Artificial Intelligence: A Textbook

"Recommender Systems: The Textbook" von Charu C. Aggarwal bietet eine umfassende Einführung in die Theorie und Praxis von Empfehlungssystemen, die heute in vielen digitalen Plattformen weit verbreitet sind. Das Buch behandelt...

Data Mining: The Textbook

Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework drawn from these intersecting topics....

This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional...

This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it covers the techniques with which such methods can be made more...