Browsing Exact and Earth Sciences by Author "Manica, Evandro"
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Apnea recognition with wavelet neural networks
Zaniol, Cristina; Varriale, Maria Cristina; Manica, Evandro (2018) [Journal article]Apnea is a Sleep Disorder Syndrome characterized by an interruption or reduction of air flow for at least 10 seconds. Polysomnography is a test used to apnea diagnosis. Several signals, including Electrocardiogram (ECG), ... -
Wrappers feature selection in alzheimer’s biomarkers using kNN and SMOTE oversampling
Rodrigues, Yuri Elias; Manica, Evandro; Zimmer, Eduardo Rigon; Pascoal, Tharick Ali; Mathotaarachchi, Sulantha Sanjeewa; Rosa Neto, Pedro (2017) [Journal article]Biomarkers are characteristics that are objectively measured and evaluated as an indicator of normal biological processes, pathogenic processes or pharmacological responses to a therapeutic intervention. The combination ...