Concepedia

A spatial–temporal graph-based AI model for truck loan default prediction using large-scale GPS trajectory data

Liao Chen, Shoufeng Ma, Changlin Li, Yuance Yang, Wei Wei, Runbang Cui

Transportation Research Part E Logistics and Transportation Review · 2024 · 16 citations · 77 references

Concepts

ComputingComputer ScienceGeoinformaticsArtificial IntelligenceGeospatial Artificial IntelligenceMachine LearningGeospatial Machine LearningGraph-based LearningTemporal Geospatial AnalysisTime Series ForecastingTime Series PredictionTrajectory AnalysisCredit Risk Machine Learning ModelsDefault PredictionDefault Risk PredictionGraph-based PredictionLoan Default Prediction

References

77

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

Computing, Computer Science, Feature Engineering +16

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

Recent advances in convolutional neural networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. · Pattern Recognition · 2017 · 6.3K citations

Computing, Computer Science, Computer Vision +10