Event mining for explanatory modeling
"This book introduces the concept of Event Mining for building explanatory models from analyses of correlated data. Such a model may be used as the basis for predictions and corrective actions. The idea is to create, via an iterative process, a model that explains causal relationships in the fo...
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| Main Authors | , |
|---|---|
| Format | Electronic eBook |
| Language | English |
| Published |
[New York, New York?] :
Association for Computing Machinery,
[2021]
|
| Edition | First edition. |
| Series | ACM books ;
#35. |
| Subjects | |
| Online Access | Full text |
| ISBN | 9781450384858 9781450384834 9781450384827 |
| Physical Description | 1 online zdroj (xv, 146 stran) : ilustrace |
Cover
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| 100 | 1 | |a Jalali, Laleh, |e author. | |
| 245 | 1 | 0 | |a Event mining for explanatory modeling / |c Laleh Jalali (University of California, Irvine (UCI), Hitachi America Ltd.), Ramesh Jain (University of California, Irvine (UCI)). |
| 250 | |a First edition. | ||
| 264 | 1 | |a [New York, New York?] : |b Association for Computing Machinery, |c [2021] | |
| 300 | |a 1 online zdroj (xv, 146 stran) : |b ilustrace | ||
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| 490 | 1 | |a ACM books ; |v #35 | |
| 504 | |a Obsahuje bibliografické odkazy a index. | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a "This book introduces the concept of Event Mining for building explanatory models from analyses of correlated data. Such a model may be used as the basis for predictions and corrective actions. The idea is to create, via an iterative process, a model that explains causal relationships in the form of structural and temporal patterns in the data. The first phase is the data-driven process of hypothesis formation, requiring the analysis of large amounts of data to find strong candidate hypotheses. The second phase is hypothesis testing, wherein a domain expert's knowledge and judgment is used to test and modify the candidate hypotheses."--Publisher's description. | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Data logging. | |
| 650 | 0 | |a Computer simulation. | |
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| 830 | 0 | |a ACM books ; |v #35. | |
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