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This book offers a comprehensible overview of Big Data Preprocessing, which includes a formal description of each problem. It also focuses on the most relevant proposed solutions. This book illustrates actual implementations of algorithms that helps the reader deal with these problems. This book stresses the gap that exists between big, raw data and the requirements of quality data that businesses are demanding. This is called Smart Data, and to achieve Smart Data the preprocessing is a key step, where the imperfections, integration tasks and other processes are carried out to eliminate superfluous information. The authors present the concept of Smart Data through data preprocessing in Big D...
"In direct defiance of the President's orders, Navy Master Chief Gil Shannon, one of Americas most lethal SEAL snipers, launches a bold mission comprised of SEAL Team Six and Delta Force fighters to free a captured female helicopter pilot being held by Taliban insurgents in Afghanistan"--Cover.
This volume constitutes the refereed proceedings of the 13th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2018, held in Oviedo, Spain, in June 2018. The 62 full papers published in this volume were carefully reviewed and selected from 104 submissions. They are organized in the following topical sections: Neurocomputing, fuzzy systems, rough sets, evolutionary algorithms, Agents andMultiagent Systems, and alike.
This book provides a new and fascinating view of the peasant society in thirteenth-century Galicia (Spain). The four authors open up a world of knights, squires and middle peasants who limited the actions of the monasteries settled in the area.
Main entries in Passenger and Immigration Lists Index provide information including name and age of immigrant; year and place of arrival, naturalization, or other records which indicates person indexed is an immigrant; code indicating the source indexed and the page number in the source which contains the record; and the names of all listed family members together with their age and relationship to the main entry.
Siècle d'or, siècle de fer : il est tentant d'opposer l'Espagne des deux premiers Habsbourg à celle de leurs successeurs ; cependant, l'art et la littérature d'un côté, les provinces périphériques de l'autre, peu ou moins affectées par le déclin, sont là pour montrer qu'il s'agit d'une vue partielle, valable seulement peut-être en ce qui concerne le centre de la Péninsule et pour certains aspects bien particuliers, l'économie et la démographie principalement. Mais, même en se limitant au centre ancien du royaume, il y a une certaine contradiction entre la floraison des arts, témoins et fruits de la richesse, et la décadence économique si souvent déplorée par les contempo...
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducin...