Browse State-of-the-Art › Time Series › Papers, page 32
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 32 of 92: papers 3,101 to 3,200 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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Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics11 May 2025 0 repositories listed
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The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis10 May 2025 0 repositories listed
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Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering9 May 2025 0 repositories listed
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FIC-TSC: Learning Time Series Classification with Fisher Information Constraint9 May 2025 0 repositories listed
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IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction9 May 2025 0 repositories listed
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Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data9 May 2025 0 repositories listed
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An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions8 May 2025 0 repositories listed
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Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series7 May 2025 0 repositories listed
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STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting7 May 2025 0 repositories listed
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A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)6 May 2025 0 repositories listed
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Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation6 May 2025 0 repositories listed
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Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS)6 May 2025 0 repositories listed
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LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction5 May 2025 0 repositories listed
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Parameter estimation for land-surface models using machine learning libraries5 May 2025 0 repositories listed
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Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study5 May 2025 0 repositories listed
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Learning the Simplest Neural ODE4 May 2025 0 repositories listed
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Ranked differences Pearson correlation dissimilarity with an application to electricity users time series clustering4 May 2025 0 repositories listed
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Enhanced Prediction Model for Time Series Characterized by GARCH via Interval Type-2 Fuzzy Inference System3 May 2025 0 repositories listed
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Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments3 May 2025 0 repositories listed
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Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing3 May 2025 0 repositories listed
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Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts2 May 2025 0 repositories listed
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Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System2 May 2025 0 repositories listed
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Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing2 May 2025 0 repositories listed
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FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection2 May 2025 0 repositories listed
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IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data2 May 2025 0 repositories listed
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Predicting the Price of Gold in the Financial Markets Using Hybrid Models2 May 2025 0 repositories listed
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A Time-Series Data Augmentation Model through Diffusion and Transformer Integration1 May 2025 0 repositories listed
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CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series1 May 2025 0 repositories listed
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Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting1 May 2025 0 repositories listed
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Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting1 May 2025 0 repositories listed
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Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series30 Apr 2025 0 repositories listed
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Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders30 Apr 2025 0 repositories listed
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Probabilistic Time Series Forecasting of Residential Loads -- A Copula Approach30 Apr 2025 0 repositories listed
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Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework29 Apr 2025 0 repositories listed
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A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers28 Apr 2025 0 repositories listed
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Causal Identification in Time Series Models28 Apr 2025 0 repositories listed
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Multimodal Conditioned Diffusive Time Series Forecasting28 Apr 2025 0 repositories listed
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Bridging Short- and Long-Term Dependencies: A CNN-Transformer Hybrid for Financial Time Series Forecasting27 Apr 2025 0 repositories listed
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Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics26 Apr 2025 0 repositories listed
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Deep Learning-Based Multi-Modal Fusion for Robust Robot Perception and Navigation26 Apr 2025 0 repositories listed
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Impact of the COVID-19 pandemic on the financial market efficiency of price returns, absolute returns, and volatility increment: Evidence from stock and cryptocurrency markets26 Apr 2025 0 repositories listed
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A Machine Learning Approach For Bitcoin Forecasting25 Apr 2025 0 repositories listed
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Recent advances in data-driven methods for degradation modelling across applications25 Apr 2025 0 repositories listed
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Goal-Oriented Time-Series Forecasting: Foundation Framework Design24 Apr 2025 0 repositories listed
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On Multivariate Financial Time Series Classification24 Apr 2025 0 repositories listed
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Quantum Autoencoder for Multivariate Time Series Anomaly Detection24 Apr 2025 0 repositories listed
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Tailored minimal reservoir computing: on the bidirectional connection between nonlinearities in the reservoir and in data24 Apr 2025 0 repositories listed
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TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation24 Apr 2025 0 repositories listed
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iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network23 Apr 2025 0 repositories listed
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Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications23 Apr 2025 0 repositories listed
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Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions22 Apr 2025 0 repositories listed
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Transfer Learning for High-dimensional Reduced Rank Time Series Models22 Apr 2025 0 repositories listed
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Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation21 Apr 2025 0 repositories listed
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Quantitative Analysis of Cell Membrane Tension in Time-Series Imaging and A Minimal Lattice Model of Single Cell Motion21 Apr 2025 0 repositories listed
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Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring21 Apr 2025 0 repositories listed
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Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning20 Apr 2025 0 repositories listed
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DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection19 Apr 2025 0 repositories listed
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Pets: General Pattern Assisted Architecture For Time Series Analysis19 Apr 2025 0 repositories listed
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MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications18 Apr 2025 0 repositories listed
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Transformer Encoder and Multi-features Time2Vec for Financial Prediction18 Apr 2025 0 repositories listed
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ALT: A Python Package for Lightweight Feature Representation in Time Series Classification17 Apr 2025 0 repositories listed
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Classification-Based Analysis of Price Pattern Differences Between Cryptocurrencies and Stocks17 Apr 2025 0 repositories listed
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ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation16 Apr 2025 0 repositories listed
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Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification16 Apr 2025 0 repositories listed
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Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization15 Apr 2025 0 repositories listed
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C-SHAP for time series: An approach to high-level temporal explanations15 Apr 2025 0 repositories listed
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Diagnostic Uncertainty Limits the Potential of Early Warning Signals to Identify Epidemic Emergence15 Apr 2025 0 repositories listed
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Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset15 Apr 2025 0 repositories listed
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TADACap: Time-series Adaptive Domain-Aware Captioning15 Apr 2025 0 repositories listed
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AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification14 Apr 2025 0 repositories listed
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Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting?14 Apr 2025 0 repositories listed
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Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families14 Apr 2025 0 repositories listed
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Measuring amount of computation done by C.elegans using whole brain neural activity14 Apr 2025 0 repositories listed
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Adapting to the Unknown: Robust Meta-Learning for Zero-Shot Financial Time Series Forecasting13 Apr 2025 0 repositories listed
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InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals13 Apr 2025 0 repositories listed
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Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System12 Apr 2025 0 repositories listed
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Machine Learning-Based Cyberattack Detection and Identification for Automatic Generation Control Systems Considering Nonlinearities12 Apr 2025 0 repositories listed
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Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis12 Apr 2025 0 repositories listed
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Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision12 Apr 2025 0 repositories listed
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Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality11 Apr 2025 0 repositories listed
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Market-Based Portfolio Variance10 Apr 2025 0 repositories listed
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ms-Mamba: Multi-scale Mamba for Time-Series Forecasting10 Apr 2025 0 repositories listed
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PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection10 Apr 2025 0 repositories listed
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AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection9 Apr 2025 0 repositories listed
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Polyspectral Mean based Time Series Clustering of Indian Stock Market9 Apr 2025 0 repositories listed
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Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics9 Apr 2025 0 repositories listed
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TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis9 Apr 2025 0 repositories listed
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Bounds in Wasserstein Distance for Locally Stationary Functional Time Series8 Apr 2025 0 repositories listed
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Aggregating time-series and image data: functors and double functors7 Apr 2025 0 repositories listed
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Debiasing Continuous-time Nonlinear Autoregressions7 Apr 2025 0 repositories listed
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Interval-Valued Time Series Classification Using D_K-Distance7 Apr 2025 0 repositories listed
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Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling7 Apr 2025 0 repositories listed
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iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning6 Apr 2025 0 repositories listed
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CATS: Mitigating Correlation Shift for Multivariate Time Series Classification5 Apr 2025 0 repositories listed
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Foundation Models for Time Series: A Survey5 Apr 2025 0 repositories listed
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Loss Functions in Deep Learning: A Comprehensive Review5 Apr 2025 0 repositories listed
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Adaptive Classification of Interval-Valued Time Series4 Apr 2025 0 repositories listed
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Block Toeplitz Sparse Precision Matrix Estimation for Large-Scale Interval-Valued Time Series Forecasting4 Apr 2025 0 repositories listed
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Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review4 Apr 2025 0 repositories listed
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Water Mapping and Change Detection Using Time Series Derived from the Continuous Monitoring of Land Disturbance Algorithm4 Apr 2025 0 repositories listed