Concepedia

Ana Carolina Lorena

AC

45

Publications

1.9K

Citations

27

H-Index

2004

Active since

Affiliations

Universidade de São Paulo(Current)

Universidade Federal de São Paulo

Universidade Federal do ABC

Brazilian Society of Computational and Applied Mathematics

Instituto Tecnológico de Aeronáutica

Ana Carolina Lorena is an author at Universidade de São Paulo specializing in engineering, data mining, and data science.

Top concepts

EngineeringData ScienceData MiningMachine LearningComputer SciencePattern RecognitionKnowledge DiscoveryStatisticsMedicineComplexity

Publications per year

2004–2023

45

Publications

45

Comparing machine learning classifiers in potential distribution modelling

Ana Carolina Lorena, Luís F. O. Jacintho, Marinez Ferreira de Siqueira et al. · Expert Systems with Applications · 2010 · 178 citations

Improving Alzheimer's Disease Diagnosis with Machine Learning Techniques

Lucas R. Trambaiolli, Ana Carolina Lorena, Francisco J. Fraga et al. · Clinical EEG and Neuroscience · 2011 · 140 citations

Engineering, Machine Learning, Intelligent Diagnostics +16

Effect of label noise in the complexity of classification problems

Luís P. F. Garcia, André C. P. L. F. de Carvalho, Ana Carolina Lorena · Neurocomputing · 2015 · 138 citations · Full text

Data Classification, Classification Method, Engineering +13

Evolutionary tuning of SVM parameter values in multiclass problems

Ana Carolina Lorena, André C. P. L. F. de Carvalho · Neurocomputing · 2008 · 127 citations · Full text

Support Vector Machine, Engineering, Machine Learning +4

Feature selection before EEG classification supports the diagnosis of Alzheimer’s disease

Lucas R. Trambaiolli, Newton Spolaôr, Ana Carolina Lorena et al. · Clinical Neurophysiology · 2017 · 77 citations

Neuroimaging Biomarkers, Neurodegenerative Diseases, Alzheimer's Disease +13

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