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| Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift | Jul 18, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework | Dec 27, 2017 | Stock Price PredictionTime Series | —Unverified | 0 | 0 |
| Robustness of sentence length measures in written texts | May 2, 2018 | LemmatizationSentence | —Unverified | 0 | 0 |
| Admissible Time Series Motif Discovery with Missing Data | Feb 15, 2018 | ClusteringTime Series | —Unverified | 0 | 0 |
| KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution | Aug 18, 2022 | Feature EngineeringImputation | —Unverified | 0 | 0 |
| Deep Hedging, Generative Adversarial Networks, and Beyond | Mar 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Automated regime detection in multidimensional time series data using sliced Wasserstein k-means clustering | Oct 2, 2023 | ClusteringTime Series | —Unverified | 0 | 0 |
| KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification | Dec 4, 2021 | Knowledge DistillationTime Series | —Unverified | 0 | 0 |
| K-ARMA Models for Clustering Time Series Data | Jun 30, 2022 | ClusteringOutlier Detection | —Unverified | 0 | 0 |
| Deep Haar Scattering Networks in Pattern Recognition: A promising approach | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series | May 31, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| DeepGuard: A Framework for Safeguarding Autonomous Driving Systems from Inconsistent Behavior | Nov 18, 2021 | Anomaly DetectionAutonomous Driving | —Unverified | 0 | 0 |
| Automated Real-time Anomaly Detection in Human Trajectories using Sequence to Sequence Networks | Jul 12, 2019 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Robust Structured Low-Rank Approximation on the Grassmannian | Jun 12, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Robust Time Series Causal Discovery for Agent-Based Model Validation | Oct 25, 2024 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Jumpy Recurrent Neural Networks | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Robust Time Series Denoising with Learnable Wavelet Packet Transform | Jun 13, 2022 | DenoisingTime Series | —Unverified | 0 | 0 |
| Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection | Jun 7, 2022 | Dynamic Time WarpingOutlier Detection | —Unverified | 0 | 0 |
| Robust Time Series Forecasting with Non-Heavy-Tailed Gaussian Loss-Weighted Sampler | Jun 19, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Automated Model Selection for Time-Series Anomaly Detection | Aug 25, 2020 | Anomaly Detectionmodel | —Unverified | 0 | 0 |
| Robust Time-Series Retrieval Using Probabilistic Adaptive Segmental Alignment | Sep 26, 2016 | Computational EfficiencyEEG | —Unverified | 0 | 0 |
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| Joint Time-Vertex Fractional Fourier Transform | Mar 15, 2022 | DenoisingTime Series | —Unverified | 0 | 0 |
| Joint Signal Recovery and Graph Learning from Incomplete Time-Series | Dec 28, 2023 | Graph LearningTime Series | —Unverified | 0 | 0 |
| Deep Generators on Commodity Markets; application to Deep Hedging | May 27, 2022 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Joint segmentation of multivariate time series with hidden process regression for human activity recognition | Dec 25, 2013 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Deep Generative SToRM model for dynamic imaging | Jan 29, 2021 | modelTime Series | —Unverified | 0 | 0 |
| Automated Mobility Context Detection with Inertial Signals | May 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Anomaly Detection Method for Satellites Using Monte Carlo Dropout | Nov 27, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction | Dec 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings | Nov 28, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data | Feb 2, 2025 | Data AugmentationKnowledge Distillation | —Unverified | 0 | 0 |
| Joint Problems in Learning Multiple Dynamical Systems | Nov 3, 2023 | ClusteringTime Series | —Unverified | 0 | 0 |
| Joint Prediction Regions for time-series models | May 14, 2024 | PredictionPrediction Intervals | —Unverified | 0 | 0 |
| Deep Generative Quantile-Copula Models for Probabilistic Forecasting | Jul 24, 2019 | Probabilistic Time Series Forecastingquantile regression | —Unverified | 0 | 0 |
| Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems | May 31, 2018 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Joint Normality Test Via Two-Dimensional Projection | Oct 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Automated Machine Learning on Big Data using Stochastic Algorithm Tuning | Jul 30, 2014 | Bayesian OptimisationBenchmarking | —Unverified | 0 | 0 |
| Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting | Nov 29, 2022 | Correlated Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Joint multifractal analysis based on the partition function approach: Analytical analysis, numerical simulation and empirical application | Sep 20, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Joint Multi-Dimensional Model for Global and Time-Series Annotations | May 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| RotLSTM: Rotating Memories in Recurrent Neural Networks | May 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks | Dec 2, 2020 | Feature EngineeringTime Series | —Unverified | 0 | 0 |
| Joint modeling of multiple time series via the beta process with application to motion capture segmentation | Aug 22, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review | Jan 18, 2024 | DecoderTime Series | —Unverified | 0 | 0 |
| Rough volatility of Bitcoin | Apr 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training | Jul 12, 2021 | Representation LearningTime Series | —Unverified | 0 | 0 |