Browse State-of-the-Art › Time Series › Papers, page 43
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 43 of 92: papers 4,201 to 4,300 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.
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High Significant Fault Detection in Azure Core Workload Insights14 Apr 2024 0 repositories listed
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Test Code Generation for Telecom Software Systems using Two-Stage Generative Model14 Apr 2024 0 repositories listed
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Early detection of disease outbreaks and non-outbreaks using incidence data13 Apr 2024 0 repositories listed
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A Novel Vision Transformer based Load Profile Analysis using Load Images as Inputs12 Apr 2024 0 repositories listed
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Estimation and Inference for Three-Dimensional Panel Data Models12 Apr 2024 0 repositories listed
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Generating Synthetic Time Series Data for Cyber-Physical Systems12 Apr 2024 0 repositories listed
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HCL-MTSAD: Hierarchical Contrastive Consistency Learning for Accurate Detection of Industrial Multivariate Time Series Anomalies12 Apr 2024 0 repositories listed
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A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM11 Apr 2024 0 repositories listed
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Predictive Modelling of Air Quality Index (AQI) Across Diverse Cities and States of India using Machine Learning: Investigating the Influence of Punjab's Stubble Burning on AQI Variability11 Apr 2024 0 repositories listed
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RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data11 Apr 2024 0 repositories listed
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Uniform Inference in High-Dimensional Threshold Regression Models11 Apr 2024 0 repositories listed
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Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training10 Apr 2024 0 repositories listed
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Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision10 Apr 2024 0 repositories listed
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Hedonic Models Incorporating ESG Factors for Time Series of Average Annual Home Prices10 Apr 2024 0 repositories listed
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SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography10 Apr 2024 0 repositories listed
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Topological Feature Search Method for Multichannel EEG: Application in ADHD classification10 Apr 2024 0 repositories listed
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Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks9 Apr 2024 0 repositories listed
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The impact of data set similarity and diversity on transfer learning success in time series forecasting9 Apr 2024 0 repositories listed
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Common Trends and Long-Run Identification in Nonlinear Structural VARs8 Apr 2024 0 repositories listed
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Neural Network Modeling for Forecasting Tourism Demand in Stopića Cave: A Serbian Cave Tourism Study7 Apr 2024 0 repositories listed
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Signal-noise separation using unsupervised reservoir computing7 Apr 2024 0 repositories listed
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Some variation of COBRA in sequential learning setup7 Apr 2024 0 repositories listed
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TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis7 Apr 2024 0 repositories listed
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TimeGPT in Load Forecasting: A Large Time Series Model Perspective7 Apr 2024 0 repositories listed
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Deep Learning for Satellite Image Time Series Analysis: A Review5 Apr 2024 0 repositories listed
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Hierarchical Neural Additive Models for Interpretable Demand Forecasts5 Apr 2024 0 repositories listed
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Bayesian Bi-level Sparse Group Regressions for Macroeconomic Density Forecasting3 Apr 2024 0 repositories listed
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Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods3 Apr 2024 0 repositories listed
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BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights2 Apr 2024 0 repositories listed
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Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning2 Apr 2024 0 repositories listed
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Supervised Autoencoder MLP for Financial Time Series Forecasting2 Apr 2024 0 repositories listed
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Log-PDE Methods for Rough Signature Kernels1 Apr 2024 0 repositories listed
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A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide1 Apr 2024 0 repositories listed
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CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series1 Apr 2024 0 repositories listed
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TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data1 Apr 2024 0 repositories listed
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Denoising Low-dose Images Using Deep Learning of Time Series Images31 Mar 2024 0 repositories listed
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Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App30 Mar 2024 0 repositories listed
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DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data29 Mar 2024 0 repositories listed
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MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection29 Mar 2024 0 repositories listed
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Variability in Aggregate Personal Income Across Industrial Sectors During COVID-19 Shock: A Time-Series Exploration29 Mar 2024 0 repositories listed
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Constants of Motion for Conserved and Non-conserved Dynamics28 Mar 2024 0 repositories listed
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Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting28 Mar 2024 0 repositories listed
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Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer28 Mar 2024 0 repositories listed
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Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy28 Mar 2024 0 repositories listed
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Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition28 Mar 2024 0 repositories listed
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IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction27 Mar 2024 0 repositories listed
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InceptionTime vs. Wavelet -- A comparison for time series classification27 Mar 2024 0 repositories listed
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Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications27 Mar 2024 0 repositories listed
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AE SemRL: Learning Semantic Association Rules with Autoencoders26 Mar 2024 0 repositories listed
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Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios25 Mar 2024 0 repositories listed
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Predicting Energy Budgets in Droplet Dynamics: A Recurrent Neural Network Approach24 Mar 2024 0 repositories listed
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AI for Biomedicine in the Era of Large Language Models23 Mar 2024 0 repositories listed
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Time-series Initialization and Conditioning for Video-agnostic Stabilization of Video Super-Resolution using Recurrent Networks23 Mar 2024 0 repositories listed
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Grey-informed neural network for time-series forecasting22 Mar 2024 0 repositories listed
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Antinetwork among China A-shares21 Mar 2024 0 repositories listed
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DiffSTOCK: Probabilistic relational Stock Market Predictions using Diffusion Models21 Mar 2024 0 repositories listed
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HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting21 Mar 2024 0 repositories listed
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Capsule Neural Networks as Noise Stabilizer for Time Series Data20 Mar 2024 0 repositories listed
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Multifractal wavelet dynamic mode decomposition modeling for marketing time series20 Mar 2024 0 repositories listed
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Automated Contrastive Learning Strategy Search for Time Series19 Mar 2024 0 repositories listed
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Approximation of RKHS Functionals by Neural Networks18 Mar 2024 0 repositories listed
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Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation18 Mar 2024 0 repositories listed
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Decoding Multilingual Topic Dynamics and Trend Identification through ARIMA Time Series Analysis on Social Networks: A Novel Data Translation Framework Enhanced by LDA/HDP Models18 Mar 2024 0 repositories listed
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Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation18 Mar 2024 0 repositories listed
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Analyzing the Variations in Emergency Department Boarding and Testing the Transferability of Forecasting Models across COVID-19 Pandemic Waves in Hong Kong: Hybrid CNN-LSTM approach to quantifying building-level socioecological risk17 Mar 2024 0 repositories listed
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Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction17 Mar 2024 0 repositories listed
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From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting17 Mar 2024 0 repositories listed
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Advancing multivariate time series similarity assessment: an integrated computational approach16 Mar 2024 0 repositories listed
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Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series16 Mar 2024 0 repositories listed
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Chain-structured neural architecture search for financial time series forecasting15 Mar 2024 0 repositories listed
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Rough Transformers for Continuous and Efficient Time-Series Modelling15 Mar 2024 0 repositories listed
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MCformer: Multivariate Time Series Forecasting with Mixed-Channels Transformer14 Mar 2024 0 repositories listed
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Caformer: Rethinking Time Series Analysis from Causal Perspective13 Mar 2024 0 repositories listed
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FSDR: A Novel Deep Learning-based Feature Selection Algorithm for Pseudo Time-Series Data using Discrete Relaxation13 Mar 2024 0 repositories listed
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Leveraging Non-Decimated Wavelet Packet Features and Transformer Models for Time Series Forecasting13 Mar 2024 0 repositories listed
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Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework13 Mar 2024 0 repositories listed
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Cross-user activity recognition via temporal relation optimal transport12 Mar 2024 0 repositories listed
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Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition12 Mar 2024 0 repositories listed
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Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition12 Mar 2024 0 repositories listed
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Imputation of Counterfactual Outcomes when the Errors are Predictable12 Mar 2024 0 repositories listed
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Supervised Time Series Classification for Anomaly Detection in Subsea Engineering12 Mar 2024 0 repositories listed
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Data-Driven Tuning Parameter Selection for High-Dimensional Vector Autoregressions11 Mar 2024 0 repositories listed
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FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder11 Mar 2024 0 repositories listed
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Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies11 Mar 2024 0 repositories listed
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Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams11 Mar 2024 0 repositories listed
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Probabilistic Forecasting of Real-Time Electricity Market Signals via Interpretable Generative AI9 Mar 2024 0 repositories listed
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Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest9 Mar 2024 0 repositories listed
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tsGT: Stochastic Time Series Modeling With Transformer8 Mar 2024 0 repositories listed
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Sparse dynamic network reconstruction through L1-regularization of a Lyapunov equation8 Mar 2024 0 repositories listed
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What is different between these datasets?8 Mar 2024 0 repositories listed
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A Novel Theoretical Framework for Exponential Smoothing7 Mar 2024 0 repositories listed
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Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling7 Mar 2024 0 repositories listed
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Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition7 Mar 2024 0 repositories listed
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RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting7 Mar 2024 0 repositories listed
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Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach7 Mar 2024 0 repositories listed
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Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction6 Mar 2024 0 repositories listed
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Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators6 Mar 2024 0 repositories listed
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K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data6 Mar 2024 0 repositories listed
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Multi-modal Deep Learning6 Mar 2024 0 repositories listed
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Portraying the Need for Temporal Data in Flood Detection via Sentinel-16 Mar 2024 0 repositories listed