Event Mining for Explanatory Modeling - Paperback
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Availability:In StockContributor:Laleh Jalali, Ramesh JainSeries:ACM BooksPublish date:5/21/2021Pages:162
Language:EnglishPublisher:ACM BooksISBN-13:9781450384834ISBN-10:1450384838UPC:9781450384834Book Category:ComputersBook Subcategory:System Administration, Data ScienceBook Topic:Storage & Retrieval, Machine LearningSize:9.25 x 7.50 x 0.35 inchesWeight:0.6504Product ID:SC02AS9SMT
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 form of structural and temporal patterns in the data. The first phase is the data-driven process of...
Series: ACM Books
Language:EnglishPublisher:ACM BooksISBN-13:9781450384834ISBN-10:1450384838UPC:9781450384834Book Category:ComputersBook Subcategory:System Administration, Data ScienceBook Topic:Storage & Retrieval, Machine LearningSize:9.25 x 7.50 x 0.35 inchesWeight:0.6504Product ID:SC02AS9SMT
Jalali, Laleh: - Laleh Jalali is a computer scientist with an extensive background in applying advanced machine learning, deep learning, and data mining techniques in different domains such as Healthcare and Industrial Analytics. She is currently a senior scientist at Hitachi America Ltd. R&D. Her professional interests focus on event-based frameworks, big data analytics, healthcare...
Publisher: ACM Books
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