Redescription Mining

Nonfiction, Computers, Database Management, General Computing
Cover of the book Redescription Mining by Esther Galbrun, Pauli Miettinen, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Esther Galbrun, Pauli Miettinen ISBN: 9783319728896
Publisher: Springer International Publishing Publication: January 10, 2018
Imprint: Springer Language: English
Author: Esther Galbrun, Pauli Miettinen
ISBN: 9783319728896
Publisher: Springer International Publishing
Publication: January 10, 2018
Imprint: Springer
Language: English

This book provides a gentle introduction to redescription mining, a versatile data mining tool that is useful to find distinct common characterizations of the same objects and, vice versa, to identify sets of objects that admit multiple shared descriptions. It is intended for readers who are familiar with basic data analysis techniques such as clustering, frequent itemset mining, and classification. Redescription mining is defined in a general way, making it applicable to different types of data. The general framework is made more concrete through many practical examples that show the versatility of redescription mining. The book also introduces the main algorithmic ideas for mining redescriptions, together with applications from various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book provides a gentle introduction to redescription mining, a versatile data mining tool that is useful to find distinct common characterizations of the same objects and, vice versa, to identify sets of objects that admit multiple shared descriptions. It is intended for readers who are familiar with basic data analysis techniques such as clustering, frequent itemset mining, and classification. Redescription mining is defined in a general way, making it applicable to different types of data. The general framework is made more concrete through many practical examples that show the versatility of redescription mining. The book also introduces the main algorithmic ideas for mining redescriptions, together with applications from various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions. 

More books from Springer International Publishing

Cover of the book An Econometric Model of the US Economy by Esther Galbrun, Pauli Miettinen
Cover of the book Understanding Evidence-Based Rheumatology by Esther Galbrun, Pauli Miettinen
Cover of the book Guide to Big Data Applications by Esther Galbrun, Pauli Miettinen
Cover of the book Contemporary Issues in Accounting by Esther Galbrun, Pauli Miettinen
Cover of the book Continuous Fuzzy Evaluation Methods: A Novel Tool for the Analysis and Decision Making in Football (or Soccer) Matches by Esther Galbrun, Pauli Miettinen
Cover of the book Corporate Social Responsibility in the Post-Financial Crisis Era by Esther Galbrun, Pauli Miettinen
Cover of the book Advanced Machining and Manufacturing Processes by Esther Galbrun, Pauli Miettinen
Cover of the book Disorders of the Scapula and Their Role in Shoulder Injury by Esther Galbrun, Pauli Miettinen
Cover of the book Natural User Interfaces in Medical Image Analysis by Esther Galbrun, Pauli Miettinen
Cover of the book Beam Diagnostics in Superconducting Accelerating Cavities by Esther Galbrun, Pauli Miettinen
Cover of the book Textbook of Penile Cancer by Esther Galbrun, Pauli Miettinen
Cover of the book Antenna Fundamentals for Legacy Mobile Applications and Beyond by Esther Galbrun, Pauli Miettinen
Cover of the book Nonautonomous Linear Hamiltonian Systems: Oscillation, Spectral Theory and Control by Esther Galbrun, Pauli Miettinen
Cover of the book Variational Approach to Gravity Field Theories by Esther Galbrun, Pauli Miettinen
Cover of the book Evaluation of Novel Approaches to Software Engineering by Esther Galbrun, Pauli Miettinen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy