Browse State-of-the-Art › Time Series › Papers, page 48

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 48 of 92: papers 4,701 to 4,800 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.

• A Survey of Feature Types and Their Contributions for Camera Tampering Detection
  11 Oct 2023 0 repositories listed
• Generalized Mixture Model for Extreme Events Forecasting in Time Series Data
  11 Oct 2023 0 repositories listed
• Model-based Clustering of Individuals' Ecological Momentary Assessment Time-series Data for Improving Forecasting Performance
  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
• Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions
  11 Oct 2023 0 repositories listed
• Semantic Association Rule Learning from Time Series Data and Knowledge Graphs
  11 Oct 2023 0 repositories listed
• A Variational Autoencoder Framework for Robust, Physics-Informed Cyberattack Recognition in Industrial Cyber-Physical Systems
  10 Oct 2023 0 repositories listed
• Predicting Three Types of Freezing of Gait Events Using Deep Learning Models
  10 Oct 2023 0 repositories listed
• LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
  9 Oct 2023 0 repositories listed
• Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction
  9 Oct 2023 0 repositories listed
• Projecting infinite time series graphs to finite marginal graphs using number theory
  9 Oct 2023 0 repositories listed
• Clustering Three-Way Data with Outliers
  8 Oct 2023 0 repositories listed
• Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection
  8 Oct 2023 0 repositories listed
• AI-Based Decadal Predictive Analysis of Twenty Infectious Diseases in China with an Improved BSTS-MCMC Model
  6 Oct 2023 0 repositories listed
• Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing
  6 Oct 2023 0 repositories listed
• Ultimate limit on learning non-Markovian behavior: Fisher information rate and excess information
  6 Oct 2023 0 repositories listed
• An Efficient Content-based Time Series Retrieval System
  5 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
• Multitask Learning for Time Series Data with 2D Convolution
  5 Oct 2023 0 repositories listed
• Sparse Deep Learning for Time Series Data: Theory and Applications
  5 Oct 2023 0 repositories listed
• Toward a Foundation Model for Time Series Data
  5 Oct 2023 0 repositories listed
• A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs
  4 Oct 2023 0 repositories listed
• Conformal Predictions for Longitudinal Data
  4 Oct 2023 0 repositories listed
• Estimation of Models with Limited Data by Leveraging Shared Structure
  4 Oct 2023 0 repositories listed
• Graph Neural Networks and Time Series as Directed Graphs for Quality Recognition
  4 Oct 2023 0 repositories listed
• Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification
  4 Oct 2023 0 repositories listed
• Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms
  4 Oct 2023 0 repositories listed
• Enhanced LFTSformer: A Novel Long-Term Financial Time Series Prediction Model Using Advanced Feature Engineering and the DS Encoder Informer Architecture
  3 Oct 2023 0 repositories listed
• Perceiver-based CDF Modeling for Time Series Forecasting
  3 Oct 2023 0 repositories listed
• Prompting-based Temporal Domain Generalization
  3 Oct 2023 0 repositories listed
• Automated regime detection in multidimensional time series data using sliced Wasserstein k-means clustering
  2 Oct 2023 0 repositories listed
• Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting
  2 Oct 2023 0 repositories listed
• Expert enhanced dynamic time warping based anomaly detection
  2 Oct 2023 0 repositories listed
• Modality-aware Transformer for Financial Time series Forecasting
  2 Oct 2023 0 repositories listed
• Determining the Optimal Number of Clusters for Time Series Datasets with Symbolic Pattern Forest
  1 Oct 2023 0 repositories listed
• NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading
  1 Oct 2023 0 repositories listed
• Study of Stylized Facts in Stock Market Data
  1 Oct 2023 0 repositories listed
• Universality of almost periodic orbits in certain composite functions
  30 Sep 2023 0 repositories listed
• Efficient Interpretable Nonlinear Modeling for Multiple Time Series
  29 Sep 2023 0 repositories listed
• A parsimonious, computationally efficient machine learning method for spatial regression
  28 Sep 2023 0 repositories listed
• Algorithmic Recourse for Anomaly Detection in Multivariate Time Series
  28 Sep 2023 0 repositories listed
• Asset Bundling for Wind Power Forecasting
  28 Sep 2023 0 repositories listed
• Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models
  28 Sep 2023 0 repositories listed
• Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling
  28 Sep 2023 0 repositories listed
• Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections
  28 Sep 2023 0 repositories listed
• Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems
  28 Sep 2023 0 repositories listed
• Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices
  27 Sep 2023 0 repositories listed
• Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting
  26 Sep 2023 0 repositories listed
• Deep Generative Methods for Producing Forecast Trajectories in Power Systems
  26 Sep 2023 0 repositories listed
• Investigating Deep Neural Network Architecture and Feature Extraction Designs for Sensor-based Human Activity Recognition
  26 Sep 2023 0 repositories listed
• Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST
  26 Sep 2023 0 repositories listed
• Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field
  26 Sep 2023 0 repositories listed
• Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis
  25 Sep 2023 0 repositories listed
• Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping
  25 Sep 2023 0 repositories listed
• Early Churn Prediction from Large Scale User-Product Interaction Time Series
  25 Sep 2023 0 repositories listed
• Local and Global Trend Bayesian Exponential Smoothing Models
  25 Sep 2023 0 repositories listed
• ODE-based Recurrent Model-free Reinforcement Learning for POMDPs
  25 Sep 2023 0 repositories listed
• Enhancing Prediction and Analysis of UK Road Traffic Accident Severity Using AI: Integration of Machine Learning, Econometric Techniques, and Time Series Forecasting in Public Health Research
  23 Sep 2023 0 repositories listed
• Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data
  23 Sep 2023 0 repositories listed
• Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data
  23 Sep 2023 0 repositories listed
• TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population
  22 Sep 2023 0 repositories listed
• A detection analysis for temporal memory patterns at different time-scales
  21 Sep 2023 0 repositories listed
• Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions
  21 Sep 2023 0 repositories listed
• Graph-Based Permutation Patterns for the Analysis of Task-Related fMRI Signals on DTI Networks in Mild Cognitive Impairment
  21 Sep 2023 0 repositories listed
• The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains
  21 Sep 2023 0 repositories listed
• Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing
  20 Sep 2023 0 repositories listed
• Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER)
  20 Sep 2023 0 repositories listed
• Asteroids co-orbital motion classification based on Machine Learning
  19 Sep 2023 0 repositories listed
• Computation of Ultra-Short-Term Prediction Intervals of the Power Prosumption in Active Distribution Networks
  19 Sep 2023 0 repositories listed
• Hybrid State Space-based Learning for Sequential Data Prediction with Joint Optimization
  19 Sep 2023 0 repositories listed
• Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application
  19 Sep 2023 0 repositories listed
• Mean Absolute Directional Loss as a New Loss Function for Machine Learning Problems in Algorithmic Investment Strategies
  19 Sep 2023 0 repositories listed
• PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring
  19 Sep 2023 0 repositories listed
• Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study
  18 Sep 2023 0 repositories listed
• Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence
  18 Sep 2023 0 repositories listed
• Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques
  15 Sep 2023 0 repositories listed
• Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models
  15 Sep 2023 0 repositories listed
• No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series
  15 Sep 2023 0 repositories listed
• An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone
  14 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
• Scalable Model-Based Gaussian Process Clustering
  14 Sep 2023 0 repositories listed
• MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme
  13 Sep 2023 0 repositories listed
• Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data
  11 Sep 2023 0 repositories listed
• Examining the Effect of Pre-training on Time Series Classification
  11 Sep 2023 0 repositories listed
• Forecasted Treatment Effects
  11 Sep 2023 0 repositories listed
• Learning noise-induced transitions by multi-scaling reservoir computing
  11 Sep 2023 0 repositories listed
• Quantitative Analysis of Forecasting Models:In the Aspect of Online Political Bias
  11 Sep 2023 0 repositories listed
• Real-time VaR Calculations for Crypto Derivatives in kdb+/q
  11 Sep 2023 0 repositories listed
• Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees
  11 Sep 2023 0 repositories listed
• Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction
  11 Sep 2023 0 repositories listed
• Agriculture Credit and Economic Growth in Bangladesh: A Time Series Analysis
  8 Sep 2023 0 repositories listed
• DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend
  7 Sep 2023 0 repositories listed
• Early warning indicators via latent stochastic dynamical systems
  7 Sep 2023 0 repositories listed
• PhysioZoo: The Open Digital Physiological Biomarkers Resource
  7 Sep 2023 0 repositories listed
• Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference
  6 Sep 2023 0 repositories listed
• Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach
  6 Sep 2023 0 repositories listed
• SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series
  6 Sep 2023 0 repositories listed
• An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability
  5 Sep 2023 0 repositories listed
• Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach
  5 Sep 2023 0 repositories listed
• Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network
  5 Sep 2023 0 repositories listed