Browse State-of-the-Art › Time Series › Papers, page 47

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 47 of 92: papers 4,601 to 4,700 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 Multimodal Dataset of 21,412 Recorded Nights for Sleep and Respiratory Research
  15 Nov 2023 0 repositories listed
• Approaching adverse event detection utilizing transformers on clinical time-series
  15 Nov 2023 0 repositories listed
• Measure of Dependence for Financial Time-Series
  15 Nov 2023 0 repositories listed
• On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series
  15 Nov 2023 0 repositories listed
• Structured Estimation of Heterogeneous Time Series
  15 Nov 2023 0 repositories listed
• Application Research of Spline Interpolation and ARIMA in the Field of Stock Market Forecasting
  14 Nov 2023 0 repositories listed
• PEMS: Pre-trained Epidemic Time-series Models
  14 Nov 2023 0 repositories listed
• A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods
  13 Nov 2023 0 repositories listed
• Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation
  13 Nov 2023 0 repositories listed
• Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series
  13 Nov 2023 0 repositories listed
• Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions
  13 Nov 2023 0 repositories listed
• Revisiting Cont's Stylized Facts for Modern Stock Markets
  13 Nov 2023 0 repositories listed
• Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks
  13 Nov 2023 0 repositories listed
• DeepQC: A Deep Learning System for Automatic Quality Control of In-situ Soil Moisture Sensor Time Series Data
  12 Nov 2023 0 repositories listed
• TSViT: A Time Series Vision Transformer for Fault Diagnosis
  12 Nov 2023 0 repositories listed
• Doubly Robust Structure Identification from Temporal Data
  10 Nov 2023 0 repositories listed
• k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection
  10 Nov 2023 0 repositories listed
• Time Scale Network: A Shallow Neural Network For Time Series Data
  10 Nov 2023 0 repositories listed
• Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning
  8 Nov 2023 0 repositories listed
• Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations
  8 Nov 2023 0 repositories listed
• Machine-learning optimized measurements of chaotic dynamical systems via the information bottleneck
  8 Nov 2023 0 repositories listed
• CNN-Based Structural Damage Detection using Time-Series Sensor Data
  7 Nov 2023 0 repositories listed
• Generative learning for nonlinear dynamics
  7 Nov 2023 0 repositories listed
• PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning
  7 Nov 2023 0 repositories listed
• Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis
  6 Nov 2023 0 repositories listed
• Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification
  6 Nov 2023 0 repositories listed
• Optimal Estimation Methodologies for Panel Data Regression Models
  6 Nov 2023 0 repositories listed
• TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models
  6 Nov 2023 0 repositories listed
• Ego-Network Transformer for Subsequence Classification in Time Series Data
  5 Nov 2023 0 repositories listed
• Sketching Multidimensional Time Series for Fast Discord Mining
  5 Nov 2023 0 repositories listed
• Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights
  5 Nov 2023 0 repositories listed
• Time Series Synthesis Using the Matrix Profile for Anonymization
  5 Nov 2023 0 repositories listed
• MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network
  4 Nov 2023 0 repositories listed
• Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis
  4 Nov 2023 0 repositories listed
• Joint Problems in Learning Multiple Dynamical Systems
  3 Nov 2023 0 repositories listed
• A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations
  2 Nov 2023 0 repositories listed
• Causal Temporal Regime Structure Learning
  2 Nov 2023 0 repositories listed
• Deep Double Descent for Time Series Forecasting: Avoiding Undertrained Models
  2 Nov 2023 0 repositories listed
• Deep Learning for real-time neural decoding of grasp
  2 Nov 2023 0 repositories listed
• Higher Mediterranean diet score is associated with longer time between relapses in Australian females with multiple sclerosis
  2 Nov 2023 0 repositories listed
• Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach
  2 Nov 2023 0 repositories listed
• Time-series Generation by Contrastive Imitation
  2 Nov 2023 0 repositories listed
• Few-shot time-series anomaly detection with unsupervised domain adaptation
  1 Nov 2023 0 repositories listed
• Fixation-based Self-calibration for Eye Tracking in VR Headsets
  1 Nov 2023 0 repositories listed
• What User Behaviors Make the Differences During the Process of Visual Analytics?
  1 Nov 2023 0 repositories listed
• A Systematic Review for Transformer-based Long-term Series Forecasting
  31 Oct 2023 0 repositories listed
• AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
  31 Oct 2023 0 repositories listed
• Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction
  31 Oct 2023 0 repositories listed
• Optimizing accuracy and diversity: a multi-task approach to forecast combinations
  31 Oct 2023 0 repositories listed
• A spectral regularisation framework for latent variable models designed for single channel applications
  30 Oct 2023 0 repositories listed
• Prediction of Locally Stationary Data Using Expert Advice
  30 Oct 2023 0 repositories listed
• Robust Estimation of Realized Correlation: New Insight about Intraday Fluctuations in Market Betas
  30 Oct 2023 0 repositories listed
• rTsfNet: a DNN model with Multi-head 3D Rotation and Time Series Feature Extraction for IMU-based Human Activity Recognition
  30 Oct 2023 0 repositories listed
• Self Attention with Temporal Prior: Can We Learn More from Arrow of Time?
  29 Oct 2023 0 repositories listed
• A Fuzzy Time Series-Based Model Using Particle Swarm Optimization and Weighted Rules
  28 Oct 2023 0 repositories listed
• Causal discovery in a complex industrial system: A time series benchmark
  28 Oct 2023 0 repositories listed
• DySurv: dynamic deep learning model for survival analysis with conditional variational inference
  28 Oct 2023 0 repositories listed
• α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing
  27 Oct 2023 0 repositories listed
• MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers
  27 Oct 2023 0 repositories listed
• BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles
  26 Oct 2023 0 repositories listed
• Dynamic Factor Models: a Genealogy
  26 Oct 2023 0 repositories listed
• Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting
  26 Oct 2023 0 repositories listed
• Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks
  25 Oct 2023 0 repositories listed
• Interpretable time series neural representation for classification purposes
  25 Oct 2023 0 repositories listed
• Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator
  25 Oct 2023 0 repositories listed
• Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting
  25 Oct 2023 0 repositories listed
• The Significance of Machine Learning in Clinical Disease Diagnosis: A Review
  25 Oct 2023 0 repositories listed
• Graph Deep Learning for Time Series Forecasting
  24 Oct 2023 0 repositories listed
• Grid Frequency Forecasting in University Campuses using Convolutional LSTM
  24 Oct 2023 0 repositories listed
• Stock Market Directional Bias Prediction Using ML Algorithms
  24 Oct 2023 0 repositories listed
• Identifiability of total effects from abstractions of time series causal graphs
  23 Oct 2023 0 repositories listed
• Triple Simplex Matrix Completion for Expense Forecasting
  23 Oct 2023 0 repositories listed
• Pyramidal Hidden Markov Model For Multivariate Time Series Forecasting
  22 Oct 2023 0 repositories listed
• A New Time Series Similarity Measure and Its Smart Grid Applications
  19 Oct 2023 0 repositories listed
• Metastable Financial Markets
  19 Oct 2023 0 repositories listed
• Neural Likelihood Approximation for Integer Valued Time Series Data
  19 Oct 2023 0 repositories listed
• Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications
  19 Oct 2023 0 repositories listed
• Towards a Deep Learning-based Online Quality Prediction System for Welding Processes
  19 Oct 2023 0 repositories listed
• Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering
  18 Oct 2023 0 repositories listed
• Is Channel Independent strategy optimal for Time Series Forecasting?
  18 Oct 2023 0 repositories listed
• Open-Set Multivariate Time-Series Anomaly Detection
  18 Oct 2023 0 repositories listed
• Transformers for scientific data: a pedagogical review for astronomers
  18 Oct 2023 0 repositories listed
• Causal Feature Selection via Transfer Entropy
  17 Oct 2023 0 repositories listed
• MorphFlow: Estimating Motion in In Situ Tests of Concrete
  17 Oct 2023 0 repositories listed
• MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection
  17 Oct 2023 0 repositories listed
• A Machine Learning-based Algorithm for Automated Detection of Frequency-based Events in Recorded Time Series of Sensor Data
  16 Oct 2023 0 repositories listed
• Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey
  16 Oct 2023 0 repositories listed
• Gaussian processes based data augmentation and expected signature for time series classification
  16 Oct 2023 0 repositories listed
• Neural Tangent Kernels Motivate Graph Neural Networks with Cross-Covariance Graphs
  16 Oct 2023 0 repositories listed
• Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision
  16 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
• ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
  14 Oct 2023 0 repositories listed
• A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information
  13 Oct 2023 0 repositories listed
• Comparison between Conventional Load Flow, QSTS Simulation, and Dynamic Simulation to Assess the Operation of Step Voltage Regulators in Active Distribution Networks
  13 Oct 2023 0 repositories listed
• DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection
  13 Oct 2023 0 repositories listed
• Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing
  13 Oct 2023 0 repositories listed
• Semi-Supervised End-To-End Contrastive Learning For Time Series Classification
  13 Oct 2023 0 repositories listed
• Detection and prediction of clopidogrel treatment failures using longitudinal structured electronic health records
  12 Oct 2023 0 repositories listed
• On Extreme Value Asymptotics of Projected Sample Covariances in High Dimensions with Applications in Finance and Convolutional Networks
  12 Oct 2023 0 repositories listed
• Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic
  12 Oct 2023 0 repositories listed