| 书目名称 | Data Mining and Constraint Programming |
| 副标题 | Foundations of a Cro |
| 编辑 | Christian Bessiere,Luc De Raedt,Dino Pedreschi |
| 视频video | |
| 概述 | Reports on key results obtained in the field of data mining and constraint programming.Integrated and cross-disciplinary approach.Features state-of-the art research.Includes supplementary material: |
| 丛书名称 | Lecture Notes in Computer Science |
| 图书封面 |  |
| 描述 | .A successful integration of constraint programming and data mining has the potential to lead to a new ICT paradigm with far reaching implications. It could change the face of data mining and machine learning, as well as constraint programming technology. It would not only allow one to use data mining techniques in constraint programming to identify and update constraints and optimization criteria, but also to employ constraints and criteria in data mining and machine learning in order to discover models compatible with prior knowledge. ..This book reports on some key results obtained on this integrated and cross- disciplinary approach within the European FP7 FET Open project no. 284715 on “Inductive Constraint Programming” and a number of associated workshops and Dagstuhl seminars. The book is structured in five parts: background; learning to model; learning to solve; constraint programming for data mining; and showcases. . |
| 出版日期 | Book 2016 |
| 关键词 | combinatorial optimization; constraint optimization; constraint solving; inductive logic programming; ma |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-50137-6 |
| isbn_softcover | 978-3-319-50136-9 |
| isbn_ebook | 978-3-319-50137-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
| issn_series | 0302-9743 |
| copyright | Springer International Publishing AG 2016 |
发表于 2025-3-21 16:54:10
