| A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse | Aug 5, 2021 | Change DetectionPose Estimation | —Unverified | 0 |
| A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain | Aug 5, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
| High dimensional Bayesian Optimization Algorithm for Complex System in Time Series | Aug 4, 2021 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Bayesian forecast combination using time-varying features | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reconstructing a dynamical system and forecasting time series by self-consistent deep learning | Aug 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection | Aug 4, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data | Aug 3, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Dynamic Prediction Model for NOx Emission of SCR System Based on Hybrid Data-driven Algorithms | Aug 3, 2021 | feature selectionFLUE | —Unverified | 0 |
| Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network | Aug 2, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series | Aug 2, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Using Deep Learning to Correlate Reddit Posts with Economic Time Series During the COVID-19 Pandemic | Aug 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting in-hospital mortality by combining clinical notes with time-series data | Aug 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification | Aug 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Understanding the merging behavior patterns and evolutionary mechanism at freeway on-ramps | Jul 31, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Statistical learning method for predicting density-matrix based electron dynamics | Jul 31, 2021 | regressionTime Series | —Unverified | 0 |
| Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks | Jul 31, 2021 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Opinion Prediction with User Fingerprinting | Jul 31, 2021 | PredictionSentiment Analysis | CodeCode Available | 0 |
| Random vector functional link neural network based ensemble deep learning for short-term load forecasting | Jul 30, 2021 | Load ForecastingRepresentation Learning | —Unverified | 0 |
| Previsão dos preços de abertura, mínima e máxima de índices de mercados financeiros usando a associação de redes neurais LSTM | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Otimizacao de pesos e funcoes de ativacao de redes neurais aplicadas na previsao de series temporais | Jul 29, 2021 | global-optimizationTime Series | —Unverified | 0 |
| Temporal Dependencies in Feature Importance for Time Series Predictions | Jul 29, 2021 | Feature ImportanceTime Series | CodeCode Available | 1 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality Prediction | CodeCode Available | 1 |
| Inference in heavy-tailed non-stationary multivariate time series | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |