| Time-Transformed Test for the Explosive Bubbles under Non-stationary Volatility | Dec 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scalable and Hybrid Ensemble-Based Causality Discovery | Dec 24, 2020 | BenchmarkingDistributed Computing | —Unverified | 0 |
| Memory-Gated Recurrent Networks | Dec 24, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Towards Automated Satellite Conjunction Management with Bayesian Deep Learning | Dec 23, 2020 | Collision AvoidanceDeep Learning | CodeCode Available | 1 |
| Global Models for Time Series Forecasting: A Simulation Study | Dec 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| General Domain Adaptation Through Proportional Progressive Pseudo Labeling | Dec 23, 2020 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 |
| Causal Inference from Slowly Varying Nonstationary Processes | Dec 23, 2020 | Causal DiscoveryCausal Identification | —Unverified | 0 |
| Machine Learning Advances for Time Series Forecasting | Dec 23, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Generating Long-term Continuous Multi-type Generation Profiles | Dec 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Domain Adaptation via Sparse Associative Structure Alignment | Dec 22, 2020 | Domain AdaptationTime Series | —Unverified | 0 |
| A geometric analysis of nonlinear dynamics and its application to financial time series | Dec 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Method for estimating hidden structures determined by unidentifiable state-space models and time-series data based on the Groebner basis | Dec 22, 2020 | State Space ModelsTime Series | —Unverified | 0 |
| Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification | Dec 21, 2020 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior | Dec 21, 2020 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Score Matched Neural Exponential Families for Likelihood-Free Inference | Dec 20, 2020 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| Random pattern and frequency generation using a photonic reservoir computer with output feedback | Dec 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection | Dec 17, 2020 | Malware DetectionTime Series | CodeCode Available | 1 |
| United States FDA drug approvals are persistent and polycyclic: Insights into economic cycles, innovation dynamics, and national policy | Dec 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting | Dec 16, 2020 | Data AugmentationMultivariate Time Series Forecasting | —Unverified | 0 |
| MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification | Dec 16, 2020 | General ClassificationTime Series | CodeCode Available | 1 |
| Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information | Dec 16, 2020 | Feature ImportanceFriction | —Unverified | 0 |
| Proofs and additional experiments on Second order techniques for learning time-series with structural breaks | Dec 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Detection of Anomalies in a Time Series Data using InfluxDB and Python | Dec 15, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Clustering high dimensional meteorological scenarios: results and performance index | Dec 14, 2020 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | Dec 14, 2020 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 1 |
