI
  5 Feb 2024 0 repositories listed
• Efficient Market Dynamics: Unraveling Informational Efficiency in UK Horse Racing Betting Markets Through Betfair's Time Series Analysis
  4 Feb 2024 0 repositories listed
• Efficient Observation Time Window Segmentation for Administrative Data Machine Learning
  29 Jan 2024 0 repositories listed
• TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data
  23 Jan 2024 0 repositories listed
• Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
  22 Jan 2024 0 repositories listed
• Machine learning approach to detect dynamical states from recurrence measures
  18 Jan 2024 0 repositories listed
• Complex systems approach to natural language
  5 Jan 2024 0 repositories listed
• Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach
  31 Dec 2023 0 repositories listed
• POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
  19 Dec 2023 0 repositories listed
• The Dynamic Triple Gamma Prior as a Shrinkage Process Prior for Time-Varying Parameter Models
  16 Dec 2023 0 repositories listed
• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
  11 Dec 2023 0 repositories listed
• Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis
  11 Dec 2023 0 repositories listed
• Using deep neural networks to improve the precision of fast-sampled particle timing detectors
  10 Dec 2023 0 repositories listed
• Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following
  9 Dec 2023 0 repositories listed
• Personalized Pose Forecasting
  6 Dec 2023 0 repositories listed
• MoE-AMC: Enhancing Automatic Modulation Classification Performance Using Mixture-of-Experts
  4 Dec 2023 0 repositories listed
• An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments
  30 Nov 2023 0 repositories listed
• Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria
  21 Nov 2023 0 repositories listed
• Time Scale Network: A Shallow Neural Network For Time Series Data
  10 Nov 2023 0 repositories listed
• On the Opportunities of Green Computing: A Survey
  1 Nov 2023 0 repositories listed
• A Systematic Review for Transformer-based Long-term Series Forecasting
  31 Oct 2023 0 repositories listed
• Triple Simplex Matrix Completion for Expense Forecasting
  23 Oct 2023 0 repositories listed
• Unveiling Early Warning Signals of Systemic Risks in Banks: A Recurrence Network-Based Approach
  16 Oct 2023 0 repositories listed
• A Survey of Feature Types and Their Contributions for Camera Tampering Detection
  11 Oct 2023 0 repositories listed
• Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs
  11 Oct 2023 0 repositories listed
• Comparing Time-Series Analysis Approaches Utilized in Research Papers to Forecast COVID-19 Cases in Africa: A Literature Review
  5 Oct 2023 0 repositories listed
• NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading
  1 Oct 2023 0 repositories listed
• Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping
  25 Sep 2023 0 repositories listed
• Predicting Temperature of Major Cities Using Machine Learning and Deep Learning
  23 Sep 2023 0 repositories listed
• From Text to Trends: A Unique Garden Analytics Perspective on the Future of Modern Agriculture
  22 Sep 2023 0 repositories listed
• A detection analysis for temporal memory patterns at different time-scales
  21 Sep 2023 0 repositories listed
• Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning
  14 Sep 2023 0 repositories listed
• Agriculture Credit and Economic Growth in Bangladesh: A Time Series Analysis
  8 Sep 2023 0 repositories listed
• PhysioZoo: The Open Digital Physiological Biomarkers Resource
  7 Sep 2023 0 repositories listed
• Time Series Analysis of Urban Liveability
  1 Sep 2023 0 repositories listed
• Predicting Financial Market Trends using Time Series Analysis and Natural Language Processing
  31 Aug 2023 0 repositories listed
• Hierarchical Time Series Forecasting with Bayesian Modeling
  28 Aug 2023 0 repositories listed
• High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods
  27 Aug 2023 0 repositories listed
• Path Signatures for Seizure Forecasting
  18 Aug 2023 0 repositories listed
• Distinguishing Risk Preferences using Repeated Gambles
  14 Aug 2023 0 repositories listed
• The Bayesian Context Trees State Space Model for time series modelling and forecasting
  2 Aug 2023 0 repositories listed
• TimePool: Visually Answer "Which and When" Questions On Univariate Time Series
  1 Aug 2023 0 repositories listed
• Unraveling the Complexity of Splitting Sequential Data: Tackling Challenges in Video and Time Series Analysis
  26 Jul 2023 0 repositories listed
• Forecasting, capturing and activation of carbon-dioxide (CO₂): Integration of Time Series Analysis, Machine Learning, and Material Design
  25 Jul 2023 0 repositories listed
• U-shaped Transformer: Retain High Frequency Context in Time Series Analysis
  18 Jul 2023 0 repositories listed
• Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks
  13 Jul 2023 0 repositories listed
• An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification
  10 Jul 2023 0 repositories listed
• A Novel Site-Agnostic Multimodal Deep Learning Model to Identify Pro-Eating Disorder Content on Social Media
  6 Jul 2023 0 repositories listed
• Exploring Spatial-Temporal Variations of Public Discourse on Social Media: A Case Study on the First Wave of the Coronavirus Pandemic in Italy
  28 Jun 2023 0 repositories listed
• Near Optimal Heteroscedastic Regression with Symbiotic Learning
  25 Jun 2023 0 repositories listed
• Characterizing the Emotion Carriers of COVID-19 Misinformation and Their Impact on Vaccination Outcomes in India and the United States
  24 Jun 2023 0 repositories listed
• An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition
  19 Jun 2023 0 repositories listed
• BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning
  15 Jun 2023 0 repositories listed