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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 58 of 92: papers 5,701 to 5,800 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 Hybrid Approach on Conditional GAN for Portfolio Analysis
  13 Jul 2022 0 repositories listed
• River Surface Patch-wise Detector Using Mixture Augmentation for Scum-cover-index
  13 Jul 2022 0 repositories listed
• IMG-NILM: A Deep learning NILM approach using energy heatmaps
  12 Jul 2022 0 repositories listed
• Improved Batching Strategy For Irregular Time-Series ODE
  12 Jul 2022 0 repositories listed
• A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture
  11 Jul 2022 0 repositories listed
• Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction
  10 Jul 2022 0 repositories listed
• Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition
  10 Jul 2022 0 repositories listed
• Convolutional Neural Networks for Time-dependent Classification of Variable-length Time Series
  8 Jul 2022 0 repositories listed
• Seasonal Encoder-Decoder Architecture for Forecasting
  8 Jul 2022 0 repositories listed
• Adaptive deep learning for nonlinear time series models
  6 Jul 2022 0 repositories listed
• Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer
  6 Jul 2022 0 repositories listed
• Composite FORCE learning of chaotic echo state networks for time-series prediction
  6 Jul 2022 0 repositories listed
• Don't overfit the history -- Recursive time series data augmentation
  6 Jul 2022 0 repositories listed
• Reinforcement Learning Portfolio Manager Framework with Monte Carlo Simulation
  6 Jul 2022 0 repositories listed
• Variations on two-parameter families of forecasting functions: seasonal/nonseasonal Models, comparison to the exponential smoothing and ARIMA models, and applications to stock market data
  6 Jul 2022 0 repositories listed
• Sedentary Behavior Estimation with Hip-worn Accelerometer Data: Segmentation, Classification and Thresholding
  5 Jul 2022 0 repositories listed
• Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series
  5 Jul 2022 0 repositories listed
• Input Sequence and Parameter Estimation in Impulsive Biomedical Models
  4 Jul 2022 0 repositories listed
• Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures
  4 Jul 2022 0 repositories listed
• Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction
  3 Jul 2022 0 repositories listed
• Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units
  2 Jul 2022 0 repositories listed
• A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding
  1 Jul 2022 0 repositories listed
• Simulating financial time series using attention
  1 Jul 2022 0 repositories listed
• A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes
  30 Jun 2022 0 repositories listed
• Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation
  30 Jun 2022 0 repositories listed
• K-ARMA Models for Clustering Time Series Data
  30 Jun 2022 0 repositories listed
• An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows
  29 Jun 2022 0 repositories listed
• Automatic Synthesis of Neurons for Recurrent Neural Nets
  29 Jun 2022 0 repositories listed
• Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis
  29 Jun 2022 0 repositories listed
• Intrinsic Anomaly Detection for Multi-Variate Time Series
  29 Jun 2022 0 repositories listed
• Multi-Channel Vision Transformer for Epileptic Seizure Prediction
  29 Jun 2022 0 repositories listed
• Business Cycle Synchronization in the EU: A Regional-Sectoral Look through Soft-Clustering and Wavelet Decomposition
  28 Jun 2022 0 repositories listed
• Detection and Forecasting of Extreme event in Stock Price Triggered by Fundamental, Technical, and External Factors
  28 Jun 2022 0 repositories listed
• Generative Anomaly Detection for Time Series Datasets
  28 Jun 2022 0 repositories listed
• Improving self-supervised pretraining models for epileptic seizure detection from EEG data
  28 Jun 2022 0 repositories listed
• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting
  28 Jun 2022 0 repositories listed
• AI for trading strategies
  26 Jun 2022 0 repositories listed
• Data Augmentation techniques in time series domain: A survey and taxonomy
  25 Jun 2022 0 repositories listed
• Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects
  24 Jun 2022 0 repositories listed
• TreeDRNet:A Robust Deep Model for Long Term Time Series Forecasting
  24 Jun 2022 0 repositories listed
• Undetectable GPS-Spoofing Attack on Time Series Phasor Measurement Unit Data
  24 Jun 2022 0 repositories listed
• A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification
  21 Jun 2022 0 repositories listed
• Statistical inference of lead-lag at various timescales between asynchronous time series from p-values of transfer entropy
  21 Jun 2022 0 repositories listed
• An Agent-Based Model With Realistic Financial Time Series: A Method for Agent-Based Models Validation
  20 Jun 2022 0 repositories listed
• Time Gated Convolutional Neural Networks for Crop Classification
  20 Jun 2022 0 repositories listed
• Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting
  19 Jun 2022 0 repositories listed
• Autoencoding Conditional GAN for Portfolio Allocation Diversification
  17 Jun 2022 0 repositories listed
• Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift
  17 Jun 2022 0 repositories listed
• Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors
  16 Jun 2022 0 repositories listed
• Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings
  16 Jun 2022 0 repositories listed
• Domain Generalization via Selective Consistency Regularization for Time Series Classification
  16 Jun 2022 0 repositories listed
• User Engagement in Mobile Health Applications
  16 Jun 2022 0 repositories listed
• Calibrating Agent-based Models to Microdata with Graph Neural Networks
  15 Jun 2022 0 repositories listed
• Improving Solar Flare Prediction by Time Series Outlier Detection
  14 Jun 2022 0 repositories listed
• Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning
  14 Jun 2022 0 repositories listed
• Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets
  13 Jun 2022 0 repositories listed
• Robust Time Series Denoising with Learnable Wavelet Packet Transform
  13 Jun 2022 0 repositories listed
• Safe-FinRL: A Low Bias and Variance Deep Reinforcement Learning Implementation for High-Freq Stock Trading
  13 Jun 2022 0 repositories listed
• DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting
  11 Jun 2022 0 repositories listed
• Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review
  10 Jun 2022 0 repositories listed
• Exploring Predictive States via Cantor Embeddings and Wasserstein Distance
  9 Jun 2022 0 repositories listed
• Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Unsupervised Learning
  9 Jun 2022 0 repositories listed
• It's a super deal -- train recurrent network on noisy data and get smooth prediction free
  9 Jun 2022 0 repositories listed
• Classification of Stochastic Processes with Topological Data Analysis
  8 Jun 2022 0 repositories listed
• Multivariate backtests and copulas for risk evaluation
  8 Jun 2022 0 repositories listed
• On the balance between the training time and interpretability of neural ODE for time series modelling
  7 Jun 2022 0 repositories listed
• Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection
  7 Jun 2022 0 repositories listed
• Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting
  7 Jun 2022 0 repositories listed
• Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
  6 Jun 2022 0 repositories listed
• DDPG based on multi-scale strokes for financial time series trading strategy
  5 Jun 2022 0 repositories listed
• Interpretable Mixture of Experts
  5 Jun 2022 0 repositories listed
• Using Connectome Features to Constrain Echo State Networks
  5 Jun 2022 0 repositories listed
• Forecasting the production of Distillate Fuel Oil Refinery and Propane Blender net production by using Time Series Algorithms
  4 Jun 2022 0 repositories listed
• Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis
  4 Jun 2022 0 repositories listed
• Constraints on parameter choices for successful reservoir computing
  3 Jun 2022 0 repositories listed
• Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks
  3 Jun 2022 0 repositories listed
• Learning code summarization from a small and local dataset
  2 Jun 2022 0 repositories listed
• Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction
  1 Jun 2022 0 repositories listed
• Sentiment Analysis of Homeric Text: The 1st Book of Iliad
  1 Jun 2022 0 repositories listed
• SolarGAN: Synthetic Annual Solar Irradiance Time Series on Urban Building Facades via Deep Generative Networks
  1 Jun 2022 0 repositories listed
• Visualizing Parliamentary Speeches as Networks: the DYLEN Tool
  1 Jun 2022 0 repositories listed
• Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series
  31 May 2022 0 repositories listed
• VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting
  31 May 2022 0 repositories listed
• A Review and Evaluation of Elastic Distance Functions for Time Series Clustering
  30 May 2022 0 repositories listed
• CHALLENGER: Training with Attribution Maps
  30 May 2022 0 repositories listed
• FEW SHOT CROP MAPPING USING TRANSFORMERS AND TRANSFER LEARNING WITH SENTINEL-2 TIME SERIES: CASE OF KAIROUAN TUNISIA
  30 May 2022 0 repositories listed
• Deep Generators on Commodity Markets; application to Deep Hedging
  27 May 2022 0 repositories listed
• Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering
  27 May 2022 0 repositories listed
• Finding Patterns in Visualized Data by Adding Redundant Visual Information
  27 May 2022 0 repositories listed
• Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units
  27 May 2022 0 repositories listed
• Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets
  26 May 2022 0 repositories listed
• Topological Hidden Markov Models
  26 May 2022 0 repositories listed
• Analytics of Business Time Series Using Machine Learning and Bayesian Inference
  25 May 2022 0 repositories listed
• Towards Symbolic Time Series Representation Improved by Kernel Density Estimators
  25 May 2022 0 repositories listed
• Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning
  24 May 2022 0 repositories listed
• Forecasting Multilinear Data via Transform-Based Tensor Autoregression
  24 May 2022 0 repositories listed
• FreDo: Frequency Domain-based Long-Term Time Series Forecasting
  24 May 2022 0 repositories listed
• UMSNet: An Universal Multi-sensor Network for Human Activity Recognition
  24 May 2022 0 repositories listed
• Forecasting of Non-Stationary Sales Time Series Using Deep Learning
  23 May 2022 0 repositories listed
• GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection
  23 May 2022 0 repositories listed