| BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles | Oct 26, 2023 | SentenceSuper-Resolution | —Unverified | 0 |
| Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image Classification | Oct 26, 2023 | Computational EfficiencyDecoder | CodeCode Available | 0 |
| Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting | Oct 26, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| Dynamic Factor Models: a Genealogy | Oct 26, 2023 | Time Series | —Unverified | 0 |
| Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks | Oct 25, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting | Oct 25, 2023 | BenchmarkingHyperparameter Optimization | —Unverified | 0 |
| The Significance of Machine Learning in Clinical Disease Diagnosis: A Review | Oct 25, 2023 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Interpretable time series neural representation for classification purposes | Oct 25, 2023 | ClassificationRepresentation Learning | —Unverified | 0 |
| Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator | Oct 25, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Stock Market Directional Bias Prediction Using ML Algorithms | Oct 24, 2023 | Algorithmic TradingPrediction | —Unverified | 0 |
| Attention-Based Ensemble Pooling for Time Series Forecasting | Oct 24, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs | Oct 24, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series | Oct 24, 2023 | ClusteringLoad Forecasting | CodeCode Available | 0 |
| Grid Frequency Forecasting in University Campuses using Convolutional LSTM | Oct 24, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Graph Deep Learning for Time Series Forecasting | Oct 24, 2023 | Deep LearningInductive Bias | —Unverified | 0 |
| Reliable Generation of Privacy-preserving Synthetic Electronic Health Record Time Series via Diffusion Models | Oct 23, 2023 | De-identificationDenoising | CodeCode Available | 1 |
| Triple Simplex Matrix Completion for Expense Forecasting | Oct 23, 2023 | Matrix CompletionTime Series | —Unverified | 0 |
| XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification | Oct 23, 2023 | BenchmarkingTime Series | CodeCode Available | 0 |
| Identifiability of total effects from abstractions of time series causal graphs | Oct 23, 2023 | Time Series | —Unverified | 0 |
| Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks | Oct 23, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Learning spatio-temporal patterns with Neural Cellular Automata | Oct 23, 2023 | Time Series | CodeCode Available | 1 |
| Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift | Oct 23, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Beyond VaR and CVaR: Topological Risk Measures in Financial Markets | Oct 23, 2023 | ManagementTime Series | CodeCode Available | 0 |
| Pyramidal Hidden Markov Model For Multivariate Time Series Forecasting | Oct 22, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
