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| Case Studies of Causal Discovery from IT Monitoring Time Series | Jul 28, 2023 | Causal DiscoveryMissing Values | —Unverified | 0 |
| A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes | May 2, 2017 | regressionTime Series | —Unverified | 0 |
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| Case ID detection based on time series data -- the mining use case | Oct 31, 2024 | Time Series | —Unverified | 0 |
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| A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators | Feb 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network | Sep 26, 2024 | ClassificationSuperpixels | —Unverified | 0 |
| Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application | Sep 12, 2017 | 2D Object DetectionAbnormal Event Detection In Video | —Unverified | 0 |
| A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine | Sep 18, 2018 | Feature Engineeringfeature selection | —Unverified | 0 |
| Activity recognition using ST-GCN with 3D motion data | Sep 13, 2019 | Activity RecognitionMultimodal Activity Recognition | —Unverified | 0 |
| Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data | Oct 6, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data | Apr 8, 2021 | Deep LearningICU Mortality | —Unverified | 0 |
| A Novel Algorithm for the Maximal Fit Problem in Boolean Networks | Jun 20, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Cardiology Admissions from Catheterization Laboratory | Dec 28, 2018 | ManagementTime Series | —Unverified | 0 |
| An Ordinal Pattern Approach to Detect and to Model Leverage Effects and Dependence Structures Between Financial Time Series | Jan 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| Capturing Temporal Components for Time Series Classification | Jun 20, 2024 | ClassificationRepresentation Learning | —Unverified | 0 |
| An Ordered Lasso and Sparse Time-Lagged Regression | May 26, 2014 | regressionTime Series | —Unverified | 0 |
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| Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory | Apr 20, 2024 | Feature ImportanceTime Series | —Unverified | 0 |
| An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks | Nov 26, 2019 | Decision MakingGPU | —Unverified | 0 |
| An Optimal Reduction of TV-Denoising to Adaptive Online Learning | Jan 23, 2021 | DenoisingTime Series | —Unverified | 0 |
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| A General Framework for Uncertainty Quantification via Neural SDE-RNN | Jun 1, 2023 | ImputationTime Series | —Unverified | 0 |
| Cap or No Cap? What Can Governments Do to Promote EV Sales? | Oct 26, 2022 | regressionTime Series | —Unverified | 0 |
| CAPE: Covariate-Adjusted Pre-Training for Epidemic Time Series Forecasting | Feb 5, 2025 | Decision MakingTime Series | —Unverified | 0 |
| An Optimally Weighted Echo State Neural Network for Highly Chaotic Time Series Modelling | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Active Tuning | Oct 2, 2020 | DenoisingTime Series | —Unverified | 0 |
| Capacity of the covariance perceptron | Dec 2, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Can we imitate the principal investor's behavior to learn option price? | May 24, 2021 | Decision MakingTime Series | —Unverified | 0 |
| Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning? | Jul 17, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Can Transformers Predict Vibrations? | Feb 16, 2024 | Time Series | —Unverified | 0 |
| Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion | May 16, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| Discovering ordinary differential equations that govern time-series | Nov 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discovering Latent Covariance Structures for Multiple Time Series | Mar 28, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discriminative Functional Connectivity Measures for Brain Decoding | Feb 23, 2014 | Brain DecodingFunctional Connectivity | —Unverified | 0 |
| An OPC UA-based industrial Big Data architecture | Jun 2, 2023 | ERPTime Series | —Unverified | 0 |
| Can Time-Series Foundation Models Perform Building Energy Management Tasks? | Jun 12, 2025 | energy managementManagement | —Unverified | 0 |
| Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data | Sep 28, 2022 | Active LearningFew-Shot Learning | —Unverified | 0 |
| Can time series forecasting be automated? A benchmark and analysis | Jul 23, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| A General Framework for Hypercomplex-valued Extreme Learning Machines | Jan 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-19 | Feb 1, 2021 | ManagementMisinformation | —Unverified | 0 |
| A novel decomposed-ensemble time series forecasting framework: capturing underlying volatility information | Oct 13, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Canonical Time Warping for Alignment of Human Behavior | Dec 1, 2009 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| A Non-linear Function-on-Function Model for Regression with Time Series Data | Nov 24, 2020 | regressionTime Series | —Unverified | 0 |
| A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy | Dec 2, 2016 | AstronomyClustering | —Unverified | 0 |
| Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets | Mar 7, 2020 | Causal DiscoveryTime Series | —Unverified | 0 |