Machine Learning Paradigms - Aristomenis S. Lampropoulos & George A. Tsihrintzis

Machine Learning Paradigms

By Aristomenis S. Lampropoulos & George A. Tsihrintzis

  • Release Date: 2015-06-13
  • Genre: Computers & Internet

This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender systems built on the assumption of availability of both positive and negative examples do not perform well when negative examples are rare. It is exactly this problem that the authors address in the monograph at hand. Specifically, the books approach is based on one-class classification methodologies that have been appearing in recent machine learning research. The blending of recommender systems and one-class classification provides a new very fertile field for research, innovation and development with potential applications in “big data” as well as “sparse data” problems.

The book will be useful to researchers, practitioners and graduate students dealing with problems of extensive and complex data. It is intended for both the expert/researcher in the fields of Pattern Recognition, Machine Learning and Recommender Systems, as well as for the general reader in the fields of Applied and Computer Science who wishes to learn more about the emerging discipline of Recommender Systems and their applications. Finally, the book provides an extended list of bibliographic references which covers the relevant literature completely.

Comments:

12 Comments
Taylor Mackenzie
Amazing! I love this site
Aston Ayers
Only Signup is easy and free, finally I can read this book Machine Learning Paradigms with good quality. Thank you!
Ashley Ann
Been waiting to download this book for months. and finally came out too
Cheryl Lynn
This book Machine Learning Paradigms is very nice, with quick read and download
Erin Cochran Cole
Great selection and quality is better than many Book Store, no kidding.
Kyle Magner
yes, i am also through this to download books
Eric Mn
Yes this really works! Just got my free account
Terry Barnes
One of the best book I've seen this year!
Pastor Shahuano
Excited, Happy Reading guys !!!
Laura Velez Garcia
Thanks, I'm so glad to be reading this book
Wouter van der Giessen
Laura Velez Garcia yes same me too
Janet McCann
Sign up was really easy. Less than 1 minute I was hooked up