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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 35 of 92: papers 3,401 to 3,500 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.

• A Transfer Learning Framework for Anomaly Detection in Multivariate IoT Traffic Data
  26 Jan 2025 0 repositories listed
• Deterministic Reservoir Computing for Chaotic Time Series Prediction
  26 Jan 2025 0 repositories listed
• Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study
  25 Jan 2025 0 repositories listed
• Unifying Prediction and Explanation in Time-Series Transformers via Shapley-based Pretraining
  25 Jan 2025 0 repositories listed
• Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models
  24 Jan 2025 0 repositories listed
• CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression
  24 Jan 2025 0 repositories listed
• CENTS: Generating synthetic electricity consumption time series for rare and unseen scenarios
  24 Jan 2025 0 repositories listed
• Hierarchical Count Echo State Network Models with Application to Graduate Student Enrollments
  24 Jan 2025 0 repositories listed
• GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
  23 Jan 2025 0 repositories listed
• Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting
  22 Jan 2025 0 repositories listed
• Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA
  22 Jan 2025 0 repositories listed
• A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers
  21 Jan 2025 0 repositories listed
• Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions
  21 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning System for Sparse Healthcare Time-Series Prediction
  21 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning Systems for Time-Series Power Consumption Prediction with Multi-Head Embedding Mechanism
  21 Jan 2025 0 repositories listed
• Investigating Market Strength Prediction with CNNs on Candlestick Chart Images
  21 Jan 2025 0 repositories listed
• Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks
  20 Jan 2025 0 repositories listed
• Collaborative Imputation of Urban Time Series through Cross-city Meta-learning
  20 Jan 2025 0 repositories listed
• Unsupervised Learning in Echo State Networks for Input Reconstruction
  20 Jan 2025 0 repositories listed
• Crossing penalised CAViaR
  17 Jan 2025 0 repositories listed
• SpaceTime: Causal Discovery from Non-Stationary Time Series
  17 Jan 2025 0 repositories listed
• The Relevance of AWS Chronos: An Evaluation of Standard Methods for Time Series Forecasting with Limited Tuning
  17 Jan 2025 0 repositories listed
• Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning
  17 Jan 2025 0 repositories listed
• Scenarios Generation-based Multiple Interval Prediction Method for Electricity Prices
  15 Jan 2025 0 repositories listed
• A Novel Multiple Interval Prediction Method for Electricity Prices based on Scenarios Generation: Definition and Method
  15 Jan 2025 0 repositories listed
• CT-PatchTST: Channel-Time Patch Time-Series Transformer for Long-Term Renewable Energy Forecasting
  15 Jan 2025 0 repositories listed
• Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning
  15 Jan 2025 0 repositories listed
• Kolmogorov-Arnold Networks for Time Series Granger Causality Inference
  15 Jan 2025 0 repositories listed
• The Response of Farmer Welfares Amidst Food Prices Shock and Inflation in the Province of East Java
  15 Jan 2025 0 repositories listed
• Transformer-based Multivariate Time Series Anomaly Localization
  15 Jan 2025 0 repositories listed
• STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via
  14 Jan 2025 0 repositories listed
• Time series forecasting for multidimensional telemetry data using GAN and BiLSTM in a Digital Twin
  14 Jan 2025 0 repositories listed
• Towards Lightweight Time Series Forecasting: a Patch-wise Transformer with Weak Data Enriching
  14 Jan 2025 0 repositories listed
• Unsupervised Feature Construction for Anomaly Detection in Time Series -- An Evaluation
  14 Jan 2025 0 repositories listed
• Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation
  13 Jan 2025 0 repositories listed
• Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis
  13 Jan 2025 0 repositories listed
• Follow the Leader: Enhancing Systematic Trend-Following Using Network Momentum
  13 Jan 2025 0 repositories listed
• TempoGPT: Enhancing Temporal Reasoning via Quantizing Embedding
  13 Jan 2025 0 repositories listed
• Active Rule Mining for Multivariate Anomaly Detection in Radio Access Networks
  11 Jan 2025 0 repositories listed
• Boundary-enhanced time series data imputation with long-term dependency diffusion models
  11 Jan 2025 0 repositories listed
• AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks
  10 Jan 2025 0 repositories listed
• Analyzing Spatio-Temporal Dynamics of Dissolved Oxygen for the River Thames using Superstatistical Methods and Machine Learning
  10 Jan 2025 0 repositories listed
• Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection
  10 Jan 2025 0 repositories listed
• Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks
  10 Jan 2025 0 repositories listed
• Using Pre-trained LLMs for Multivariate Time Series Forecasting
  10 Jan 2025 0 repositories listed
• BRATI: Bidirectional Recurrent Attention for Time-Series Imputation
  9 Jan 2025 0 repositories listed
• Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration
  9 Jan 2025 0 repositories listed
• TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
  9 Jan 2025 0 repositories listed
• Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series
  7 Jan 2025 0 repositories listed
• Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy
  7 Jan 2025 0 repositories listed
• A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology
  6 Jan 2025 0 repositories listed
• Learning DAGs and Root Causes from Time-Series Data
  6 Jan 2025 0 repositories listed
• Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting
  6 Jan 2025 0 repositories listed
• Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
  6 Jan 2025 0 repositories listed
• Identifying the Hidden Nexus between Benford Law Establishment in Stock Market and Market Efficiency: An Empirical Investigation
  5 Jan 2025 0 repositories listed
• Re-examining Granger Causality from Causal Bayesian Networks Perspective
  5 Jan 2025 0 repositories listed
• Tighnari: Multi-modal Plant Species Prediction Based on Hierarchical Cross-Attention Using Graph-Based and Vision Backbone-Extracted Features
  5 Jan 2025 0 repositories listed
• Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection
  3 Jan 2025 0 repositories listed
• Time Series Language Model for Descriptive Caption Generation
  3 Jan 2025 0 repositories listed
• AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis
  2 Jan 2025 0 repositories listed
• CORAL: Concept Drift Representation Learning for Co-evolving Time-series
  2 Jan 2025 0 repositories listed
• RealDiffFusionNet: Neural Controlled Differential Equation Informed Multi-Head Attention Fusion Networks for Disease Progression Modeling Using Real-World Data
  2 Jan 2025 0 repositories listed
• Unsupervised learning for anticipating critical transitions
  2 Jan 2025 0 repositories listed
• Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation
  1 Jan 2025 0 repositories listed
• Evaluating Time Series Foundation Models on Noisy Periodic Time Series
  1 Jan 2025 0 repositories listed
• MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis
  1 Jan 2025 0 repositories listed
• An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework
  30 Dec 2024 0 repositories listed
• TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
  30 Dec 2024 0 repositories listed
• A Survey on Time-Series Distance Measures
  29 Dec 2024 0 repositories listed
• Bridging the Gap: A Decade Review of Time-Series Clustering Methods
  29 Dec 2024 0 repositories listed
• Converting Time Series Data to Numeric Representations Using Alphabetic Mapping and k-mer strategy
  29 Dec 2024 0 repositories listed
• "Generative Models for Financial Time Series Data: Enhancing Signal-to-Noise Ratio and Addressing Data Scarcity in A-Share Market
  29 Dec 2024 0 repositories listed
• Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series
  28 Dec 2024 0 repositories listed
• Hidformer: Transformer-Style Neural Network in Stock Price Forecasting
  27 Dec 2024 0 repositories listed
• Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes
  27 Dec 2024 0 repositories listed
• Surrogate Modeling for Explainable Predictive Time Series Corrections
  27 Dec 2024 0 repositories listed
• Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection
  26 Dec 2024 0 repositories listed
• Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations
  25 Dec 2024 0 repositories listed
• Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting
  25 Dec 2024 0 repositories listed
• Stationary Processes, Wiener-Granger Causality, and Matrix Spectral Factorization
  25 Dec 2024 0 repositories listed
• EasyTime: Time Series Forecasting Made Easy
  23 Dec 2024 0 repositories listed
• Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
  23 Dec 2024 0 repositories listed
• Improving the Noise Estimation of Latent Neural Stochastic Differential Equations
  23 Dec 2024 0 repositories listed
• Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction
  23 Dec 2024 0 repositories listed
• TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering
  23 Dec 2024 0 repositories listed
• VITRO: Vocabulary Inversion for Time-series Representation Optimization
  23 Dec 2024 0 repositories listed
• Data-Driven Economic Agent-Based Models
  21 Dec 2024 0 repositories listed
• TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation
  21 Dec 2024 0 repositories listed
• VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification
  21 Dec 2024 0 repositories listed
• Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis
  20 Dec 2024 0 repositories listed
• Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation
  20 Dec 2024 0 repositories listed
• A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment
  19 Dec 2024 0 repositories listed
• Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
  19 Dec 2024 0 repositories listed
• Leveraging Time Series Categorization and Temporal Fusion Transformers to Improve Cryptocurrency Price Forecasting
  19 Dec 2024 0 repositories listed
• Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks
  19 Dec 2024 0 repositories listed
• Multivariate Rough Volatility
  18 Dec 2024 0 repositories listed
• PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting
  18 Dec 2024 0 repositories listed
• A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting
  17 Dec 2024 0 repositories listed
• Comparative Analysis of Zero-Shot Capability of Time-Series Foundation Models in Short-Term Load Prediction
  17 Dec 2024 0 repositories listed
• Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification
  17 Dec 2024 0 repositories listed