| Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection | Jul 25, 2020 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness | Oct 15, 2019 | Adversarial AttackData Augmentation | —Unverified | 0 |
| NourishNet: Proactive Severity State Forecasting of Food Commodity Prices for Global Warning Systems | Jun 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting | Apr 21, 2022 | modelSTS | —Unverified | 0 |
| Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis | Mar 29, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Novel semi-metrics for multivariate change point analysis and anomaly detection | Nov 4, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series | Mar 29, 2017 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Novel techniques for improving NNetEn entropy calculation for short and noisy time series | Feb 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach | Oct 24, 2022 | Novelty DetectionTime Series | —Unverified | 0 |
| Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model | Nov 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling | May 27, 2024 | Knowledge GraphsRAG | —Unverified | 0 |
| Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges | Oct 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark | Feb 23, 2022 | regressionTime Series | —Unverified | 0 |
| NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading | Oct 1, 2023 | Algorithmic TradingFeature Engineering | —Unverified | 0 |
| NP-Free: A Real-Time Normalization-free and Parameter-tuning-free Representation Approach for Open-ended Time Series | Apr 12, 2023 | Time Series | —Unverified | 0 |
| Improving the Accuracy of Transaction-Based Ponzi Detection on Ethereum | Aug 31, 2023 | Time Series | —Unverified | 0 |
| Emotional Expression Classification using Time-Series Kernels | Jun 8, 2013 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Case Studies of Causal Discovery from IT Monitoring Time Series | Jul 28, 2023 | Causal DiscoveryMissing Values | —Unverified | 0 |
| Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis | Jun 22, 2024 | Time Series | —Unverified | 0 |
| Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay | Jul 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| NuwaTS: a Foundation Model Mending Every Incomplete Time Series | May 24, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models | Dec 17, 2021 | Deep LearningTime Series | —Unverified | 0 |
| Nyström Regularization for Time Series Forecasting | Nov 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving performance of heart rate time series classification by grouping subjects | Nov 22, 2023 | ClassificationGeneral Classification | —Unverified | 0 |