A distributionally robust chance-constrained kernel-free quadratic surface support vector machine

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

SDPT3 — A Matlab software package for semidefinite programming, Version 1.3

Kim-Chuan Toh, Michael J. Todd, Reha Tütüncü · Optimization methods & software · 1999 · 1.9K citations

Computing, Computer Science, Algorithms +9

Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems

Erick Delage, Yinyu Ye · Operations Research · 2010 · 1.9K citations

Business, Decision Sciences, Finance +16

Data imbalance in classification: Experimental evaluation

Fadi Thabtah, Suhel Hammoud, Firuz Kamalov et al. · Information Sciences · 2019 · 826 citations

Computing, Computer Science, Data Mining +13