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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 49 of 92: papers 4,801 to 4,900 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.

• sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation
  5 Sep 2023 0 repositories listed
• Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles
  4 Sep 2023 0 repositories listed
• Rail Crack Propagation Forecasting Using Multi-horizons RNNs
  4 Sep 2023 0 repositories listed
• Multidomain transformer-based deep learning for early detection of network intrusion
  3 Sep 2023 0 repositories listed
• A hidden Markov model for statistical arbitrage in international crude oil futures markets
  2 Sep 2023 0 repositories listed
• Network Topology Inference with Sparsity and Laplacian Constraints
  2 Sep 2023 0 repositories listed
• Short-term power load forecasting method based on CNN-SAEDN-Res
  2 Sep 2023 0 repositories listed
• Time Series Analysis of Urban Liveability
  1 Sep 2023 0 repositories listed
• Improving the Accuracy of Transaction-Based Ponzi Detection on Ethereum
  31 Aug 2023 0 repositories listed
• Masked Transformer for Electrocardiogram Classification
  31 Aug 2023 0 repositories listed
• Predicting Financial Market Trends using Time Series Analysis and Natural Language Processing
  31 Aug 2023 0 repositories listed
• Vision-Based Cranberry Crop Ripening Assessment
  31 Aug 2023 0 repositories listed
• Advanced Deep Regression Models for Forecasting Time Series Oil Production
  30 Aug 2023 0 repositories listed
• Classification of Anomalies in Telecommunication Network KPI Time Series
  30 Aug 2023 0 repositories listed
• MadSGM: Multivariate Anomaly Detection with Score-based Generative Models
  29 Aug 2023 0 repositories listed
• Can Machine Learning Catch Economic Recessions Using Economic and Market Sentiments?
  28 Aug 2023 0 repositories listed
• Hierarchical Time Series Forecasting with Bayesian Modeling
  28 Aug 2023 0 repositories listed
• Quantum Next Generation Reservoir Computing: An Efficient Quantum Algorithm for Forecasting Quantum Dynamics
  28 Aug 2023 0 repositories listed
• High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods
  27 Aug 2023 0 repositories listed
• DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series
  26 Aug 2023 0 repositories listed
• Multivariate time series classification with dual attention network
  26 Aug 2023 0 repositories listed
• PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
  26 Aug 2023 0 repositories listed
• A Generic Machine Learning Framework for Fully-Unsupervised Anomaly Detection with Contaminated Data
  25 Aug 2023 0 repositories listed
• A Co-training Approach for Noisy Time Series Learning
  24 Aug 2023 0 repositories listed
• Business Metric-Aware Forecasting for Inventory Management
  24 Aug 2023 0 repositories listed
• Easy attention: A simple attention mechanism for temporal predictions with transformers
  24 Aug 2023 0 repositories listed
• Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices
  24 Aug 2023 0 repositories listed
• Low-count Time Series Anomaly Detection
  24 Aug 2023 0 repositories listed
• Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models
  24 Aug 2023 0 repositories listed
• Optimizing Neural Network Scale for ECG Classification
  24 Aug 2023 0 repositories listed
• Probabilistic load forecasting with Reservoir Computing
  24 Aug 2023 0 repositories listed
• Spatial and Spatiotemporal Volatility Models: A Review
  24 Aug 2023 0 repositories listed
• Machine learning in parameter estimation of nonlinear systems
  23 Aug 2023 0 repositories listed
• Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies
  23 Aug 2023 0 repositories listed
• Retail Demand Forecasting: A Comparative Study for Multivariate Time Series
  23 Aug 2023 0 repositories listed
• Consistent Signal Reconstruction from Streaming Multivariate Time Series
  23 Aug 2023 0 repositories listed
• Evaluation of Deep Neural Operator Models toward Ocean Forecasting
  22 Aug 2023 0 repositories listed
• Forecasting inflation using disaggregates and machine learning
  22 Aug 2023 0 repositories listed
• Machine Learning-based Positioning using Multivariate Time Series Classification for Factory Environments
  22 Aug 2023 0 repositories listed
• ReLiCADA -- Reservoir Computing using Linear Cellular Automata Design Algorithm
  22 Aug 2023 0 repositories listed
• Econometrics of Machine Learning Methods in Economic Forecasting
  21 Aug 2023 0 repositories listed
• Real World Time Series Benchmark Datasets with Distribution Shifts: Global Crude Oil Price and Volatility
  21 Aug 2023 0 repositories listed
• Using Autoencoders and AutoDiff to Reconstruct Missing Variables in a Set of Time Series
  21 Aug 2023 0 repositories listed
• Large Transformers are Better EEG Learners
  20 Aug 2023 0 repositories listed
• Minimalist Traffic Prediction: Linear Layer Is All You Need
  20 Aug 2023 0 repositories listed
• A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case
  19 Aug 2023 0 repositories listed
• Data-driven Topology and Parameter Identification in Distribution Systems with limited Measurements
  18 Aug 2023 0 repositories listed
• Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig
  18 Aug 2023 0 repositories listed
• ICU Mortality Prediction Using Long Short-Term Memory Networks
  18 Aug 2023 0 repositories listed
• Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories
  18 Aug 2023 0 repositories listed
• Path Signatures for Seizure Forecasting
  18 Aug 2023 0 repositories listed
• Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources
  18 Aug 2023 0 repositories listed
• Linear Regression with Weak Exogeneity
  17 Aug 2023 0 repositories listed
• Online Transition-Based Feature Generation for Anomaly Detection in Concurrent Data Streams
  17 Aug 2023 0 repositories listed
• Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration
  17 Aug 2023 0 repositories listed
• Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series
  16 Aug 2023 0 repositories listed
• Portfolio Selection via Topological Data Analysis
  15 Aug 2023 0 repositories listed
• BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching
  14 Aug 2023 0 repositories listed
• Greedy online change point detection
  14 Aug 2023 0 repositories listed
• ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting
  14 Aug 2023 0 repositories listed
• ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN
  13 Aug 2023 0 repositories listed
• TorchQL: A Programming Framework for Integrity Constraints in Machine Learning
  13 Aug 2023 0 repositories listed
• Quantile Time Series Regression Models Revisited
  12 Aug 2023 0 repositories listed
• Volterra Accentuated Non-Linear Dynamical Admittance (VANYA) to model Deforestation: An Exemplification from the Amazon Rainforest
  12 Aug 2023 0 repositories listed
• Causally Linking Health Application Data and Personal Information Management Tools
  11 Aug 2023 0 repositories listed
• Deep learning-based flow disaggregation for short-term hydropower plant operations
  11 Aug 2023 0 repositories listed
• Nonlinear Permuted Granger Causality
  11 Aug 2023 0 repositories listed
• A Forecaster's Review of Judea Pearl's Causality: Models, Reasoning and Inference, Second Edition, 2009
  10 Aug 2023 0 repositories listed
• Commodities Trading through Deep Policy Gradient Methods
  10 Aug 2023 0 repositories listed
• Sparse Binary Transformers for Multivariate Time Series Modeling
  9 Aug 2023 0 repositories listed
• A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation
  8 Aug 2023 0 repositories listed
• DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
  7 Aug 2023 0 repositories listed
• DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
  7 Aug 2023 0 repositories listed
• Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs)
  7 Aug 2023 0 repositories listed
• Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
  7 Aug 2023 0 repositories listed
• Causal Disentanglement Hidden Markov Model for Fault Diagnosis
  6 Aug 2023 0 repositories listed
• Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques
  6 Aug 2023 0 repositories listed
• Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series
  6 Aug 2023 0 repositories listed
• DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization
  4 Aug 2023 0 repositories listed
• Recurrent Neural Networks with more flexible memory: better predictions than rough volatility
  4 Aug 2023 0 repositories listed
• Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter
  4 Aug 2023 0 repositories listed
• Individual Shrinkage for Random Effects
  3 Aug 2023 0 repositories listed
• Diffusion-based Time Series Data Imputation for Microsoft 365
  3 Aug 2023 0 repositories listed
• Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion
  2 Aug 2023 0 repositories listed
• Limit Theory under Network Dependence and Nonstationarity
  2 Aug 2023 0 repositories listed
• The Bayesian Context Trees State Space Model for time series modelling and forecasting
  2 Aug 2023 0 repositories listed
• A Survey of Time Series Anomaly Detection Methods in the AIOps Domain
  1 Aug 2023 0 repositories listed
• Testing for Threshold Effects in Presence of Heteroskedasticity and Measurement Error with an application to Italian Strikes
  1 Aug 2023 0 repositories listed
• TimePool: Visually Answer "Which and When" Questions On Univariate Time Series
  1 Aug 2023 0 repositories listed
• Shuffled Differentially Private Federated Learning for Time Series Data Analytics
  30 Jul 2023 0 repositories listed
• A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data
  28 Jul 2023 0 repositories listed
• A Distance Correlation-Based Approach to Characterize the Effectiveness of Recurrent Neural Networks for Time Series Forecasting
  28 Jul 2023 0 repositories listed
• Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity
  28 Jul 2023 0 repositories listed
• Case Studies of Causal Discovery from IT Monitoring Time Series
  28 Jul 2023 0 repositories listed
• Universal Recurrent Event Memories for Streaming Data
  28 Jul 2023 0 repositories listed
• HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
  27 Jul 2023 0 repositories listed
• Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction
  27 Jul 2023 0 repositories listed
• Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals
  27 Jul 2023 0 repositories listed
• Emerging Statistical Machine Learning Techniques for Extreme Temperature Forecasting in U.S. Cities
  26 Jul 2023 0 repositories listed
• Surface Deformation of New York City from Multitemporal Interferometric Analysis of Sentinel-1 SAR Datasets
  26 Jul 2023 0 repositories listed