| Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes | Apr 22, 2021 | BIG-bench Machine LearningPhysics-informed machine learning | —Unverified | 0 | 0 |
| Causal Feature Selection via Transfer Entropy | Oct 17, 2023 | Causal Discoveryfeature selection | —Unverified | 0 | 0 |
| Enhancing Prediction and Analysis of UK Road Traffic Accident Severity Using AI: Integration of Machine Learning, Econometric Techniques, and Time Series Forecasting in Public Health Research | Sep 23, 2023 | AutoMLTime Series | —Unverified | 0 | 0 |
| Enhancing Peak Network Traffic Prediction via Time-Series Decomposition | Mar 9, 2023 | PredictionTime Series | —Unverified | 0 | 0 |
| A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting | May 30, 2019 | Air Pollution PredictionPrediction | —Unverified | 0 | 0 |
| Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series | May 16, 2025 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 | 0 |
| Causal Disentanglement Hidden Markov Model for Fault Diagnosis | Aug 6, 2023 | DisentanglementDomain Adaptation | —Unverified | 0 | 0 |
| Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling | Mar 1, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Causal Discovery with Stage Variables for Health Time Series | May 5, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| A Novel Hybrid Framework for Hourly PM2.5 Concentration Forecasting Using CEEMDAN and Deep Temporal Convolutional Neural Network | Dec 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A geometric analysis of nonlinear dynamics and its application to financial time series | Dec 22, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Multi-Step Brent Oil Price Forecasting with Ensemble Multi-Scenario Bi-GRU Networks | Jul 15, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhancing Mean-Reverting Time Series Prediction with Gaussian Processes: Functional and Augmented Data Structures in Financial Forecasting | Feb 23, 2024 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| A Novel Hybrid Approach to Contraceptive Demand Forecasting: Integrating Point Predictions with Probabilistic Distributions | Feb 13, 2025 | Demand ForecastingHumanitarian | —Unverified | 0 | 0 |
| Enhancing LLMs for Time Series Forecasting via Structure-Guided Cross-Modal Alignment | May 19, 2025 | cross-modal alignmentTime Series | —Unverified | 0 | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 | 0 |
| Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images | Oct 24, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 | 0 |
| Causal Discovery in Financial Markets: A Framework for Nonstationary Time-Series Data | Dec 28, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| A novel health risk model based on intraday physical activity time series collected by smartphones | Dec 6, 2018 | Domain AdaptationTime Series | —Unverified | 0 | 0 |
| Agentic Retrieval-Augmented Generation for Time Series Analysis | Aug 18, 2024 | RAGRetrieval | —Unverified | 0 | 0 |
| Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhancing Forecasting Accuracy in Dynamic Environments via PELT-Driven Drift Detection and Model Adaptation | Jun 17, 2025 | Drift DetectionFeature Engineering | —Unverified | 0 | 0 |
| Causal discovery in a complex industrial system: A time series benchmark | Oct 28, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models | Feb 9, 2025 | Large Language ModelRAG | —Unverified | 0 | 0 |
| Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference | Sep 6, 2023 | Point ProcessesTime Series | —Unverified | 0 | 0 |
| A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes | May 12, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| Enhancing Energy System Models Using Better Load Forecasts | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Causal Discovery from Temporal Data: An Overview and New Perspectives | Mar 17, 2023 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks | Dec 2, 2024 | SegmentationTime Series | —Unverified | 0 | 0 |
| A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series | Apr 1, 2019 | DecoderFault Diagnosis | —Unverified | 0 | 0 |
| A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition | Sep 6, 2020 | Emotion Recognitionfeature selection | —Unverified | 0 | 0 |
| A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea | Dec 1, 2021 | Cultural Vocal Bursts Intensity PredictionDemand Forecasting | —Unverified | 0 | 0 |
| Accelerated solving of coupled, non-linear ODEs through LSTM-AI | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Enhancing Channel-Independent Time Series Forecasting via Cross-Variate Patch Embedding | May 19, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Causal Discovery from Subsampled Time Series Data by Constraint Optimization | Feb 25, 2016 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning | Mar 30, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 | 0 |
| Causal Discovery from Sparse Time-Series Data Using Echo State Network | Jan 9, 2022 | Causal Discoveryregression | —Unverified | 0 | 0 |
| A Novel Framework for Handling Sparse Data in Traffic Forecast | Jan 12, 2023 | DecoderTime Series | —Unverified | 0 | 0 |
| Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction | Mar 17, 2024 | Optical Flow EstimationPrediction | —Unverified | 0 | 0 |
| Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction | Jun 11, 2025 | Data IntegrationDiabetes Prediction | —Unverified | 0 | 0 |
| Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks | Jan 8, 2024 | Time Series | —Unverified | 0 | 0 |
| Causal Discovery from Conditionally Stationary Time Series | Oct 12, 2021 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News | Jul 23, 2020 | Deep LearningPhilosophy | —Unverified | 0 | 0 |
| Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis | Nov 5, 2024 | Anomaly DetectionComputational Efficiency | —Unverified | 0 | 0 |
| Enhanced Prediction Model for Time Series Characterized by GARCH via Interval Type-2 Fuzzy Inference System | May 3, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting | Dec 2, 2024 | Demand ForecastingLoad Forecasting | —Unverified | 0 | 0 |
| Enhanced Dengue Outbreak Prediction in Tamilnadu using Meteorological and Entomological data | Jun 23, 2023 | Time Series | —Unverified | 0 | 0 |
| Causal Discovery-Driven Change Point Detection in Time Series | Jul 10, 2024 | Causal DiscoveryChange Point Detection | —Unverified | 0 | 0 |
| A Novel Distributed PV Power Forecasting Approach Based on Time-LLM | Mar 8, 2025 | Large Language ModelScheduling | —Unverified | 0 | 0 |
| Enhanced Cyber-Physical Security through Deep Learning Techniques | Aug 23, 2019 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |