Improving the precision of model parameters using model based signal enhancement and the linear minimal model following an IVGTT in the healthy man. - Margarita Fernández; Dionisio Acosta; Adolfo J. Quiroz (Appl. Math. Comput., 2008)

Intrinsic dimension identification via graph-theoretic methods. - M. R. Brito; Adolfo J. Quiroz; Joseph E. Yukich (J. Multivar. Anal., 2013)

Nearest neighbors methods for support vector machines. - S. A. Camelo; María D. González-Lima; Adolfo J. Quiroz (Ann. Oper. Res., 2015)

A bagging and importance sampling approach to Support Vector Machines. - Roberto Bárcenas; María D. González-Lima; Adolfo J. Quiroz (CoRR, 2018)

Regression by clustering using Metropolis-Hastings. - Adolfo J. Quiroz; Simón Ramírez-Amaya; Alvaro Riascos (CoRR, 2018)

Local angles and dimension estimation from data on manifolds. - Mateo Díaz; Adolfo J. Quiroz; Mauricio Velasco (J. Multivar. Anal., 2019)

Efficient nearest neighbors methods for support vector machines in high dimensional feature spaces. - Diana C. Montañés; Adolfo J. Quiroz; Mateo Dulce Rubio; Alvaro Riascos (Optim. Lett., 2021)

Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. - Edgar Chávez; Stéphane Marchand-Maillet; Adolfo J. Quiroz (SISAP, 2023)