The first edition of this textbook was published in 2021. Over the past two years we have invested in enhancing all aspects of deep learning methods to ensure the book is comprehensive and impeccable. Taking into account feedback from our readers and audience the aut... Lees meer.

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 t... Lees meer.

Over the last decade there has been a significant shift from traditional mechanistic and empirical modelling into statistical and data-driven modelling for applications in reaction engineering. In particular the integration of machine learning and first-principle mode... Lees meer.

The book focuses on machine learning. The second part then describes the application of machine learning in the classification problem while the third part presents an overview of real-world applications of swarm-based optimization algorithms. The concept of machine le... Lees meer.

We survey several formalisms for cooperative games that have been proposed in the literature including for example cooperative games defined on networks as well as general compact representation schemes such as MC-nets and skill games. Cooperative game theory is... Lees meer.

This book provides valuable information on effective state-of-the-art techniques and approaches for governments students researchers practitioners entrepreneurs and teachers in the field of artificial intelligence AI . The book explains the data and AI types and... Lees meer.

By presenting the latest advances in fuzzy sets and computing with words from around the globe this book disseminates recent innovations in advanced intelligent technologies and systems. By presenting the latest advances in fuzzy sets and computing with words from aro... Lees meer.

This text presents the proceedings of the 4th European Conference on Computational Learning Theory. The 23 contributions address topics such as learning from queries and counter examples reinforcement learning online learning and export advice teaching and learning a... Lees meer.

Through the second edition this book showcases how computational methods in deep learning serve as a dynamic driving force in this era of artificial intelligence AI . This book is intended for research students engineers as well as computer scientists with interes... Lees meer.

This book constitutes the refereed proceedings of the Third European Conference on Computational Learning Theory EuroCOLT 97 held in Jerusalem Israel in March 1997. The book presents 25 revised full papers carefully selected from a total of 36 high-quality submissio... Lees meer.

This volume constitutes the refereed proceedings of the 14th Annual and 5th European Conferences on Computational Learning Theory COLT EuroCOLT 2001. All current aspects of computational learning and its applications in a variety of fields are addressed. This volume... Lees meer.

This 2003 book comprehensively covers all major topics of Vygotskian educational theory and its classroom applications. Particular attention is paid to the Vygotskian idea of child development as a consequence rather than premise of learning experiences. Such a reversa... Lees meer.

The book focuses on machine learning. Divided into three parts the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem while the third part presents an overview of real-wo... Lees meer.

These original contributions converge on an exciting and fruitful intersection of three historically distinct areas of learning research. computational learning theory neural networks and symbolic machine learning. Bridging theory and practice computer science and p... Lees meer.

This is the fourth and final volume of papers from a series of workshops called Computational Learning Theory and Natural Learning Systems. The purpose of the workshops was to explore the emerging intersection of theoretical learning research and natural learning syste... Lees meer.