Advances in Machine Learning for Big Data Analysis

Deep Learning for Supervised Learning.- Deep Learning for Unsupervised Learning.- Support Vector Machine for Regression.- Support Vector Machine for Classification.- Decision Tree for Regression.- Higher Order Neural Networks.- Competitive Learning.- Semi-supervised Learning.- Multi-objective Optimization Techniques.- Techniques for Feature Selection/Extraction.- Techniques for Task Relevant Big Data Analysis.- Techniques for Post Processing Task in Big Data Analysis.- Customer Relationship Management.

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• Captura e Análise de Dados
• Algoritmos e estruturas de dados
• Aprendizagem mecânica

Machine Learning;Big Data Analysis;Data Mining;Pattern Recognition;Supervised Learning;Classification;Unsupervised Learning;Clustering;Semi-supervised Learning;Prediction;Change Detection;Outlier Analysis;Multi-objective Optimization