Sari: Advances in Analytics for Learning and Teaching
(Ilmumisaeg: 17-Jul-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031658976)
This book shows how artificial intelligence grounded in learning theories can promote individual learning, team productivity and multidisciplinary knowledge-building. It advances the learning sciences by integrating learning theory with computatio...Loe edasi...
This book introduces artificial neural networks to students and professionals. It covers the theory and applications in statistical learning methods with concrete Python code examples. Statistical Learning using Neural Networks...Loe edasi...
Applied Computational Thinking with Python provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time. Developers working with Python will be able to put their knowledge t...Loe edasi...
This book introduces artificial neural networks to students and professionals. It covers the theory and applications in statistical learning methods with concrete Python code examples. Statistical topics covered include multivariate statistics (Clus...Loe edasi...
Humans learn best from feedback&;we are encouraged to take actions that lead to positive results while deterred by decisions with negative consequences. This reinforcement process can be applied to computer programs allowing them to solve...Loe edasi...
Traditional models struggle to cope with complexity, noise, and the existence of a changing environment, while Computational Intelligence (CI) offers solutions to complicated problems as well as reverse problems. The main feature of CI is adaptabili...Loe edasi...
Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data proce...Loe edasi...
(Ilmumisaeg: 15-Oct-2019, Hardback, Kirjastus: Nova Science Publishers Inc, ISBN-13: 9781536161281)
The recent development of the fuzzy set theory has given scientists the opportunity to model under conditions which are vague or not precisely defined, thus succeeding to solve mathematically problems whose statements are expressed in our natural la...Loe edasi...
(Ilmumisaeg: 30-Jan-2019, Paperback / softback, Kirjastus: International Society for Technology in Education, ISBN-13: 9781564847614)
Computational thinking (CT) is a powerful ingredient for solving ambiguous, complex and open-ended problems by drawing on principles and practices central to computer science (CS). CT is at the core of CS and is a gateway to sparking student interest...Loe edasi...
(Ilmumisaeg: 29-Jan-2019, Hardback, Kirjastus: MIT Press, ISBN-13: 9780262039512)
A project-based guide to the basics of deep learning. A project-based guide to the basics of deep learning.This concise, project-driven guide to deep learning takes readers through a series of program-writing tasks that intro...Loe edasi...
(Ilmumisaeg: 10-Aug-2018, Hardback, Kirjastus: University of Chicago Press, ISBN-13: 9780226562452)
Within the past forty years, the field of phonology—a branch of linguistics that explores both the sound structures of spoken language and the analogous phonemes of sign language, as well as how these features of language are used to conve...Loe edasi...
(Ilmumisaeg: 08-Mar-2017, Hardback, Kirjastus: World Scientific Europe Ltd, ISBN-13: 9781786341839)
From the team behind Computer Science for Fun (cs4fn), The Power of Computational Thinking shows that learning to think can be fascinating fun.Yes, and this book shows you how.Computational thinking has changed the way we all live, work and play. It...Loe edasi...
(Ilmumisaeg: 08-Mar-2017, Paperback / softback, Kirjastus: World Scientific Europe Ltd, ISBN-13: 9781786341846)
From the team behind Computer Science for Fun (cs4fn), The Power of Computational Thinking shows that learning to think can be fascinating fun.Yes, and this book shows you how.Computational thinking has changed the way we all live, work and play. It...Loe edasi...
Krauss and Prottsman present readers with a comprehensive guide to teaching computational thinking and coding, as well as producing understanding of how written code drives the technology around us. The authors have organized the nineteen chapter...Loe edasi...
Gheorghe Tecuci, Dorin Marcu, Mihai Boicu, David A. Schum
(Ilmumisaeg: 08-Sep-2016, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781107122567)
Using robust software, this book focuses on learning assistants for evidence-based reasoning that learn complex problem solving from humans....Loe edasi...
(Ilmumisaeg: 13-May-2016, Hardback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783662483930)
This book explains advanced issues in grammatical inference. The first three chapters of the book deal with issues regarding the theoretical learning framework. The remaining chapters focus on the main classes of formal languages according to Chomsky...Loe edasi...
Vladimir Vovk, Harris Papadopoulos, Alexander Gammerman
(Ilmumisaeg: 14-Sep-2015, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319218519)
This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, optimization, computational com...Loe edasi...
Presenting a theory of the theoryless, a computer scientist provides a model of how effective behavior can be learned even in a world as complex as our own, shedding new light on human nature....Loe edasi...
This book provides an introduction to computational trust models from a machine learning perspective. After reviewing traditional computational trust models, it discusses a new trend of applying formerly unused machine learning methodologies, such a...Loe edasi...
