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Mineria De Datos Tecnicas De Segmentacion
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Book Synopsis Customer analytics by : Núria Braulio Gil
Download or read book Customer analytics written by Núria Braulio Gil and published by Editorial UOC. This book was released on 2015-01-01 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: Las organizaciones han usado estrategias, como la inteligencia de negocio, para tomar mejores decisiones a partir de los datos. Actualmente, en la era de los datos, nuestros clientes son más inteligentes, están más informados y ya no son tan leales con nuestra marca. Esperan experiencias inolvidables y profundamente personalizadas en cada una de las interacciones con nuestra organización. Como resultado, las organizaciones están obligadas a transformar sus estrategias para conocer mejor las necesidades y preferencias de sus clientes, basándose en una enorme cantidad de datos.
Book Synopsis Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems by : Florentin Smarandache
Download or read book Neutrosophic Sets and Systems, Vol. 44, 2021. Special issue: Impact of neutrosophy in solving the Latin American's social problems written by Florentin Smarandache and published by Infinite Study. This book was released on with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This special issue reflects the impact of neutrosophic theory in Latin America, especially after creating the Latin American Association of Neutrosophic Sciences. Among the areas of publication most addressed in the region are found in the interrelation of social sciences and neutrosophy, presenting outstanding results in these research areas. The main objective of this special issue is to divulge the impact publication related to the Neutrosophic theory and explore new areas of research and application in the region. The SI reflects the influence of the neutrosophic publications in Latin America by opening new research areas mainly related to Neutrosophic Statistics, Plithogeny, and NeutroAlgebra. Furthermore, it is worth mentioning the incorporation of authors from new countries in the region, such as Paraguay, Uruguay, and Panama, to have authors in total from 15 countries, 12 of them from the Latin American region.
Book Synopsis SEGMENTACION de MERCADOS con Herramientas de Mineria de Datos by : Jesus Prieto
Download or read book SEGMENTACION de MERCADOS con Herramientas de Mineria de Datos written by Jesus Prieto and published by Createspace Independent Pub. This book was released on 2013-02-13 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dentro de las técnicas de segmentación de mercados se distingue entre técnicas predictivas, en las que las variables que intervienen en el proceso pueden clasificarse inicialmente en dependientes e independientes (similares a las técnicas del análisis de la dependencia o métodos explicativos del análisis multivariante) y técnicas descriptivas, en las que todas las variables tienen inicialmente el mismo estatus (similares a las técnicas del análisis de la interdependencia o métodos descriptivos del análisis multivariante). Las técnicas predictivas de segmentación especifican el modelo para los datos en base a un conocimiento teórico previo. El modelo supuesto para los datos debe contrastarse después del proceso de minería de datos antes de aceptarlo como válido. En algunos casos, el modelo se obtiene como mezcla del conocimiento obtenido antes y después de la segmentación y también debe contrastarse antes de aceptarse como válido. Por ejemplo, las redes neuronales permiten descubrir modelos complejos y afinarlos a medida que progresa la exploración de los datos. Gracias a su capacidad de aprendizaje, permiten descubrir relaciones complejas entre variables sin ninguna intervención externa. Podemos incluir entre estas técnicas todas las técnicas de segmentación en las que subyace un modelo (modelos de elección discreta, análisis discriminante, árboles de decisión, redes neuronales, análisis conjunto, etc.) Estas técnicas también se denominan técnicas de clasificación ya que permiten extraer perfiles de comportamiento o clases, siendo el objetivo construir un modelo que permita clasificar cualquier nuevo dato en una de las clases.En las técnicas descriptivas no se asigna ningún papel predeterminado a las variables. No se supone la existencia de variables dependientes ni independientes y tampoco se supone la existencia de un modelo previo para los datos. Los modelos se crean automáticamente partiendo del reconocimiento de patrones. En este grupo se incluyen las técnicas de clustering y las técnicas de reducción de la dimensión (escalamiento multidimensonal, correspondencias, etc.) En este libro se tratan las técnicas predictivas y descriptivas que suelen implementarse en herramientas de Minería de Datos, presentndo ejemplos prácticos totalmente resueltos.
Book Synopsis Advances and Applications in Computer Science, Electronics and Industrial Engineering by : Marcelo V. García
Download or read book Advances and Applications in Computer Science, Electronics and Industrial Engineering written by Marcelo V. García and published by Springer Nature. This book was released on 2021-04-20 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the Conference on Computer Science, Electronics and Industrial Engineering (CSEI 2020), held in Ambato in October 2020, with participants from 15 countries and guest speakers from Chile, Colombia, France, Japan, Spain, Portugal, and USA. It discusses topics such as the use of metaheuristic for non-deterministic problem solutions, software architectures for supporting e-government initiatives, and the use of electronics in e-learning and industrial environments. It also includes contributions illustrating how new approaches on these converging research areas are impacting the development of human societies around the world into Society 5.0. As such, it is a valuable resource for scholars and practitioners alike.
Book Synopsis Computer Science – CACIC 2018 by : Patricia Pesado
Download or read book Computer Science – CACIC 2018 written by Patricia Pesado and published by Springer. This book was released on 2019-05-20 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 24th Argentine Congress on Computer Science, CACIC 2018, held in Tandil, Argentina, in October 2018. The 26 papers presented in this volume were carefully reviewed and selected from a total of 155 submissions. They were organized in topical sections named: Agents and Systems; Distributed and Parallel Processing; Technology Applied to Education; Graphic Computation, Images and Visualization; Software Engineering; Databases and Data Mining; Hardware Architectures, Networks, and Operating Systems; Innovation in Software Systems; Signal Processing and Real-Time Systems; Computer Security; Innovation in Computer Science Education; and Digital Governance and Smart Cities.
Book Synopsis Data Mining and Business Analytics with R by : Johannes Ledolter
Download or read book Data Mining and Business Analytics with R written by Johannes Ledolter and published by John Wiley & Sons. This book was released on 2013-05-28 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collecting, analyzing, and extracting valuable information from a large amount of data requires easily accessible, robust, computational and analytical tools. Data Mining and Business Analytics with R utilizes the open source software R for the analysis, exploration, and simplification of large high-dimensional data sets. As a result, readers are provided with the needed guidance to model and interpret complicated data and become adept at building powerful models for prediction and classification. Highlighting both underlying concepts and practical computational skills, Data Mining and Business Analytics with R begins with coverage of standard linear regression and the importance of parsimony in statistical modeling. The book includes important topics such as penalty-based variable selection (LASSO); logistic regression; regression and classification trees; clustering; principal components and partial least squares; and the analysis of text and network data. In addition, the book presents: A thorough discussion and extensive demonstration of the theory behind the most useful data mining tools Illustrations of how to use the outlined concepts in real-world situations Readily available additional data sets and related R code allowing readers to apply their own analyses to the discussed materials Numerous exercises to help readers with computing skills and deepen their understanding of the material Data Mining and Business Analytics with R is an excellent graduate-level textbook for courses on data mining and business analytics. The book is also a valuable reference for practitioners who collect and analyze data in the fields of finance, operations management, marketing, and the information sciences.
Book Synopsis SEGMENTACION de MERCADOS con Redes Neuronales, Cluster y Mineria de Datos by : Jesus Prieto
Download or read book SEGMENTACION de MERCADOS con Redes Neuronales, Cluster y Mineria de Datos written by Jesus Prieto and published by Createspace Independent Pub. This book was released on 2013-02-13 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: La clasificación de las técnicas de segmentación de mercados distingue entre técnicas predictivas, en las que las variables que intervienen en el proceso pueden clasificarse inicialmente en dependientes e independientes (similares a las técnicas del análisis de la dependencia o métodos explicativos del análisis multivariante) y técnicas descriptivas, en las que todas las variables tienen inicialmente el mismo estatus (similares a las técnicas del análisis de la interdependencia o métodos descriptivos del análisis multivariante). Las técnicas predictivas de segmentación especifican el modelo para los datos en base a un conocimiento teórico previo. El modelo supuesto para los datos debe contrastarse después del proceso de minería de datos antes de aceptarlo como válido. En algunos casos, el modelo se obtiene como mezcla del conocimiento obtenido antes y después de la segmentación y también debe contrastarse antes de aceptarse como válido. Por ejemplo, las redes neuronales permiten descubrir modelos complejos y afinarlos a medida que progresa la exploración de los datos. Gracias a su capacidad de aprendizaje, permiten descubrir relaciones complejas entre variables sin ninguna intervención externa. Podemos incluir entre estas técnicas todas las técnicas de segmentación en las que subyace un modelo (modelos de elección discreta, análisis discriminante, árboles de decisión, redes neuronales, análisis conjunto, etc.) Estas técnicas también se denominan técnicas de clasificación ya que permiten extraer perfiles de comportamiento o clases, siendo el objetivo construir un modelo que permita clasificar cualquier nuevo dato en una de las clases.En las técnicas descriptivas no se asigna ningún papel predeterminado a las variables. No se supone la existencia de variables dependientes ni independientes y tampoco se supone la existencia de un modelo previo para los datos. Los modelos se crean automáticamente partiendo del reconocimiento de patrones. En este grupo se incluyen las técnicas de clustering y las técnicas de reducción de la dimensión (escalamiento multidimensonal, correspondencias, etc.) En este libro se tratan las técnicas de segmentación de mercados basadas en redes neuronales, análisis clúster y Minería de Datos
Book Synopsis Arqueología computacional by : Diego Jiménez Badillo
Download or read book Arqueología computacional written by Diego Jiménez Badillo and published by . This book was released on 2017 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presentación -- Introducción / Diego Jiménez-Badillo -- Arqueología cuantitativa : más allá de una simple técnica / Joan Antón Barceló -- La arqueología y las máquinas para pensar / Joan Antón Barceló y Florencia del Castillo -- El papel de la simulación en la arqueología actual / Xavier Rubio-Campillo -- El análisis de imágenes multiespectrales para el estudio de mapas históricos : el ejemplo del mapa del mundo de Henricus Martellus conservado en Yale / Chet Van Duzer -- Tecnología digital aplicada al registro de los contextos arqueológicos localizados por el Proyecto Templo Mayor / Michelle De Anda Rogel, Diego Matadamas, Fernando Carrizosa -- Érika Lucero Robles Cortés e Israel Elizalde Mendez -- Aspectos metodológicos para el estudio de un petroglifo descontextualizado combinando métodos etnográficos y virtuales / Benito Vilas-Estévez, Alia Vázquez-Martínez y Miguel Carrero-Pazos -- Generación de datos 3D con sistemas ópticos de medición de corto alcance / Vera Moitinho de Almeida y Dirk Rieke-Zapp -- Clasificación automática de fragmentos de vasijas arqueológicas mediante el modelo Bolsa de Palabras / Diego Jiménez-Badillo y Edgar Román-Rangel -- Análisis estadísticos para determinar el grado de estandarización y las unidades de medida en la producción cerámica / Miguel Busto-Zapico -- Aplicación de agrupamiento espectral para analizar una colección de máscaras arqueológicas / Diego Jiménez-Badillo y Salvador Ruiz-Correa -- MAAYA : multimedia methods to support Maya epigraphic analysis / Daniel Gatica-Perez, Gulcan Can, Rui Hu, Stephane Marchand-Maillet, Jean-Marc Odobez, Carlos Pallan Gayol y Edgar Roman-Rangel -- El análisis espacial en arqueología : avanzar hacia nuevos territorios / Philip Verhagen -- Cruzando fronteras en humanidades digitales : análisis geográfico de textos de interés histórico y arqueológico con sistemas de información geográfica / Patricia Murrieta-Flores e Ian Gregory -- Una división esquemática de estrategias de aprendizaje relevantes para el patrimonio cultural basadas en juegos digitales / Erik Champion -- Museología virtual : interactividad y experimentación en la exposición / Viviana Barneche Naya y Luis Antonio Hernández Ibáñez -- Criterios para el diseño de instalaciones museísticas basadas en interfaces naturales / Luis Antonio Hernández Ibáñez y Viviana Barneche Naya -- Exploración del patrimonio cultural a través de interfaces tangibles en la red / Javier Pereda -- Goce y conocimiento : el Códice de Dresde en un soporte digital / Juan Carlos Jiménez Abarca -- Sobre los autores
Book Synopsis Cloud Computing, Big Data & Emerging Topics by : Marcelo Naiouf
Download or read book Cloud Computing, Big Data & Emerging Topics written by Marcelo Naiouf and published by Springer. This book was released on 2021-08-17 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the 9th International Conference on Cloud Computing, Big Data & Emerging Topics, JCC-BD&ET 2021, held in La Plata, Argentina*, in June 2021. The 12 full papers and 2 short papers presented were carefully reviewed and selected from a total of 37 submissions. The papers are organized in topical sections on parallel and distributed computing; machine and deep learning; big data; web and mobile computing; visualization.. *The conference was held virtually due to the COVID-19 pandemic.
Author :Food and Agriculture Organization of the United Nations Publisher :Food & Agriculture Org. ISBN 13 :9251096198 Total Pages :76 pages Book Rating :4.2/5 (51 download)
Book Synopsis VOLUNTARY GUIDELINES ON NATIONAL FOREST MONITORING by : Food and Agriculture Organization of the United Nations
Download or read book VOLUNTARY GUIDELINES ON NATIONAL FOREST MONITORING written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2018-06-27 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: National information needs on forests have grown considerably in recent years, evolving from forest area and growing stock information to key aspects of sustainable forest management, such as the role of forests in the conservation of biodiversity and the provision of other ecosystem services. More recently, information on changes in carbon stocks, socio-economic aspects including the contribution to livelihoods and poverty reduction, governance and broader land use issues has become critical for national planning.
Author :Bruce L. Bowerman Publisher :South Western Educational Publishing ISBN 13 :9780534379698 Total Pages :0 pages Book Rating :4.3/5 (796 download)
Book Synopsis Forecasting and Time Series by : Bruce L. Bowerman
Download or read book Forecasting and Time Series written by Bruce L. Bowerman and published by South Western Educational Publishing. This book was released on 1993 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Third Edition of FORECASTING AND TIME SERIES illustrates the importance of forecasting and the various statistical techniques that can be used to produce forecasts. Bruce L. Bowerman and Richard T. O'Connell clearly demonstrate the necessity of using forecasts to make intelligent decisions in marketing, finance, personnel management, production scheduling, process control, and strategic management.
Book Synopsis Identity in Narrative by : Anna De Fina
Download or read book Identity in Narrative written by Anna De Fina and published by John Benjamins Publishing. This book was released on 2003-10-27 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents both an analysis of how identities are built, represented and negotiated in narrative, as well as a theoretical reflection on the links between narrative discourse and identity construction. The data for the book are Mexican immigrants' personal experience narratives and chronicles of their border crossings into the United States. Embracing a view of identity as a construct firmly grounded in discourse and interaction, the author examines and illustrates the multiple threads that connect the local expression and negotiation of identity to the wider social contexts that frame the experience of migration, from material conditions of life in the United States to mainstream discourses about race and color. The analysis reveals how identities emerge in discourse through the interplay of different levels of expression, from implicit adherence to narrative styles and ways of telling, to explicit negotiation of membership categories.
Book Synopsis The Handbook of Urban Morphology by : Karl Kropf
Download or read book The Handbook of Urban Morphology written by Karl Kropf and published by John Wiley & Sons. This book was released on 2018-04-02 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conceived as a practical manual of morphological analysis, The Handbook of Urban Morphology focuses on the form, structure and evolution of human settlements – from villages to metropolitan regions. It is the first book in any language focused on specific, up-to-date ‘how-to’ guidance , with clear summaries of the central concepts, step-by-step instructions for carrying out the analysis, case studies illustrating specific applications and discussion of theoretical underpinnings tied to evidence from the field. Ideal for students as well as professionals and academics dealing with the built environment.
Download or read book Machine Learning written by and published by BoD – Books on Demand. This book was released on 2021-12-22 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent times are witnessing rapid development in machine learning algorithm systems, especially in reinforcement learning, natural language processing, computer and robot vision, image processing, speech, and emotional processing and understanding. In tune with the increasing importance and relevance of machine learning models, algorithms, and their applications, and with the emergence of more innovative uses–cases of deep learning and artificial intelligence, the current volume presents a few innovative research works and their applications in real-world, such as stock trading, medical and healthcare systems, and software automation. The chapters in the book illustrate how machine learning and deep learning algorithms and models are designed, optimized, and deployed. The volume will be useful for advanced graduate and doctoral students, researchers, faculty members of universities, practicing data scientists and data engineers, professionals, and consultants working on the broad areas of machine learning, deep learning, and artificial intelligence.
Book Synopsis INTRODUCTION TO DATA MINING WITH CASE STUDIES by : G. K. GUPTA
Download or read book INTRODUCTION TO DATA MINING WITH CASE STUDIES written by G. K. GUPTA and published by PHI Learning Pvt. Ltd.. This book was released on 2014-06-28 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of data mining provides techniques for automated discovery of valuable information from the accumulated data of computerized operations of enterprises. This book offers a clear and comprehensive introduction to both data mining theory and practice. It is written primarily as a textbook for the students of computer science, management, computer applications, and information technology. The book ensures that the students learn the major data mining techniques even if they do not have a strong mathematical background. The techniques include data pre-processing, association rule mining, supervised classification, cluster analysis, web data mining, search engine query mining, data warehousing and OLAP. To enhance the understanding of the concepts introduced, and to show how the techniques described in the book are used in practice, each chapter is followed by one or two case studies that have been published in scholarly journals. Most case studies deal with real business problems (for example, marketing, e-commerce, CRM). Studying the case studies provides the reader with a greater insight into the data mining techniques. The book also provides many examples, review questions, multiple choice questions, chapter-end exercises and a good list of references and Web resources especially those which are easy to understand and useful for students. A number of class projects have also been included.
Book Synopsis Teaching Tech Together by : Greg Wilson
Download or read book Teaching Tech Together written by Greg Wilson and published by CRC Press. This book was released on 2019-10-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hundreds of grassroots groups have sprung up around the world to teach programming, web design, robotics, and other skills outside traditional classrooms. These groups exist so that people don't have to learn these things on their own, but ironically, their founders and instructors are often teaching themselves how to teach. There's a better way. This book presents evidence-based practices that will help you create and deliver lessons that work and build a teaching community around them. Topics include the differences between different kinds of learners, diagnosing and correcting misunderstandings, teaching as a performance art, what motivates and demotivates adult learners, how to be a good ally, fostering a healthy community, getting the word out, and building alliances with like-minded groups. The book includes over a hundred exercises that can be done individually or in groups, over 350 references, and a glossary to help you navigate educational jargon.
Author :Natarajan Meghanathan Publisher :Springer Science & Business Media ISBN 13 :3642315992 Total Pages :712 pages Book Rating :4.6/5 (423 download)
Book Synopsis Advances in Computing and Information Technology by : Natarajan Meghanathan
Download or read book Advances in Computing and Information Technology written by Natarajan Meghanathan and published by Springer Science & Business Media. This book was released on 2012-08-13 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: The international conference on Advances in Computing and Information technology (ACITY 2012) provides an excellent international forum for both academics and professionals for sharing knowledge and results in theory, methodology and applications of Computer Science and Information Technology. The Second International Conference on Advances in Computing and Information technology (ACITY 2012), held in Chennai, India, during July 13-15, 2012, covered a number of topics in all major fields of Computer Science and Information Technology including: networking and communications, network security and applications, web and internet computing, ubiquitous computing, algorithms, bioinformatics, digital image processing and pattern recognition, artificial intelligence, soft computing and applications. Upon a strength review process, a number of high-quality, presenting not only innovative ideas but also a founded evaluation and a strong argumentation of the same, were selected and collected in the present proceedings, that is composed of three different volumes.
