Comparison and explanation of data-driven modeling for weld quality prediction in resistance spot welding

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

Learning Important Features Through Propagating Activation Differences

Avanti Shrikumar, Peyton Greenside, Anshul Kundaje · arXiv (Cornell University) · 2017 · 2.4K citations · Full text

Computing, Bioinformatics, Computer Science +14

Explaining prediction models and individual predictions with feature contributions

Erik Štrumbelj, Igor Kononenko · Knowledge and Information Systems · 2013 · 2.2K citations

Computing, Computer Science, Data Science +15

Quality assessment of resistance spot welding process based on dynamic resistance signal and random forest based

Bobin Xing, Yi Xiao, Qing‐Hua Qin et al. · The International Journal of Advanced Manufacturing Technology · 2017 · 87 citations

Engineering, Manufacturing Engineering, Quality Engineering +11

Modeling Dynamic Electrical Resistance During Resistance Spot Welding

S. C. Wang, P. S. Wei · Journal of Heat Transfer · 2000 · 75 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +15