| On Designing Data Models for Energy Feature Stores | May 9, 2022 | Feature EngineeringManagement | —Unverified | 0 |
| Deep Federated Anomaly Detection for Multivariate Time Series Data | May 9, 2022 | Anomaly DetectionConstrained Clustering | —Unverified | 0 |
| Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction | May 8, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Policy Choice in Time Series by Empirical Welfare Maximization | May 8, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance | May 7, 2022 | Domain AdaptationTime Series | —Unverified | 0 |
| Stock Price Prediction Based on Natural Language Processing | May 6, 2022 | PredictionStock Price Prediction | CodeCode Available | 0 |
| Summary Markov Models for Event Sequences | May 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Crop Type Identification for Smallholding Farms: Analyzing Spatial, Temporal and Spectral Resolutions in Satellite Imagery | May 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding | May 5, 2022 | Anomaly DetectionCloud Computing | —Unverified | 0 |
| Discovering stochastic dynamical equations from biological time series data | May 5, 2022 | DiagnosticEquation Discovery | CodeCode Available | 1 |
| KnitCity: a machine learning-based, game-theoretical framework for prediction assessment and seismic risk policy design | May 5, 2022 | Decision MakingTime Series | —Unverified | 0 |
| DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data | May 5, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data | May 4, 2022 | Representation LearningTime Series | —Unverified | 0 |
| COVID-19 epidemiology as emergent behavior on a dynamic transmission forest | May 4, 2022 | ClusteringEpidemiology | CodeCode Available | 0 |
| MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series | May 4, 2022 | Anomaly DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level | May 3, 2022 | Intrusion DetectionTime Series | CodeCode Available | 1 |
| A walk through of time series analysis on quantum computers | May 2, 2022 | Quantum Machine LearningTime Series | —Unverified | 0 |
| DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data | May 2, 2022 | AstronomyImage Classification | CodeCode Available | 0 |
| Incorporating Stock Market Signals for Twitter Stance Detection | May 1, 2022 | Stance DetectionTime Series | CodeCode Available | 0 |
| Neural Machine Translation for Fact-checking Temporal Claims | May 1, 2022 | Fact CheckingMachine Translation | —Unverified | 0 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Deep vs. Shallow Learning: A Benchmark Study in Low Magnitude Earthquake Detection | May 1, 2022 | regressionTime Series | —Unverified | 0 |
| Graph Learning from Multivariate Dependent Time Series via a Multi-Attribute Formulation | Apr 29, 2022 | AttributeGraph Learning | —Unverified | 0 |
| Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast | Apr 29, 2022 | Multi-Task LearningTime Series | CodeCode Available | 0 |
| Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series | Apr 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
