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This book constitutes a comprehensive exploration of two pivotal domains that are indispensable for comprehending the contemporary challenges confronting science and society: artificial intelligence (AI) and data science...

El libro pretende hacer una revisión de las técnicas más habituales en Data Science, desde los modelos estadísticos de regresión lineal hasta aquellos más avanzados de redes neuronales, pasando por algoritmos y mod...

El libro está dirigido aquellos lectores que estén trabajando en proyecto relacionados con big data y busquen identificar las características de una solución de Big Data, los datos asociados a estas soluciones, la in...

Descubra cómo programar en blockchain y desarrolle sus propias DApps con ejemplos prácticos y soluciones reales Si quiere programar con la tecnología blockchain, necesita conocer diversos conceptos esenciales: constru...

El eje central de la XII edición del congreso (COMPDES2019) ha sido nuevamente el Internet de las Cosas (Internet of Things). Este eje se tomado como orientación general de los trabajos con las siguientes líneas temá...

Desde hace unos años el interés por todo lo que rodea el marketing digital se ha incrementado exponencialmente, dando lugar a la aparición de nuevos entornos laborales y especializaciones. Son las empresas quienes dem...

This book constitutes a comprehensive exploration of two pivotal domains that are indispensable for comprehending the contemporary challenges confronting science and society: artificial intelligence (AI) and data science...

The experiences of recent years have tested all public sectors, and society has faced challenges we would not have foreseen. This has transformed our society into one that is more global, resilient and sustainable, and w...

Natural language understanding systems require a knowledge base provided with formal representations reflecting the structure of human beings' cognitive system. Although surface semantics can be sufficient in some other ...

Digital Scholar: Learning in the Age of Internet" is your gateway to a dynamic world where education and research flourish in the digital landscape. In an era defined by limitless information and global connectivity, thi...

El propósito del repertorio Fuentes de Información de América Latina ¿1964-2008 es presentar una guía selectiva y anotada que facilite : 1) el conocimiento y el acceso a información general y especializada que se u...

Security governance surrounding infectious diseases necessitates collaboration and information sharing among diverse actors, including nation-states and institutions. The Global Antimicrobial Resistance Surveillance Syst...

Abstract Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, and the elderly become frail and forgetful. Beyond these natural processes and...

Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, pro...

"The scientific study of networks, including computer networks, social networks, and biological networks, has received an enormous amount of interest in the last few years. The rise of the Internet and the wide availabil...

Noted for its crystal clear explanations, this book is considered the most comprehensive introductory text to structural equation modeling (SEM). Noted for its thorough review of basic concepts and a wide variety of mode...

Fachgebiete / Stichwörter: R (Computer program language); Statistics; Data processing; Data science; Machine learning; Information visualization; Databases; Management

As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on o...

This monograph contains many ideas on the analysis of survival data to present a comprehensive account of the field. The value of survival analysis is not confined to medical statistics, where the benefit of the analysis...

An essential textbook for any student or researcher in biology needing to design experiments, sample programs or analyse the resulting data. The text begins with a revision of estimation and hypothesis testing methods, c...

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. ran...

This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and pane...

Abstract This book presents the statistical methods that are useful in the study of molecular evolution and illustrates how to use them in actual data analysis. Molecular evolution has been developing at a great pace ove...

Fachgebiete / Stichwörter: Big data; Computer science; Electronic books