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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 44 of 68: papers 4,301 to 4,400 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.

• Statistical analysis of Wasserstein GANs with applications to time series forecasting
  5 Nov 2020 0 repositories listed
• S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
  4 Nov 2020 0 repositories listed
• GAGE: Geometry Preserving Attributed Graph Embeddings
  3 Nov 2020 0 repositories listed
• Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model
  2 Nov 2020 0 repositories listed
• Time Series Forecasting with Stacked Long Short-Term Memory Networks
  2 Nov 2020 0 repositories listed
• A Lane-Changing Prediction Method Based on Temporal Convolution Network
  1 Nov 2020 0 repositories listed
• Creating cloud-free satellite imagery from image time series with deep learning
  1 Nov 2020 0 repositories listed
• I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic
  1 Nov 2020 0 repositories listed
• Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests
  29 Oct 2020 0 repositories listed
• Modern strategies for time series regression
  29 Oct 2020 0 repositories listed
• Multiscale characteristics of the emerging global cryptocurrency market
  29 Oct 2020 0 repositories listed
• Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection
  29 Oct 2020 0 repositories listed
• Augmenting transferred representations for stock classification
  28 Oct 2020 0 repositories listed
• Collective Awareness for Abnormality Detection in Connected Autonomous Vehicles
  28 Oct 2020 0 repositories listed
• Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting
  27 Oct 2020 0 repositories listed
• Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks
  27 Oct 2020 0 repositories listed
• Hybrid Backpropagation Parallel Reservoir Networks
  27 Oct 2020 0 repositories listed
• Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review
  27 Oct 2020 0 repositories listed
• An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems
  26 Oct 2020 0 repositories listed
• A Systematic Comparison of Forecasting for Gross Domestic Product in an Emergent Economy
  26 Oct 2020 0 repositories listed
• Peak Detection On Data Independent Acquisition Mass Spectrometry Data With Semisupervised Convolutional Transformers
  26 Oct 2020 0 repositories listed
• Quasi-steady uptake and bacterial community assembly in a mathematical model of soil-phosphorus mobility
  26 Oct 2020 0 repositories listed
• Estimation of the mortality rate functions from time series field data in a stage-structured demographic model for Lobesia botrana
  25 Oct 2020 0 repositories listed
• Blind Deinterleaving of Signals in Time Series with Self-attention Based Soft Min-cost Flow Learning
  24 Oct 2020 0 repositories listed
• Loss-analysis via Attention-scale for Physiologic Time Series
  23 Oct 2020 0 repositories listed
• Model of continuous random cascade processes in financial markets
  23 Oct 2020 0 repositories listed
• A novel convolutional neural network model to remove muscle artifacts from EEG
  22 Oct 2020 0 repositories listed
• CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs
  22 Oct 2020 0 repositories listed
• Comparison of ARIMA, ETS, NNAR and hybrid models to forecast the second wave of COVID-19 hospitalizations in Italy
  22 Oct 2020 0 repositories listed
• Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
  22 Oct 2020 0 repositories listed
• A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach
  21 Oct 2020 0 repositories listed
• Anomaly Detection for Multivariate Time Series of Exotic Supernovae
  21 Oct 2020 0 repositories listed
• A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine
  20 Oct 2020 0 repositories listed
• RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data
  20 Oct 2020 0 repositories listed
• Sampling Theory of Bandlimited Continuous-Time Graph Signals
  20 Oct 2020 0 repositories listed
• Estimating and backtesting risk under heavy tails
  20 Oct 2020 0 repositories listed
• Variational Dynamic Mixtures
  20 Oct 2020 0 repositories listed
• DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation
  19 Oct 2020 0 repositories listed
• A semi-supervised autoencoder framework for joint generation and classification of breathing
  19 Oct 2020 0 repositories listed
• A Spatial-Temporal Graph Based Hybrid Infectious Disease Model with Application to COVID-19
  18 Oct 2020 0 repositories listed
• Cryptocurrency portfolio optimization with multivariate normal tempered stable processes and Foster-Hart risk
  18 Oct 2020 0 repositories listed
• The use of scaling properties to detect relevant changes in financial time series: a new visual warning tool
  18 Oct 2020 0 repositories listed
• Improved Predictive Deep Temporal Neural Networks with Trend Filtering
  16 Oct 2020 0 repositories listed
• On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series
  16 Oct 2020 0 repositories listed
• Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
  16 Oct 2020 0 repositories listed
• TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
  16 Oct 2020 0 repositories listed
• An Improved Online Penalty Parameter Selection Procedure for ℓ₁-Penalized Autoregressive with Exogenous Variables
  15 Oct 2020 0 repositories listed
• Short-term Wind Speed Forecasting based on LSSVM Optimized by Elitist QPSO
  15 Oct 2020 0 repositories listed
• Consumer Behaviour in Retail: Next Logical Purchase using Deep Neural Network
  14 Oct 2020 0 repositories listed
• Graph Deep Factors for Forecasting
  14 Oct 2020 0 repositories listed
• Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection
  14 Oct 2020 0 repositories listed
• A Deep Learning Forecaster with Exogenous Variables for Day-Ahead Locational Marginal Price
  13 Oct 2020 0 repositories listed
• Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
  13 Oct 2020 0 repositories listed
• Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data
  13 Oct 2020 0 repositories listed
• Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment
  13 Oct 2020 0 repositories listed
• Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control
  13 Oct 2020 0 repositories listed
• Modeling Atmospheric Data and Identifying Dynamics: Temporal Data-Driven Modeling of Air Pollutants
  13 Oct 2020 0 repositories listed
• Unfolding recurrence by Green's functions for optimized reservoir computing
  13 Oct 2020 0 repositories listed
• Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
  12 Oct 2020 0 repositories listed
• A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression
  11 Oct 2020 0 repositories listed
• Interpretable Neural Networks for Panel Data Analysis in Economics
  11 Oct 2020 0 repositories listed
• A Predictive Autoscaler for Elastic Batch Jobs
  10 Oct 2020 0 repositories listed
• Bifurcation Analysis using Zigzag Persistence
  10 Oct 2020 0 repositories listed
• Downsampling and geometric feature methods for EEG classification tasks with CNNs
  10 Oct 2020 0 repositories listed
• Explainable Framework for Time-series Analysis via Topological Data Analysis
  10 Oct 2020 0 repositories listed
• Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges
  10 Oct 2020 0 repositories listed
• TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis
  10 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Asset Allocation in US Equities
  9 Oct 2020 0 repositories listed
• HydroDeep -- A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis
  9 Oct 2020 0 repositories listed
• The Adaptive Doubly Robust Estimator for Policy Evaluation in Adaptive Experiments and a Paradox Concerning Logging Policy
  8 Oct 2020 0 repositories listed
• Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems
  8 Oct 2020 0 repositories listed
• Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation
  8 Oct 2020 0 repositories listed
• Multivariate Temporal Autoencoder for Predictive Reconstruction of Deep Sequences
  7 Oct 2020 0 repositories listed
• Structural Forecasting for Tropical Cyclone Intensity Prediction: Providing Insight with Deep Learning
  7 Oct 2020 0 repositories listed
• Gene Regulatory Network Inference with Latent Force Models
  6 Oct 2020 0 repositories listed
• Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution
  5 Oct 2020 0 repositories listed
• Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity Prices
  5 Oct 2020 0 repositories listed
• Direct Signal Separation Via Extraction of Local Frequencies with Adaptive Time-Varying Parameters
  5 Oct 2020 0 repositories listed
• Mining and modeling complex leadership-followership dynamics of movement data
  4 Oct 2020 0 repositories listed
• Bayesian Feature Selection in Joint Quantile Time Series Analysis
  4 Oct 2020 0 repositories listed
• TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series
  4 Oct 2020 0 repositories listed
• Active Tuning
  2 Oct 2020 0 repositories listed
• An Evaluation of Classification Methods for 3D Printing Time-Series Data
  2 Oct 2020 0 repositories listed
• Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification
  2 Oct 2020 0 repositories listed
• From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering
  2 Oct 2020 0 repositories listed
• Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information
  2 Oct 2020 0 repositories listed
• Universal time-series forecasting with mixture predictors
  1 Oct 2020 0 repositories listed
• A Wavelet-CNN-LSTM Model for Tailings Pond Risk Prediction
  30 Sep 2020 0 repositories listed
• AAMDRL: Augmented Asset Management with Deep Reinforcement Learning
  30 Sep 2020 0 repositories listed
• Few-shot Learning for Time-series Forecasting
  30 Sep 2020 0 repositories listed
• Uncovering Feature Interdependencies in High-Noise Environments with Stepwise Lookahead Decision Forests
  30 Sep 2020 0 repositories listed
• EEG to fMRI Synthesis: Is Deep Learning a candidate?
  29 Sep 2020 0 repositories listed
• Go with the FLOW: Visualizing spatiotemporal dynamics in optical widefield calcium imaging
  29 Sep 2020 0 repositories listed
• Anomaly Detection and Sampling Cost Control via Hierarchical GANs
  28 Sep 2020 0 repositories listed
• Forecasting Short-term load using Econometrics time series model with T-student Distribution
  28 Sep 2020 0 repositories listed
• Inferring Global Dynamics Using a Learning Machine
  28 Sep 2020 0 repositories listed
• Neural CDEs for Long Time Series via the Log-ODE Method
  28 Sep 2020 0 repositories listed
• Semi-Supervised Learning for In-Game Expert-Level Music-to-Dance Translation
  27 Sep 2020 0 repositories listed
• Decision-Aware Conditional GANs for Time Series Data
  26 Sep 2020 0 repositories listed
• Piece-wise Matching Layer in Representation Learning for ECG Classification
  26 Sep 2020 0 repositories listed