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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 38 of 68: papers 3,701 to 3,800 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.

• A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments
  2 Jul 2021 0 repositories listed
• Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors
  2 Jul 2021 0 repositories listed
• Data-driven mapping between functional connectomes using optimal transport
  2 Jul 2021 0 repositories listed
• Visual Time Series Forecasting: An Image-driven Approach
  2 Jul 2021 0 repositories listed
• Wavelet Analysis of Dengue Incidence and its Correlation with Weather and Vegetation Variables in Costa Rica
  2 Jul 2021 0 repositories listed
• Explainable nonlinear modelling of multiple time series with invertible neural networks
  1 Jul 2021 0 repositories listed
• Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning
  1 Jul 2021 0 repositories listed
• Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data
  1 Jul 2021 0 repositories listed
• Online learning of windmill time series using Long Short-term Cognitive Networks
  1 Jul 2021 0 repositories listed
• MissFormer: (In-)attention-based handling of missing observations for trajectory filtering and prediction
  30 Jun 2021 0 repositories listed
• National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model?
  30 Jun 2021 0 repositories listed
• FallDeF5: A Fall Detection Framework Using 5G-based Deep Gated Recurrent Unit Networks
  29 Jun 2021 0 repositories listed
• Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model
  28 Jun 2021 0 repositories listed
• On a novel training algorithm for sequence-to-sequence predictive recurrent networks
  27 Jun 2021 0 repositories listed
• Autonomous Deep Quality Monitoring in Streaming Environments
  26 Jun 2021 0 repositories listed
• Functional Classwise Principal Component Analysis: A Novel Classification Framework
  26 Jun 2021 0 repositories listed
• The mbsts package: Multivariate Bayesian Structural Time Series Models in R
  26 Jun 2021 0 repositories listed
• Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model
  25 Jun 2021 0 repositories listed
• Temporal Graph Signal Decomposition
  25 Jun 2021 0 repositories listed
• Domain-guided Machine Learning for Remotely Sensed In-Season Crop Growth Estimation
  24 Jun 2021 0 repositories listed
• Neural ODE to model and prognose thermoacoustic instability
  24 Jun 2021 0 repositories listed
• Beyond Predictions in Neural ODEs: Identification and Interventions
  23 Jun 2021 0 repositories listed
• Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection
  23 Jun 2021 0 repositories listed
• Machine learning structure preserving brackets for forecasting irreversible processes
  23 Jun 2021 0 repositories listed
• MegazordNet: combining statistical and machine learning standpoints for time series forecasting
  23 Jun 2021 0 repositories listed
• Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment
  22 Jun 2021 0 repositories listed
• Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization
  22 Jun 2021 0 repositories listed
• Attention-based Neural Network for Driving Environment Complexity Perception
  21 Jun 2021 0 repositories listed
• Experimentally testable whole brain manifolds that recapitulate behavior
  20 Jun 2021 0 repositories listed
• Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences
  19 Jun 2021 0 repositories listed
• On the benefits of maximum likelihood estimation for Regression and Forecasting
  18 Jun 2021 0 repositories listed
• Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification
  17 Jun 2021 0 repositories listed
• Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a Vacuum Distillation Unit
  17 Jun 2021 0 repositories listed
• Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification
  16 Jun 2021 0 repositories listed
• A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread
  15 Jun 2021 0 repositories listed
• Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning
  15 Jun 2021 0 repositories listed
• Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL
  15 Jun 2021 0 repositories listed
• Economic Nowcasting with Long Short-Term Memory Artificial Neural Networks (LSTM)
  15 Jun 2021 0 repositories listed
• Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks
  15 Jun 2021 0 repositories listed
• Trend-Following Strategies via Dynamic Momentum Learning
  15 Jun 2021 0 repositories listed
• A Self-Supervised Framework for Function Learning and Extrapolation
  14 Jun 2021 0 repositories listed
• A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface
  14 Jun 2021 0 repositories listed
• Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures
  14 Jun 2021 0 repositories listed
• Dynamic Asymmetric Causality Tests with an Application
  14 Jun 2021 0 repositories listed
• EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification
  14 Jun 2021 0 repositories listed
• Hierarchically Regularized Deep Forecasting
  14 Jun 2021 0 repositories listed
• Signal processing on simplicial complexes
  14 Jun 2021 0 repositories listed
• The Economic Impact of Critical National Infrastructure Failure Due to Space Weather
  14 Jun 2021 0 repositories listed
• BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
  12 Jun 2021 0 repositories listed
• Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images
  12 Jun 2021 0 repositories listed
• Generative Adversarial Networks in finance: an overview
  11 Jun 2021 0 repositories listed
• HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions
  11 Jun 2021 0 repositories listed
• Multivariate Pair Trading by Volatility & Model Adaption Trade-off
  11 Jun 2021 0 repositories listed
• Time Series Anomaly Detection with label-free Model Selection
  11 Jun 2021 0 repositories listed
• A new measure between sets of probability distributions with applications to erratic financial behavior
  10 Jun 2021 0 repositories listed
• Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties
  10 Jun 2021 0 repositories listed
• Machine Learning Framework for Sensing and Modeling Interference in IoT Frequency Bands
  10 Jun 2021 0 repositories listed
• Multistep Electric Vehicle Charging Station Occupancy Prediction using Hybrid LSTM Neural Networks
  9 Jun 2021 0 repositories listed
• Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data
  9 Jun 2021 0 repositories listed
• Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos
  9 Jun 2021 0 repositories listed
• RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting
  8 Jun 2021 0 repositories listed
• Time-series Imputation of Temporally-occluded Multiagent Trajectories
  8 Jun 2021 0 repositories listed
• Differentiable Multiple Shooting Layers
  7 Jun 2021 0 repositories listed
• DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting
  7 Jun 2021 0 repositories listed
• Distributed Learning and its Application for Time-Series Prediction
  6 Jun 2021 0 repositories listed
• Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models
  6 Jun 2021 0 repositories listed
• Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition
  5 Jun 2021 0 repositories listed
• A General Method for Event Detection on Social Media
  4 Jun 2021 0 repositories listed
• Optimizing Bayesian Recurrent Neural Networks on an FPGA-based Accelerator
  4 Jun 2021 0 repositories listed
• Causal Graph Discovery from Self and Mutually Exciting Time Series
  4 Jun 2021 0 repositories listed
• Latent Time-Adaptive Drift-Diffusion Model
  4 Jun 2021 0 repositories listed
• Causal Digital Twin from Multi-channel IoT
  3 Jun 2021 0 repositories listed
• Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems
  3 Jun 2021 0 repositories listed
• The relationship between the US broad money supply and US GDP for the time period 2001 to 2019 with that of the corresponding time series for US national property and stock market indices, using an information entropy methodology
  3 Jun 2021 0 repositories listed
• Deep Signature Statistics for Likelihood-free Time-series Models
  2 Jun 2021 0 repositories listed
• Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes
  2 Jun 2021 0 repositories listed
• Warming up recurrent neural networks to maximise reachable multistability greatly improves learning
  2 Jun 2021 0 repositories listed
• Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments
  1 Jun 2021 0 repositories listed
• Quantifying the Effects of COVID-19 on Restaurant Reviews
  1 Jun 2021 0 repositories listed
• An improved LogNNet classifier for IoT application
  30 May 2021 0 repositories listed
• Pattern Discovery in Time Series with Byte Pair Encoding
  30 May 2021 0 repositories listed
• Rethinking the constraints of multimodal fusion: case study in Weakly-Supervised Audio-Visual Video Parsing
  30 May 2021 0 repositories listed
• Asset volatility forecasting:The optimal decay parameter in the EWMA model
  29 May 2021 0 repositories listed
• CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization
  29 May 2021 0 repositories listed
• Detailed Primary and Secondary Distribution System Model Enhancement Using AMI Data
  29 May 2021 0 repositories listed
• Accelerating Neural ODEs Using Model Order Reduction
  28 May 2021 0 repositories listed
• Short-Term Stock Price-Trend Prediction Using Meta-Learning
  28 May 2021 0 repositories listed
• High Tension Lines: Predicting robustness of high-voltage power-grids to cascading failure using network embedding
  27 May 2021 0 repositories listed
• Recurrent-type Neural Networks for Real-time Short-term Prediction of Ship Motions in High Sea State
  27 May 2021 0 repositories listed
• Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network
  27 May 2021 0 repositories listed
• Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
  26 May 2021 0 repositories listed
• Operator Autoencoders: Learning Physical Operations on Encoded Molecular Graphs
  26 May 2021 0 repositories listed
• Can we imitate the principal investor's behavior to learn option price?
  24 May 2021 0 repositories listed
• Inferring Temporal Logic Properties from Data using Boosted Decision Trees
  24 May 2021 0 repositories listed
• Matched Illumination Waveforms using Multi-Tone Sinusoidal Frequency Modulation
  24 May 2021 0 repositories listed
• Three Remarks On Asset Pricing
  24 May 2021 0 repositories listed
• Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning
  23 May 2021 0 repositories listed
• Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing
  22 May 2021 0 repositories listed
• Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application
  22 May 2021 0 repositories listed
• Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers
  21 May 2021 0 repositories listed