Inductive logic programming : (Record no. 73216)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03027nam a2200505 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 6276819 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220712204741.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151223s1995 maua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780262288422 |
| -- | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | hc : alk. paper |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 005.1/1 |
| 100 1# - AUTHOR NAME | |
| Author | Bergadano, Francesco, |
| 245 10 - TITLE STATEMENT | |
| Title | Inductive logic programming : |
| Sub Title | from machine learning to software engineering / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 PDF (vii, 240 pages) : |
| 490 1# - SERIES STATEMENT | |
| Series statement | Logic programming |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, through initial approaches to symbolic machine learning, to recent techniques for learning relational concepts. In this book they provide an extended, up-to-date survey of ILP, emphasizing methods and systems suitable for software engineering applications, including inductive program development, testing, and maintenance.Inductive Logic Programming includes a definition of the basic ILP problem and its variations (incremental, with queries, for multiple predicates and predicate invention capabilities), a description of bottom-up operators and techniques (such as least general generalization, inverse resolution, and inverse implication), an analysis of top-down methods (mainly MIS and FOIL-like systems), and a survey of methods and languages for specifying inductive bias Logic Programming series. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Gunetti, Daniele. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6276819 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cambridge, Massachusetts : |
| -- | MIT Press, |
| -- | c1996. |
| 264 #2 - | |
| -- | [Piscataqay, New Jersey] : |
| -- | IEEE Xplore, |
| -- | [1995] |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 337 ## - | |
| -- | electronic |
| -- | isbdmedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 588 ## - | |
| -- | Description based on PDF viewed 12/23/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Logic programming. |
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