| Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics | May 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics | Oct 21, 2024 | AutoMLData Augmentation | —Unverified | 0 | 0 |
| Improved Predictive Deep Temporal Neural Networks with Trend Filtering | Oct 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model | Jun 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improved PAC-Bayesian Bounds for Linear Regression | Dec 6, 2019 | regressionTime Series | —Unverified | 0 | 0 |
| Data Augmentation in Time Series Forecasting through Inverted Framework | Jul 15, 2025 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| Data Augmentation for Traffic Classification | Jan 19, 2024 | BenchmarkingClassification | —Unverified | 0 | 0 |
| Analysis and FPGA based Implementation of Permutation Binary Neural Networks | Jun 2, 2023 | Time Series | —Unverified | 0 | 0 |
| A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models | Dec 17, 2021 | Deep LearningTime Series | —Unverified | 0 | 0 |
| A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants | May 26, 2020 | Additive modelsDemand Forecasting | —Unverified | 0 | 0 |
| Improved Modeling of Complex Systems Using Hybrid Physics/Machine Learning/Stochastic Models | Jan 1, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Improved Grey System Models for Predicting Traffic Parameters | Nov 18, 2020 | ManagementTime Series | —Unverified | 0 | 0 |
| Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey | Oct 16, 2023 | ArticlesClassification | —Unverified | 0 | 0 |
| Improved graph-based SFA: Information preservation complements the slowness principle | Jan 15, 2016 | MORPHTime Series | —Unverified | 0 | 0 |
| Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy | Mar 28, 2024 | global-optimizationTime Series | —Unverified | 0 | 0 |
| Data Augmentation for Multivariate Time Series Classification: An Experimental Study | Jun 10, 2024 | Data AugmentationTime Series | —Unverified | 0 | 0 |
| A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors | Sep 13, 2018 | Image SegmentationLiver Segmentation | —Unverified | 0 | 0 |
| Improved FRQI on superconducting processors and its restrictions in the NISQ era | Oct 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Improved Dynamic Time Warping (DTW) Approach for Online Signature Verification | Mar 26, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Data Anomaly Detection for Structural Health Monitoring of Bridges using Shapelet Transform | Aug 31, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Improved Batching Strategy For Irregular Time-Series ODE | Jul 12, 2022 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
| Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach | Sep 6, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Darts: User-Friendly Modern Machine Learning for Time Series | Oct 7, 2021 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 | 0 |
| A Time-Series Distribution Test System Based on Real Utility Data | Jan 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models | Nov 7, 2020 | Stock Price PredictionTime Series | —Unverified | 0 | 0 |
| Imposing Connectome-Derived Topology on an Echo State Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Importance attribution in neural networks by means of persistence landscapes of time series | Feb 6, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DANTE: A framework for mining and monitoring darknet traffic | Mar 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Implicit Reasoning in Deep Time Series Forecasting | Sep 17, 2024 | MemorizationTime Series | —Unverified | 0 | 0 |
| DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift | Jan 11, 2022 | Domain Adaptationregression | —Unverified | 0 | 0 |
| A time series distance measure for efficient clustering of input output signals by their underlying dynamics | Mar 6, 2017 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Implications of Mortality Displacement for Effect Modification and Selection Bias | Mar 26, 2022 | EpidemiologySelection bias | —Unverified | 0 | 0 |
| Implementing a new fully stepwise decomposition-based sampling technique for the hybrid water level forecasting model in real-world application | Sep 19, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting | Jan 5, 2023 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| A Time-Series Data Augmentation Model through Diffusion and Transformer Integration | May 1, 2025 | Data AugmentationDenoising | —Unverified | 0 | 0 |
| Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach | Jul 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee | May 16, 2024 | Time Series | —Unverified | 0 | 0 |
| Impact of the COVID-19 pandemic on the financial market efficiency of price returns, absolute returns, and volatility increment: Evidence from stock and cryptocurrency markets | Apr 26, 2025 | Time Series | —Unverified | 0 | 0 |
| DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity | Dec 22, 2017 | DiversityDynamic Time Warping | —Unverified | 0 | 0 |
| Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection | Jul 26, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting | Dec 11, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| A Time Series Data Analysis of Indian Commercial Dynamism | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network | Sep 20, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection | Apr 30, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| DAM: Towards A Foundation Model for Time Series Forecasting | Jul 25, 2024 | ImputationTime Series | —Unverified | 0 | 0 |
| Impact of Data Normalization on Deep Neural Network for Time Series Forecasting | Dec 13, 2018 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Impact analysis of recovery cases due to COVID19 using LSTM deep learning model | Sep 6, 2022 | PrognosisTime Series | —Unverified | 0 | 0 |
| A Time Series Approach To Player Churn and Conversion in Videogames | Mar 13, 2020 | MarketingTime Series | —Unverified | 0 | 0 |
| Analysing the resilience of the European commodity production system with PyResPro, the Python Production Resilience package | Jun 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic | Nov 1, 2020 | Emotion RecognitionTime Series | —Unverified | 0 | 0 |