Phase transitions in machine learning / (Record no. 33908)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01065nam a2200193 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780521763912 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0521763916 (hardback) |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 1 |
| Item number | SAI/P |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Saitta, L. |
| 245 10 - TITLE STATEMENT | |
| Title | Phase transitions in machine learning / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Cambridge ; |
| -- | New York : |
| Name of publisher | Cambridge University Press, |
| Year of publication | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xv, 383 p. : |
| Other physical details | ill. ; |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning and as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon and the extensive experimental investigation that supports its presence. They then turn their attention to the possible implications and explore appropriate methods for tackling them"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Phase transformations (Statistical physics) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Giordana, Attilio. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Cornuejols, Antoine. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | BK |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | |
| Damaged status | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|
| Stack | Kannur University Central Library | Kannur University Central Library | Stack | 28/07/2015 | 006.3 1 SAI/P | 31351 | BK |