| A Boosted Machine Learning Framework for the Improvement of Phase and Crystal Structure Prediction of High Entropy Alloys Using Thermodynamic and Configurational Parameters | Sep 2, 2023 | Prediction | —Unverified | 0 |
| Empirical Study of Overfitting in Deep FNN Prediction Models for Breast Cancer Metastasis | Aug 3, 2022 | Prediction | —Unverified | 0 |
| Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care | Feb 4, 2025 | Causal DiscoveryCirculatory Failure | —Unverified | 0 |
| A novel improved fuzzy support vector machine based stock price trend forecast model | Jan 2, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction | Aug 23, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction | Jan 1, 2023 | AttributeCausal Discovery | —Unverified | 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 |
| A Conformal Prediction Approach to Explore Functional Data | Feb 26, 2013 | ClusteringConformal Prediction | —Unverified | 0 |
| Causal Lifting and Link Prediction | Feb 2, 2023 | Graph Neural NetworkKnowledge Base Completion | —Unverified | 0 |
| Causality Refined Diagnostic Prediction | Nov 29, 2017 | Causal IdentificationDecision Making | —Unverified | 0 |
| A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications | Mar 4, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| A Novel Framework for Significant Wave Height Prediction based on Adaptive Feature Extraction Time-Frequency Network | May 10, 2025 | DecoderPrediction | —Unverified | 0 |
| Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities | Mar 9, 2025 | Graph AttentionKnowledge Distillation | —Unverified | 0 |
| Adversarial Multimodal Representation Learning for Click-Through Rate Prediction | Mar 7, 2020 | Click-Through Rate PredictionPrediction | —Unverified | 0 |
| LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery | Mar 2, 2025 | PredictionProperty Prediction | —Unverified | 0 |
| Causality-based CTR Prediction using Graph Neural Networks | Jan 30, 2023 | Causal DiscoveryClick-Through Rate Prediction | —Unverified | 0 |
| Causality-Aware Next Location Prediction Framework based on Human Mobility Stratification | Mar 23, 2025 | Prediction | —Unverified | 0 |
| A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge | May 1, 2022 | Medical Code PredictionPrediction | —Unverified | 0 |
| Causality and Generalizability: Identifiability and Learning Methods | Oct 4, 2021 | EconometricsPrediction | —Unverified | 0 |
| A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge | Nov 16, 2021 | Medical Code PredictionPrediction | —Unverified | 0 |
| Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case | Mar 12, 2021 | Beam PredictionBIG-bench Machine Learning | —Unverified | 0 |
| Emergency Department Optimization and Load Prediction in Hospitals | Feb 6, 2021 | Prediction | —Unverified | 0 |
| Causal Graph Neural Networks for Wildfire Danger Prediction | Mar 13, 2024 | Decision MakingGraph Learning | —Unverified | 0 |
| A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments | Jul 2, 2021 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Causal Future Prediction in a Minkowski Space-Time | Aug 20, 2020 | Future predictionImage Generation | —Unverified | 0 |