Concepedia

Searches for the BSM scenarios at the LHC using decision tree-based machine learning algorithms: a comparative study and review of random forest, AdaBoost, XGBoost and LightGBM frameworks

Arghya Choudhury, Arpita Mondal, Subhadeep Sarkar

The European Physical Journal Special Topics · 2024 · 56 citations · 118 references

References

118

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

Computing, Computer Science, Mathematics +13

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

Computing, Computer Engineering, Computer Science +14

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC

G. Aad, T. Abajyan, B. Abbott et al. · Physics Letters B · 2012 · 10.7K citations · Full text

Natural Sciences, Physics, Cosmology +14