Machine learning: an algorithmic perspective / (ระเบียนเลขที่ 33404)
| 000 -LEADER | |
|---|---|
| fixed length control field | 01898n00 a220045700 4500 |
| 001 - CONTROL NUMBER | |
| control field | 33404 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230423231440.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150620 2553 THAmd a001 0 eng u |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781466583283 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| -- | PITLIB |
| 050 14 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TJ230 |
| Item number | .M268 2015 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Marsland, Stephen |
| 9 (RLIN) | 43342 |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning: an algorithmic perspective / |
| Statement of responsibility, etc. | Stephen Marsland |
| Medium | [book] |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton: |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2015. |
| -- | 4402 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 437p: |
| Other physical details | ill. |
| 449 #0 - | |
| -- | •L012– New Arrivals- Sep. 2015 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine |
| General subdivision | Learning |
| 9 (RLIN) | 43343 |
| 690 #0 - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | 0022 วิศวกรรมศาสตรบัณฑิต สาขาวิศวกรรมอุตสาหการ IE (ป.ตรี) |
| 9 (RLIN) | 49 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | หนังสือ |
| 970 ## - | |
| -- | CHAPTER 1 |
| -- | Intorduction |
| -- | p.1 |
| 970 ## - | |
| -- | CHAPTER2 |
| -- | preliminaries |
| -- | หน้า 15 |
| 970 ## - | |
| -- | CHAPTER 3 |
| -- | Neurons,NEUR Networks, and Linear Discriminats |
| -- | p.39 |
| 970 ## - | |
| -- | CHAPTER4 |
| -- | The Multi-layer Perceptron |
| -- | p.71 |
| 970 ## - | |
| -- | CHAPTER5 |
| -- | Radial Basis Functions and Splines |
| -- | p. 111 |
| 970 ## - | |
| -- | CHAPTER 6 |
| -- | Dimensionality Reduction |
| -- | p. 129 |
| 970 ## - | |
| -- | CHAPTER7 |
| -- | Probabilistic Learning |
| -- | p.153 |
| 970 ## - | |
| -- | CHAPTER8 |
| -- | Support Vector Machines |
| -- | p.169 |
| 970 ## - | |
| -- | CHAPTER 9 |
| -- | Optimistion and Search |
| -- | p.189 |
| 970 ## - | |
| -- | CHAPTER10 |
| -- | Evolutionary Learning |
| -- | p.211 |
| 970 ## - | |
| -- | CHAPTER11 |
| -- | Reinforcement Learning |
| -- | p.231 |
| 970 ## - | |
| -- | CHAPTER 12 |
| -- | Learning with Trees |
| -- | p.249 |
| 970 ## - | |
| -- | CHAPTER 13 |
| -- | Decision by Committee: Ensemble Learning |
| -- | p.267 |
| 970 ## - | |
| -- | CHAPTER 14 |
| -- | Unsupervised Learning |
| -- | p.281 |
| 970 ## - | |
| -- | CHAPTER 15 |
| -- | Morkov Chain Monte Carlo (MCMC) Methods |
| -- | p.305 |
| 970 ## - | |
| -- | CHAPTER 16 |
| -- | Graphical Models |
| -- | p.321 |
| 970 ## - | |
| -- | CHAPTER 17 |
| -- | Symmetric Weights and Deep Belief Networks |
| -- | p.359 |
| 970 ## - | |
| -- | CHAPTER 18 |
| -- | Gaussian Processes |
| -- | p.395 |
| 988 ## - | |
| -- | 33404 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Shelving control number | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available | หนังสือภาษาอังกฤษ | PIM Creative Learning Space | PIM Creative Learning Space | English Book Shelves | 20/06/2015 | 2987.75 | English: TX - Z | 3 | 4 | TJ230 .M268 2015 | 32550000234134 | 23/04/2023 | 0.00 | 23/04/2023 | หนังสือ |
