| Machine learning modeling for time series problem: Predicting flight ticket prices | May 19, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks | Dec 21, 2023 | Time Series | CodeCode Available | 0 |
| Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization | May 23, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Deep State Inference: Toward Behavioral Model Inference of Black-box Software Systems | Jan 13, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| A new Takagi–Sugeno–Kang model for time series forecasting | Jul 1, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Machine Learning for Neuroimaging with Scikit-Learn | Dec 12, 2014 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| M3Fusion: A Deep Learning Architecture for Multi-Scale/Modal/Temporal satellite data fusion | Mar 5, 2018 | Earth ObservationTime Series | CodeCode Available | 0 |
| M^2AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding | Apr 21, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Lyapunov-Guided Representation of Recurrent Neural Network Performance | Apr 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems | Apr 18, 2023 | Time SeriesTime Series Prediction | CodeCode Available | 0 |
| Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years | Mar 29, 2018 | QuantizationTime Series | CodeCode Available | 0 |
| Generalizing to unseen domains via distribution matching | Nov 3, 2019 | Domain GeneralizationLEMMA | CodeCode Available | 0 |
| Adversarial Generation of Time-Frequency Features with application in audio synthesis | Feb 11, 2019 | Audio GenerationAudio Synthesis | CodeCode Available | 0 |
| A Better Alternative to Piecewise Linear Time Series Segmentation | May 24, 2006 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data | May 16, 2025 | ImputationMissing Values | CodeCode Available | 0 |
| Semi-supervised Sequence Modeling for Elastic Impedance Inversion | Aug 19, 2019 | Seismic InversionTime Series | CodeCode Available | 0 |
| LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns | Sep 10, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Low-Resource Crop Classification from Multi-Spectral Time Series Using Lossless Compressors | May 28, 2024 | Crop ClassificationDeep Learning | CodeCode Available | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Bayesian Spillover Graphs for Dynamic Networks | Mar 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Low Dimensional Convolutional Neural Network For Solar Flares GOES Time Series Classification | Jan 29, 2021 | General ClassificationTime Series | CodeCode Available | 0 |
| Detecting Security Patches via Behavioral Data in Code Repositories | Feb 4, 2023 | Time Series | CodeCode Available | 0 |
| Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection | Apr 19, 2018 | Anomaly DetectionFraud Detection | CodeCode Available | 0 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 |
| LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations | Apr 19, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |