Efficient learning machines

Chapter 1. Machine LearningChapter 2. Machine Learning and Knowledge DiscoveryChapter 3. Support Vector Machines for ClassificationChapter 4. Support Vector RegressionChapter 5. Hidden Markov ModelChapter 6. Bio-Inspired Computing: Swarm IntelligenceChapter 7. Deep Neural NetworksChapter 8. Cortical AlgorithmsChapter 9. Deep LearningChapter 10. Multiobjective OptimizationChapter 11. Machine Learni...

Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural networkin...

Chapter 1. Machine LearningChapter 2. Machine Learning and Knowledge DiscoveryChapter 3. Support Vector Machines for ClassificationChapter 4. Support Vector RegressionChapter 5. Hidden Markov ModelChapter 6. Bio-Inspired Computing: Swarm IntelligenceChapter 7. Deep Neural NetworksChapter 8. Cortical AlgorithmsChapter 9. Deep LearningChapter 10. Multiobjective OptimizationChapter 11. Machine Learni...

Chapter 1. Machine LearningChapter 2. Machine Learning and Knowledge DiscoveryChapter 3. Support Vector Machines for ClassificationChapter 4. Support Vector RegressionChapter 5. Hidden Markov ModelChapter 6. Bio-Inspired Computing: Swarm IntelligenceChapter 7. Deep Neural NetworksChapter 8. Cortical AlgorithmsChapter 9. Deep LearningChapter 10. Multiobjective OptimizationChapter 11. Machine Learni...

Chapter 1. Machine LearningChapter 2. Machine Learning and Knowledge DiscoveryChapter 3. Support Vector Machines for ClassificationChapter 4. Support Vector RegressionChapter 5. Hidden Markov ModelChapter 6. Bio-Inspired Computing: Swarm IntelligenceChapter 7. Deep Neural NetworksChapter 8. Cortical AlgorithmsChapter 9. Deep LearningChapter 10. Multiobjective OptimizationChapter 11. Machine Learni...

Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural networkin...

Chapter 1. Machine LearningChapter 2. Machine Learning and Knowledge DiscoveryChapter 3. Support Vector Machines for ClassificationChapter 4. Support Vector RegressionChapter 5. Hidden Markov ModelChapter 6. Bio-Inspired Computing: Swarm IntelligenceChapter 7. Deep Neural NetworksChapter 8. Cortical AlgorithmsChapter 9. Deep LearningChapter 10. Multiobjective OptimizationChapter 11. Machine Learni...