Parallel Algorithms for Distance-Based and Density-Based Outliers. - Elio Lozano; Edgar Acuña (ICDM, 2005)

Improving the Performance of Principal Components for Classification of Gene Expression Data Through Feature Selection. - Edgar Acuña; Jaime Porras (Data Science and Classification, 2006)

Comparing Classifiers and Metaclassifiers. - Elio Lozano; Edgar Acuña (ICDM, 2011)

Comparing Clustering and Metaclustering Algorithms. - Elio Lozano; Edgar Acuña (MLDM, 2011)

Preprocessing in Data Mining. - Edgar Acuña (International Encyclopedia of Statistical Science, 2011)

Recognition of Pollen-Bearing Bees from Video Using Convolutional Neural Network. - Ivan F. Rodriguez; Rémi Mégret; Edgar Acuña; José L. Agosto-Rivera; Tugrul Giray (WACV, 2018)

LabelBee: a web platform for large-scale semi-automated analysis of honeybee behavior from video. - Rémi Mégret; Ivan F. Rodriguez; Isada Claudio Ford; Edgar Acuña; José L. Agosto-Rivera; Tugrul Giray (AIDR, 2019)

Clustering Honeybees by Its Daily Activity. - Edgar Acuña; Velcy Palomino; José Agosto 001; Rémi Mégret; Tugrul Giray; Alberto Prado; Cédric Alaux; Yves Le Conte (ICPRAM, 2019)

Analyzing the Performance of Transformers for the Prediction of the Blood Glucose Level Considering Imputation and Smoothing. - Edgar Acuña; Roxana Aparicio; Velcy Palomino (Big Data Cogn. Comput., 2023)

Using Visualization to Evaluate the Performance of Algorithms for Multivariate Time Series Classification. - Edgar Acuña; Roxana Aparicio (Data, 2025)