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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 23 of 68: papers 2,201 to 2,300 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.

• Deep Learning for Energy Time-Series Analysis and Forecasting
  15 Jun 2023 0 repositories listed
• Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
  5 Jun 2023 0 repositories listed
• An OPC UA-based industrial Big Data architecture
  2 Jun 2023 0 repositories listed
• Bias, Consistency, and Partisanship in U.S. Asylum Cases: A Machine Learning Analysis of Extraneous Factors in Immigration Court Decisions
  25 May 2023 0 repositories listed
• SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
  25 May 2023 0 repositories listed
• Sliding Window Sum Algorithms for Deep Neural Networks
  25 May 2023 0 repositories listed
• Comfort Foods and Community Connectedness: Investigating Diet Change during COVID-19 Using YouTube Videos on Twitter
  19 May 2023 0 repositories listed
• Predicting Unplanned Readmissions in the Intensive Care Unit: A Multimodality Evaluation
  14 May 2023 0 repositories listed
• Ordinal time series analysis with the R package otsfeatures
  24 Apr 2023 0 repositories listed
• Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain
  20 Apr 2023 0 repositories listed
• Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning
  9 Apr 2023 0 repositories listed
• The short- and long-term determinants of fertility in Uruguay
  2 Apr 2023 0 repositories listed
• Style Miner: Find Significant and Stable Explanatory Factors in Time Series with Constrained Reinforcement Learning
  21 Mar 2023 0 repositories listed
• Forecasting COVID-19 Infections in Gulf Cooperation Council (GCC) Countries using Machine Learning
  14 Mar 2023 0 repositories listed
• FPTN: Fast Pure Transformer Network for Traffic Flow Forecasting
  14 Mar 2023 0 repositories listed
• Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data
  14 Mar 2023 0 repositories listed
• Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport
  14 Mar 2023 0 repositories listed
• Deep incremental learning models for financial temporal tabular datasets with distribution shifts
  14 Mar 2023 0 repositories listed
• Comparing statistical and machine learning methods for time series forecasting in data-driven logistics -- A simulation study
  13 Mar 2023 0 repositories listed
• Hybrid Variational Autoencoder for Time Series Forecasting
  13 Mar 2023 0 repositories listed
• Mobile Mapping Mesh Change Detection and Update
  13 Mar 2023 0 repositories listed
• Towards Unsupervised Learning based Denoising of Cyber Physical System Data to Mitigate Security Concerns
  13 Mar 2023 0 repositories listed
• A Fourier Transform Approach for Automatic Detection of Oysters Spawning
  12 Mar 2023 0 repositories listed
• DOMINO: Visual Causal Reasoning with Time-Dependent Phenomena
  12 Mar 2023 0 repositories listed
• A Novel Method Combines Moving Fronts, Data Decomposition and Deep Learning to Forecast Intricate Time Series
  11 Mar 2023 0 repositories listed
• Accurate Prediction of Global Mean Temperature through Data Transformation Techniques
  11 Mar 2023 0 repositories listed
• Explainable AI for Time Series via Virtual Inspection Layers
  11 Mar 2023 0 repositories listed
• Machine Learning Enhanced Hankel Dynamic-Mode Decomposition
  11 Mar 2023 0 repositories listed
• Local-Global Methods for Generalised Solar Irradiance Forecasting
  10 Mar 2023 0 repositories listed
• Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals
  9 Mar 2023 0 repositories listed
• Distributional Vector Autoregression: Eliciting Macro and Financial Dependence
  9 Mar 2023 0 repositories listed
• Learning Representation for Anomaly Detection of Vehicle Trajectories
  9 Mar 2023 0 repositories listed
• On the Benefits of Biophysical Synapses
  8 Mar 2023 0 repositories listed
• Robust Multimodal Fusion for Human Activity Recognition
  8 Mar 2023 0 repositories listed
• Self-contained Beta-with-Spikes Approximation for Inference Under a Wright-Fisher Model
  8 Mar 2023 0 repositories listed
• A Kalman Filter Framework for Resolving 3D Displacement Field Time Series By Combining Multitrack Multitemporal InSAR and GNSS Horizontal Velocities
  7 Mar 2023 0 repositories listed
• TinyAD: Memory-efficient anomaly detection for time series data in Industrial IoT
  7 Mar 2023 0 repositories listed
• eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)
  6 Mar 2023 0 repositories listed
• Robust Dominant Periodicity Detection for Time Series with Missing Data
  6 Mar 2023 0 repositories listed
• Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
  4 Mar 2023 0 repositories listed
• Building Floorspace in China: A Dataset and Learning Pipeline
  3 Mar 2023 0 repositories listed
• Lag selection and estimation of stable parameters for multiple autoregressive processes through convex programming
  3 Mar 2023 0 repositories listed
• Reservoir computing based on solitary-like waves dynamics of film flows: a proof of concept
  3 Mar 2023 0 repositories listed
• Interpretable System Identification and Long-term Prediction on Time-Series Data
  2 Mar 2023 0 repositories listed
• Multi-Task Self-Supervised Time-Series Representation Learning
  2 Mar 2023 0 repositories listed
• RePAD2: Real-Time, Lightweight, and Adaptive Anomaly Detection for Open-Ended Time Series
  1 Mar 2023 0 repositories listed
• Interpretable Water Level Forecaster with Spatiotemporal Causal Attention Mechanisms
  28 Feb 2023 0 repositories listed
• Learning Hidden Markov Models Using Conditional Samples
  28 Feb 2023 0 repositories listed
• Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach
  28 Feb 2023 0 repositories listed
• A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping
  27 Feb 2023 0 repositories listed
• A Tale of Tail Covariances (and Diversified Tails)
  27 Feb 2023 0 repositories listed
• Combating Uncertainties in Wind and Distributed PV Energy Sources Using Integrated Reinforcement Learning and Time-Series Forecasting
  27 Feb 2023 0 repositories listed
• Chaotic Variational Auto encoder-based Adversarial Machine Learning
  25 Feb 2023 0 repositories listed
• In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
  25 Feb 2023 0 repositories listed
• Robust language-based mental health assessments in time and space through social media
  25 Feb 2023 0 repositories listed
• Detecting Rough Volatility: A Filtering Approach
  24 Feb 2023 0 repositories listed
• Statistical Inference with Stochastic Gradient Methods under φ-mixing Data
  24 Feb 2023 0 repositories listed
• A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers
  23 Feb 2023 0 repositories listed
• A metric to compare the anatomy variation between image time series
  23 Feb 2023 0 repositories listed
• Adaptive Sampling for Probabilistic Forecasting under Distribution Shift
  23 Feb 2023 0 repositories listed
• Generalization of Auto-Regressive Hidden Markov Models to Non-Linear Dynamics and Unit Quaternion Observation Space
  23 Feb 2023 0 repositories listed
• Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
  22 Feb 2023 0 repositories listed
• Information Theory Inspired Pattern Analysis for Time-series Data
  22 Feb 2023 0 repositories listed
• Learning Mixture Structure on Multi-Source Time Series for Probabilistic Forecasting
  22 Feb 2023 0 repositories listed
• Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
  22 Feb 2023 0 repositories listed
• Time-varying Signals Recovery via Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Creating Disasters: Recession Forecasting with GAN-Generated Synthetic Time Series Data
  21 Feb 2023 0 repositories listed
• Enhancing Energy System Models Using Better Load Forecasts
  21 Feb 2023 0 repositories listed
• FedST: Secure Federated Shapelet Transformation for Time Series Classification
  21 Feb 2023 0 repositories listed
• Measuring city-scale green infrastructure drawdown dynamics using internet-connected sensors in Detroit
  21 Feb 2023 0 repositories listed
• Task-Oriented Prediction and Communication Co-Design for Haptic Communications
  21 Feb 2023 0 repositories listed
• TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
  21 Feb 2023 0 repositories listed
• Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions
  20 Feb 2023 0 repositories listed
• Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting
  20 Feb 2023 0 repositories listed
• Ergodic characterization of non-ergodic anomalous diffusion processes
  19 Feb 2023 0 repositories listed
• Estimating Treatment Effects in Continuous Time with Hidden Confounders
  19 Feb 2023 0 repositories listed
• Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones
  18 Feb 2023 0 repositories listed
• Graphical estimation of multivariate count time series
  17 Feb 2023 0 repositories listed
• Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data
  17 Feb 2023 0 repositories listed
• A Transformer-based Deep Learning Algorithm to Auto-record Undocumented Clinical One-Lung Ventilation Events
  16 Feb 2023 0 repositories listed
• Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models
  16 Feb 2023 0 repositories listed
• Excess risk bound for deep learning under weak dependence
  15 Feb 2023 0 repositories listed
• Functional Connectivity Dynamics show Resting-State Instability and Rightward Parietal Dysfunction in ADHD
  15 Feb 2023 0 repositories listed
• Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand
  14 Feb 2023 0 repositories listed
• Online Detection of Changes in Moment-Based Projections: When to Retrain Deep Learners or Update Portfolios?
  14 Feb 2023 0 repositories listed
• Checking the Statistical Assumptions Underlying the Application of the Standard Deviation and RMS Error to Eye-Movement Time Series: A Comparison between Human and Artificial Eyes
  13 Feb 2023 0 repositories listed
• Fourier-RNNs for Modelling Noisy Physics Data
  13 Feb 2023 0 repositories listed
• Label-efficient Time Series Representation Learning: A Review
  13 Feb 2023 0 repositories listed
• Forecasting the Turkish Lira Exchange Rates through Univariate Techniques: Can the Simple Models Outperform the Sophisticated Ones?
  12 Feb 2023 0 repositories listed
• Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape
  11 Feb 2023 0 repositories listed
• SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies
  11 Feb 2023 0 repositories listed
• Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking
  10 Feb 2023 0 repositories listed
• ShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification
  10 Feb 2023 0 repositories listed
• Structural Break Detection in Quantile Predictive Regression Models with Persistent Covariates
  10 Feb 2023 0 repositories listed
• Dynamic and Stochastic Rational Behavior
  9 Feb 2023 0 repositories listed
• Estimating Driver Personality Traits from On-Road Driving Data
  9 Feb 2023 0 repositories listed
• Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks
  8 Feb 2023 0 repositories listed
• High-Dimensional Granger Causality for Climatic Attribution
  8 Feb 2023 0 repositories listed
• Short-Term Memory Convolutions
  8 Feb 2023 0 repositories listed
• Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series
  7 Feb 2023 0 repositories listed