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Machine Learning Foundations - Bok av Taeho Jo - Inbunden

Machine Learning Foundations - Bok av Taeho Jo - Inbunden

This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four parts: foundation, supervised learning, unsupervised learning, and advanced learning. The first part provides the fundamental materials, background, and simple machine learning algorithms, as the preparation for studying machine learning algorithms. The second and the third parts provide understanding of the supervised learning algorithms..

SEK 2196.00
1

Metaheuristics in Machine Learning: Theory and Applications - Bok - Inbunden

Metaheuristics in Machine Learning: Theory and Applications - Bok - Inbunden

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms.The chapters were compiled using..

SEK 2237.00
1

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough - Bok - Inbunden

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough - Bok - Inbunden

This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development.The chapters in this book focus on readers interested in machine learning, cognitive and neuro-inspired..

SEK 2537.00
1

Machine Learning and Data Mining in Aerospace Technology - Bok - Häftad

Machine Learning and Data Mining in Aerospace Technology - Bok - Häftad

Tensor-based anomaly detection for satellite telemetry data.- Machine learning in satellites monitoring and risk challenges.- Formalization, prediction and recognition of expert evaluations of telemetric data of artificial satellites based on type-II fuzzy sets.- Intelligent health monitoring systems for space missions based on data mining techniques.- Design, implementation, and validation of satellite simulator and data packets analysis.- Crop yield estimation using decision trees and random forest..

SEK 2397.00
1

Machine Learning Paradigms - Advances in Deep Learning-based Technological Applications - Bok - Inbunden

Machine Learning Paradigms - Advances in Deep Learning-based Technological Applications - Bok - Inbunden

At the dawn of the 4th Industrial Revolution, the field of Deep Learning (a sub-field of Artificial Intelligence and Machine Learning) is growing continuously and rapidly, developing both theoretically and towards applications in increasingly many and diverse other disciplines. The book at hand aims at exposing its reader to some of the most significant recent advances in deep learning-based technological applications and consists of an editorial note and an additional fifteen (15) chapters. All..

SEK 2196.00
1

Proceedings of ELM2019 - Bok - Inbunden

Proceedings of ELM2019 - Bok - Inbunden

This book contains some selected papers from the International Conference on Extreme Learning Machine 2019, which was held in Yangzhou, China, December 14ΓÇô16, 2019. Extreme Learning Machines (ELMs) aim to enable pervasive learning and pervasive intelligence. As advocated by ELM theories, it is exciting to see the convergence of machine learning and biological learning from the long-term point of view. ELM may be one of the fundamental ΓÇÿlearning particlesΓÇÖ filling the gaps between machine..

SEK 2980.00
1

Data Science in Cybersecurity and Cyberthreat Intelligence - Bok - Inbunden

Data Science in Cybersecurity and Cyberthreat Intelligence - Bok - Inbunden

The Formal Representation of Cyberthreats for Automated Reasoning.- A Logic Programming Approach to Predict Enterprise-Targeted Cyberattacks.- Discovering Malicious URLs Using Machine Learning Techniques.- Machine Learning and Big Data Processing for Cybersecurity Data Analysis.- Systematic Analysis of Security Implementation for Internet of Health Things in Mobile Health Networks.- Seven Pitfalls of Using Data Science in Cybersecurity.

SEK 2267.00
1