An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots. - Grazziela P. Figueredo; Isaac Triguero; Mohammad Mesgarpour; Alexandre M. Guerra; Jonathan M. Garibaldi; Robert I. John (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses. - Alexandre Maciel-Guerra; Grazziela P. Figueredo; Fernando J. Von Zuben; Eliane Marti; Jamie Twycross; Marcos J. C. Alcocer (CEC, 2019)

Subspace-Based Dynamic Selection: A Proof of Concept Using Protein Microarray Data. - Alexandre Maciel-Guerra; Grazziela P. Figueredo; Eliane Marti; Marcos J. C. Alcocer; Jamie Twycross (IJCNN, 2020)

Dynamic Selection of Classifiers Applied to High-Dimensional Small-Instance Data Sets: Problems and Challenges. - Alexandre Maciel-Guerra; Grazziela P. Figueredo; Jamie Twycross (LOD (1), 2020)

Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis. - Necati Esener; Alexandre Maciel-Guerra; Katharina Giebel; Daniel Lea; Martin J. Green; Andrew J. Bradley; Tania Dottorini (PLoS Comput. Biol., 2021)

Whole-genome sequencing and gene sharing network analysis powered by machine learning identifies antibiotic resistance sharing between animals, humans and environment in livestock farming. - Zixin Peng; Alexandre Maciel-Guerra; Michelle Baker; Xibin Zhang; Yue Hu; Wei Wang 455; Jia Rong; Jing Zhang; Ning Xue; Paul Barrow; David Renney; Dov J. Stekel; et al. (PLoS Comput. Biol., 2022)