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Roberto Battiti
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1	Roberto Battiti · Mauro Brunato The LION Way Machine Learning plus Intelligent Optimization Version 2.0 — April 2015 Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-09-14 03:07:25 Artificial neural networks Machine learning Roberto Battiti LIONsolver Support vector machine Mathematical optimization Supervised learning Statistical classification Multilayer perceptron Multi-objective optimization Backpropagation Recurrent neural network
2	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Mathematical optimization Metaheuristics Local optimum Local search Roberto Battiti Optimization Iterated local search Search algorithms Global optimization
3	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Mathematical optimization Operations research Roberto Battiti Analysis Global optimization Applied mathematics Engineering
4	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Machine learning Artificial intelligence Learning Unsupervised learning Semi-supervised learning K-means clustering Roberto Battiti Computational statistics Categorization Cluster analysis
5	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Statistics Regression analysis Logistic regression Linear regression Logistic function Statistical classification Comparison of general and generalized linear models Multinomial logistic regression
6	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Machine learning Model selection Learning Dimension reduction Feature selection Pattern recognition Roberto Battiti Feature Dimensionality reduction
7	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Artificial neural networks Neuroscience Applied mathematics Cybernetics Multilayer perceptron Perceptrons Biological neural network Brain Roberto Battiti Sigmoid function Feedforward neural network Types of artificial neural networks
8	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Statistics Regression analysis Mathematical optimization Estimation theory Mathematics Mathematical analysis Mathematical modeling Operations research Linear regression Linear algebra Least squares AMPL
9	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Statistics Data analysis Cluster analysis Mahalanobis distance Statistical distance Dendrogram Hierarchical clustering Cosmic distance ladder Nearest-neighbor chain algorithm
10	ROBERTO BATTITI, MAURO BRUNATO. The LION Way: Machine Learning plus Intelligent Optimization. LIONlab, University of Trento, Italy, Apr 2015 http://intelligentoptimization.org/LIONbook Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-10-06 09:20:21 Vectors Linear algebra Dimension reduction Multivariate statistics Vector calculus Principal component analysis Euclidean vector Vector space Matrix Projection Random projection Nonlinear dimensionality reduction