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03702nam a2200817 4500 |
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ocn843228806 |
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OCoLC |
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20170124071401.8 |
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m o d |
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130514s2013 nju ob 001 0 eng |
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|a 2013019555
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|a DLC
|b eng
|e rda
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| 082 |
0 |
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|a 006.3/12
|2 23
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| 049 |
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|a MAIN
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| 245 |
0 |
0 |
|a Imbalanced learning :
|b foundations, algorithms, and applications /
|c edited by Haibo He, Yunqian Ma.
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| 264 |
|
1 |
|a Hoboken, New Jersey :
|b John Wiley & Sons, Inc.,
|c [2013]
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| 300 |
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|a 1 online resource.
|
| 336 |
|
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 588 |
0 |
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|a Print version record and CIP data provided by publisher.
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| 504 |
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|a Includes bibliographical references and index.
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| 520 |
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|a Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few. The first comprehensive look at this new branch of machine learning, this volume offers a critical review of the problem of imbalanced learning, covering the state-of-the-art in techniques, principles, and real-world applications. Scientists and engineers will learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research.
|
| 650 |
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0 |
|a Data mining.
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| 650 |
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0 |
|a Information resources
|x Evaluation.
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| 650 |
|
0 |
|a Information resources management.
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| 650 |
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0 |
|a System analysis
|x Mathematical models.
|
| 650 |
|
7 |
|a COMPUTERS
|x Database Management
|x Data Mining.
|2 bisacsh
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| 650 |
|
7 |
|a Data mining.
|2 fast
|0 (OCoLC)fst00887946
|
| 650 |
|
7 |
|a Information resources
|x Evaluation.
|2 fast
|0 (OCoLC)fst01425635
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| 650 |
|
7 |
|a Information resources management.
|2 fast
|0 (OCoLC)fst00972603
|
| 650 |
|
7 |
|a System analysis
|x Mathematical models.
|2 fast
|0 (OCoLC)fst01141393
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| 655 |
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4 |
|a Electronic books.
|
| 655 |
|
7 |
|a Electronic books.
|2 local
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| 700 |
1 |
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|a He, Haibo,
|d 1976-
|e editor.
|
| 700 |
1 |
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|a Ma, Yunqian,
|e editor.
|
| 776 |
0 |
8 |
|i Print version:
|t Imbalanced learning.
|d Hoboken, New Jersey : John Wiley & Sons, Inc., [2013]
|z 9781118074626
|w (DLC) 2013017778
|
| 856 |
4 |
0 |
|u https://doi.org/10.1002/9781118646106
|z Full Text via HEAL-Link
|
| 994 |
|
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|a 92
|b DG1
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