Home Data Mining • Preference Learning by Johannes Fürnkranz,Eyke Hüllermeier PDF

Preference Learning by Johannes Fürnkranz,Eyke Hüllermeier PDF

By Johannes Fürnkranz,Eyke Hüllermeier

ISBN-10: 3642141242

ISBN-13: 9783642141249

ISBN-10: 3642422306

ISBN-13: 9783642422300

the subject of personal tastes is a brand new department of desktop studying and information mining, and it has attracted huge recognition in man made intelligence study in past years. It contains studying from observations that show information regarding the personal tastes of someone or a category of people. Representing and processing wisdom when it comes to personal tastes is attractive because it permits one to specify wants in a declarative manner, to mix qualitative and quantitative modes of reasoning, and to accommodate inconsistencies and exceptions in a versatile demeanour. And, generalizing past education info, types therefore realized can be utilized for choice prediction.

This is the 1st e-book devoted to this subject, and the therapy is complete. The editors first provide a radical creation, together with a scientific categorization based on studying activity and studying strategy, in addition to a unified notation. the 1st half the e-book is equipped into components on label rating, example score, and item rating; whereas the second one part is prepared into components on purposes of choice studying in multiattribute domain names, details retrieval, and recommender platforms.

The booklet can be of curiosity to researchers and practitioners in man made intelligence, particularly computing device studying and information mining, and in fields comparable to multicriteria decision-making and operations research.

Show description

Read Online or Download Preference Learning PDF

Best data mining books

Automating the Analysis of Spatial Grids: A Practical Guide by Valliappa Lakshmanan PDF

The power to create computerized algorithms to approach gridded spatial information is more and more very important as remotely sensed datasets bring up in quantity and frequency. no matter if in company, social technological know-how, ecology, meteorology or city making plans, the power to create automatic purposes to research and notice styles in geospatial facts is more and more very important.

Yong Shi,Yingjie Tian,Gang Kou,Yi Peng,Jianping Li's Optimization Based Data Mining: Theory and Applications PDF

Optimization recommendations were commonly followed to enforce a number of info mining algorithms. as well as famous help Vector Machines (SVMs) (which are in response to quadratic programming), assorted types of a number of standards Programming (MCP) were generally utilized in information separations.

Get Data Mining for Business Analytics: Concepts, Techniques, PDF

Information Mining for enterprise Analytics: strategies, recommendations, and functions in XLMiner®, 3rd Edition presents an utilized method of facts mining and predictive analytics with transparent exposition, hands-on routines, and real-life case reports. Readers will paintings with all the regular information mining tools utilizing the Microsoft® place of work Excel® add-in XLMiner® to boost predictive versions and easy methods to receive company price from large information.

Download e-book for kindle: Actionable Intelligence in Healthcare (Data Analytics by Jay Liebowitz,Amanda Dawson

This booklet exhibits healthcare execs the right way to flip information issues into significant wisdom upon which they could take powerful motion. Actionable intelligence can take many varieties, from informing overall healthiness policymakers on e? ective concepts for the inhabitants to delivering direct and predictive insights on sufferers to healthcare companies to allow them to in attaining confident results.

Extra info for Preference Learning

Sample text

Download PDF sample

Preference Learning by Johannes Fürnkranz,Eyke Hüllermeier

by William

Rated 4.03 of 5 – based on 44 votes