| Large Transformers are Better EEG Learners | Aug 20, 2023 | Activity RecognitionEEG | CodeCode Available | 0 |
| Minimalist Traffic Prediction: Linear Layer Is All You Need | Aug 20, 2023 | AllPrediction | —Unverified | 0 |
| A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case | Aug 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources | Aug 18, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Path Signatures for Seizure Forecasting | Aug 18, 2023 | EEGPrediction | —Unverified | 0 |
| Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories | Aug 18, 2023 | Time Series | —Unverified | 0 |
| Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig | Aug 18, 2023 | Decision MakingImputation | —Unverified | 0 |
| ICU Mortality Prediction Using Long Short-Term Memory Networks | Aug 18, 2023 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Data-driven Topology and Parameter Identification in Distribution Systems with limited Measurements | Aug 18, 2023 | Problem DecompositionTime Series | —Unverified | 0 |
| Linear Regression with Weak Exogeneity | Aug 17, 2023 | regressionTime Series | —Unverified | 0 |
| Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection | Aug 17, 2023 | Anomaly DetectionMixture-of-Experts | CodeCode Available | 0 |
| Online Transition-Based Feature Generation for Anomaly Detection in Concurrent Data Streams | Aug 17, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration | Aug 17, 2023 | DenoisingStructural Health Monitoring | —Unverified | 0 |
| Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series | Aug 16, 2023 | Time Series | —Unverified | 0 |
| Portfolio Selection via Topological Data Analysis | Aug 15, 2023 | ClusteringDecision Making | —Unverified | 0 |
| IoT Data Trust Evaluation via Machine Learning | Aug 15, 2023 | BenchmarkingTime Series | CodeCode Available | 0 |
| Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms | Aug 15, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching | Aug 14, 2023 | Information RetrievalRetrieval | —Unverified | 0 |
| Greedy online change point detection | Aug 14, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting | Aug 14, 2023 | Computational EfficiencyManagement | —Unverified | 0 |
| ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN | Aug 13, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Probabilistic Imputation for Time-series Classification with Missing Data | Aug 13, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| TorchQL: A Programming Framework for Integrity Constraints in Machine Learning | Aug 13, 2023 | Autonomous DrivingImage Classification | —Unverified | 0 |
| Volterra Accentuated Non-Linear Dynamical Admittance (VANYA) to model Deforestation: An Exemplification from the Amazon Rainforest | Aug 12, 2023 | Time Series | —Unverified | 0 |
| Quantile Time Series Regression Models Revisited | Aug 12, 2023 | regressionTime Series | —Unverified | 0 |