December 01, 2025 article Interpretable XGBoost-SHAP machine learning model for identifying scientific breakthroughs Scientometrics DOI: 10.1007/s11192-025-05497-7 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 7 References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access A methodology for identifying breakthrough topics using structural entropy 2022 Information Processing & Management article Decision Sciences scientometrics and bibliometrics research 43 citations 1 result