Data mining : theories, algorithms, and examples (Record no. 51413)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01677nam a22002057a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ISURa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190528b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138073661 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English Language |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | YEN |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | YE, Nong |
| 9 (RLIN) | 72291 |
| 245 ## - TITLE STATEMENT | |
| Title | Data mining : theories, algorithms, and examples |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton |
| Name of publisher, distributor, etc | Taylor & Francis |
| Date of publication, distribution, etc | 2014 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 329 P. |
| Dimensions | 24 cm. |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Human factors and ergonomics. |
| 9 (RLIN) | 72292 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | pt. 1. An overview of data mining. Introduction to data, data patterns, and data mining --<br/>pt. 2. Algorithms for mining classification and prediction patterns. Linear and nonlinear regression models --<br/>Naïve Bayes classifier --<br/>Decision and regression trees --<br/>Artificial neural networks for classification and prediction --<br/>Support vector machines --<br/>k-Nearest neighbor classifier and supervised clustering --<br/>pt. 3. Algorithms for mining cluster and association patterns. Hierarchial clustering --<br/>K-Means clustering and density-based clustering --<br/>Self-organizing map --<br/>Probability distributions of univariate data --<br/>Association rules --<br/>Bayesian network --<br/>pt. 4. Algorithms for mining data reduction patterns. Principal component analysis --<br/>Multidimensional scaling --<br/>pt. 5. Algorithms for mining outlier and anomaly patterns. Univariate control charts --<br/>Multivariate control charts --<br/>pt. 6. Algorithms for mining sequential and temporal patterns. Autocorrelation and time series analysis --<br/>Markov chain models and hidden Markov models --<br/>Wavelet analysis. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining. |
| 9 (RLIN) | 29634 |
| Topical term or geographic name as entry element | Data mining -- Mathematical models. |
| 9 (RLIN) | 72293 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Lending Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Lending Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 23/05/2019 | 10337.80 | 006.312 YEN | 112972 | 28/05/2019 | 28/05/2019 | Lending Books | |||||
| Dewey Decimal Classification | Reference Collection | Applied Sciences Library | Applied Sciences Library | Reference Section | 23/05/2019 | 10337.80 | 006.312 YEN | 112973 | 28/05/2019 | 28/05/2019 | Sheduled Reference |