• Sign In / Register
  • Help
  • Basket0
Machine Learning: A Constraint-Based Approach (Paperback)
  • Machine Learning: A Constraint-Based Approach (Paperback)
zoom

Machine Learning: A Constraint-Based Approach (Paperback)

(author)
£69.99
Paperback 580 Pages / Published: 13/11/2017
  • We can order this

Usually despatched within 3 weeks

  • This item has been added to your basket
Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic knowledge bases as a collection of constraints, the book draws a path towards a deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, like in fuzzy systems. A special attention is reserved to deep learning, which nicely fits the constrained- based approach followed in this book. This book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, and includes many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included.

Publisher: Elsevier Science & Technology
ISBN: 9780081006597
Number of pages: 580
Weight: 810 g
Dimensions: 235 x 191 mm

You may also be interested in...

Machine Learning
Added to basket
£42.50
Paperback
Reinforcement Learning
Added to basket
Deep Learning
Added to basket
£39.99
Paperback
Machine Learning
Added to basket
£52.99
Mixed media product
Machine Learning
Added to basket
£39.99
Paperback
Grammatical Inference
Added to basket
Web Data Mining
Added to basket
£54.99
Hardback
Probabilistic Graphical Models
Added to basket
Machine Learning for Hackers
Added to basket
Understanding Machine Learning
Added to basket
The Elements of Statistical Learning
Added to basket
Bayesian Reasoning and Machine Learning
Added to basket
Superintelligence
Added to basket
£18.99
Hardback
Thoughtful Machine Learning
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.