| Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms | May 26, 2021 | Anomaly DetectionNovelty Detection | —Unverified | 0 |
| Operator Autoencoders: Learning Physical Operations on Encoded Molecular Graphs | May 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Can we imitate the principal investor's behavior to learn option price? | May 24, 2021 | Decision MakingTime Series | —Unverified | 0 |
| Three Remarks On Asset Pricing | May 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Matched Illumination Waveforms using Multi-Tone Sinusoidal Frequency Modulation | May 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring Temporal Logic Properties from Data using Boosted Decision Trees | May 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning | May 23, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application | May 22, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| RFID-based Article-to-Fixture Predictions in Real-World Fashion Stores | May 21, 2021 | ArticlesClustering | —Unverified | 0 |
| Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers | May 21, 2021 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Entropy-based Discovery of Summary Causal Graphs in Time Series | May 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy | May 20, 2021 | Model SelectionSegmentation | —Unverified | 0 |
| Monte Carlo Filtering Objectives: A New Family of Variational Objectives to Learn Generative Model and Neural Adaptive Proposal for Time Series | May 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection | May 20, 2021 | Anomaly DetectionClustering | CodeCode Available | 0 |
| Periodic Freight Demand Estimation for Large-scale Tactical Planning | May 19, 2021 | Decision MakingTime Series | —Unverified | 0 |
| Generative Semi-supervised Learning for Multivariate Time Series Imputation | May 18, 2021 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Learning Representations for Incomplete Time Series Clustering | May 18, 2021 | ClusteringImputation | —Unverified | 0 |
| Univariate Long-Term Municipal Water Demand Forecasting | May 18, 2021 | Demand ForecastingManagement | —Unverified | 0 |
| The relationship between economic growth and environment. Testing the EKC hypothesis for Latin American countries | May 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Identification robust inference for moments based analysis of linear dynamic panel data models | May 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Complementary Ensemble EMD and Energy-Frequency Spectra of Cryptocurrency Prices | May 17, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks | May 17, 2021 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Learning Disentangled Representations for Time Series | May 17, 2021 | DisentanglementRepresentation Learning | —Unverified | 0 |
| Towards Synthetic Multivariate Time Series Generation for Flare Forecasting | May 16, 2021 | Generative Adversarial NetworkSynthetic Data Generation | —Unverified | 0 |