TY - BOOK ID - 135732286 TI - Event Mining for Explanatory Modeling. AU - Jalali, Laleh. AU - Jain, Ramesh. PY - 2021 SN - 1450384854 9781450384858 PB - San Rafael : Morgan & Claypool Publishers, DB - UniCat KW - Computer simulation. KW - Data logging. KW - Data mining. UR - https://www.unicat.be/uniCat?func=search&query=sysid:135732286 AB - The book is intended as a primer on Event Mining for data-enthusiasts and information professionals interested in employing these event-based data analysis techniques in diverse applications. The reader is introduced to frameworks for temporal knowledge representation and reasoning, as well as temporal data mining and pattern discovery. Also discussed are the design principles of event mining systems. The approach is reified by the presentation of an event mining system called EventMiner, a computational framework for building explanatory models. The book contains case studies of using EventMiner in asthma risk management and an architecture for the objective self. The text can be used by researchers interested in harnessing the value of heterogeneous big data for designing explanatory event-based models in diverse application areas such as healthcare, biological data analytics, predictive maintenance of systems, computer networks, and business intelligence. ER -