Download PDF Data Mining Applications with RBy Yanchang Zhao, Yonghua Cen
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Data Mining Applications with RBy Yanchang Zhao, Yonghua Cen
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Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government, finance, insurance, medicine, scientific research and more.
This book presents 15 different real-world case studies illustrating various techniques in rapidly growing areas. It is an ideal companion for data mining researchers in academia and industry looking for ways to turn this versatile software into a powerful analytic tool. The book
- Helps data miners to learn to use R in their specific area of work and see how R can apply in different industries
- Presents various case studies in real-world applications, which will help readers to apply the techniques in their work
- Provides code examples and sample data for readers to easily learn the techniques by running the code by themselves
- Sales Rank: #989979 in Books
- Brand: Brand: Academic Press
- Published on: 2013-12-26
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x 1.06" w x 7.52" l, 2.55 pounds
- Binding: Hardcover
- 514 pages
- Used Book in Good Condition
Review
"The book contains a wealth of modern material that should be covered in more depth in statistics courses: for example, missing data, outlier detection, missing imputation, correlation coefficient matrices, principles of model selection, text mining, and decision trees…The book has many hot and recent packages; many are written or have theory based on results developed since 2010."--MAA.org, April 23, 2014 "Zhao and Cen present 15 real-world applications of data mining with the open-source statistics software R. Each application covers the business background, and problems, data extraction and exploitation, data preprocessing, modeling, model evaluation, findings, and model deployment. They involve a diverse set of challenging problems in terms of data size, data type, data mining goals, and the methodologies and tools to carry out the analysis."--ProtoView.com, February 2014
From the Author
This book presents 15 real-world applications on data mining with R. Each application is presented as one chapter, covering business background and problems, data extraction and exploration, data preprocessing, modeling, model evaluation, findings and model deployment.
R code, Data and color figures for the book are provided at the RDataMining.com website.
Table of Contents
- Foreword
Graham Williams
- Chapter 1 Power Grid Data Analysis with R and Hadoop
Terence Critchlow, Ryan Hafen, Tara Gibson and Kerstin Kleese van Dam
- Chapter 2 Picturing Bayesian Classifiers: A Visual Data Mining Approach to Parameters Optimization
Giorgio Maria Di Nunzio and Alessandro Sordoni
- Chapter 3 Discovery of emergent issues and controversies in Anthropology using text mining, topic modeling and social network analysis of microblog content
Ben Marwick
- Chapter 4 Text Mining and Network Analysis of Digital Libraries in R
Eric Nguyen
- Chapter 5 Recommendation systems in R
Saurabh Bhatnagar
- Chapter 6 Response Modeling in Direct Marketing: A Data Mining Based Approach for Target Selection
Sadaf Hossein Javaheri, Mohammad Mehdi Sepehri and Babak Teimourpour
- Chapter 7 Caravan Insurance Policy Customer Profile Modeling with R Mining
Mukesh Patel and Mudit Gupta
- Chapter 8 Selecting Best Features for Predicting Bank Loan Default
Zahra Yazdani, Mohammad Mehdi Sepehri and Babak Teimourpour
- Chapter 9 A Choquet Ingtegral Toolbox and its Application in Customer's Preference Analysis
Huy Quan Vu, Gleb Beliakov and Gang Li
- Chapter 10 A Real-Time Property Value Index based on Web Data
Fernando Tusell, Maria Blanca Palacios, María Jesús Bárcena and Patricia Menéndez
- Chapter 11 Predicting Seabed Hardness Using Random Forest in R
Jin Li, Justy Siwabessy, Zhi Huang, Maggie Tran and Andrew Heap
- Chapter 12 Supervised classification of images, applied to plankton samples using R and zooimage
Kevin Denis and Philippe Grosjean
- Chapter 13 Crime analyses using R
Madhav Kumar, Anindya Sengupta and Shreyes Upadhyay
- Chapter 14 Football Mining with R
Maurizio Carpita, Marco Sandri, Anna Simonetto and Paola Zuccolotto
- Chapter 15 Analyzing Internet DNS(SEC) Traffic with R for Resolving Platform Optimization
Emmanuel Herbert, Daniel Migault, Stephane Senecal, Stanislas Francfort and Maryline Laurent
From the Back Cover
Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R in solving different problems in industry. Fifteen different real world case studies in hot topic areas are presented offering various techniques from experts in the field. With R becoming the most popular and widely used statistical software in learning data mining techniques across many different industries, this book is an essential resource for data mining researchers in academia and industry looking for ways to turn this versatile software into a powerful analytic tool.
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Ebook Rumi and His Friends: Stories of the Lovers of God Excerpts from the Manaqib al-'Arifin of AflakiFrom Fons Vitae
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Originally written by Ahmad Aflaki, a devoted follower of the grandson of Rumi, this translation relates anecdotes of the life of Mevlana Jalaluddin Rumi, his father, wife, sons, and daughter and his relationship with Shams of Tabriz and other close companions and disciples. These stories are all based on the oral traditions of the early days of the founding of the Mevlevi Order and double as teaching stories that illuminate the way of the dervish. Spiritual seekers can benefit from this glimpse into the community surrounding Rumi and the wisdom conveyed through interactions with him. Many selections include beautiful passages from his poetry, and each selection is titled to assist in orienting the reader and enhancing comprehension of meaning.
- Sales Rank: #1891772 in Books
- Published on: 2013-07-01
- Original language: English
- Number of items: 1
- Dimensions: 9.00" h x 6.00" w x 1.25" l, 1.15 pounds
- Binding: Paperback
- 330 pages
Review
“Rumi is the most popular poetic voice in America today. But if he is the king of poetry, Shams of Tabriz is the power behind the throne. What Rumi points to, indicates, refers to, is here—in the words of his intimate friend and ruthless, infinitely mysterious master. Shams’ words shock and stun, amaze with their inspiration, tear apart the veils of our expectations about what spiritual life should be, bring us to the dazzling stillness that Rumi spun around in his longing. When you have found Shams of Tabriz, you know there is nowhere else you need to go.” —Peter Kingsley, author, In the Dark Places of Wisdom, on Rumi’s Sun
“Camille Helminski’s fresh translations strip time away for English-language readers, bringing us face to face with Meaning. Even the occasional browsers will be struck by the clarity and insight of this Message.” —Michael Wolfe, author, One Thousand Roads to Mecca, on The Light of Dawn
“A valuable addition to Sufi literature and women’s spiritual studies. Camille Helminski awakens us to the important contribution of women to this mystical tradition.” —Llewellyn Vaughan-Lee, PhD, author, Sufism: The Transformation of the Heart, on Women of Sufism
About the Author
Camille Adams Helminski is codirector and cofounder of the Threshold Society and the author of The Light of Dawn, Rumi’s Sun: The Teachings of Shams of Tabriz, The Rumi Daybook, and Women of Sufism: A Hidden Treasure. She has cotranslated a number of volumes of Sufi literature, including the Sufi classic Awakened Dreams and Jewels of Remembrance. She lives in Watsonville, California. Susan Blaylock is a translator.
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Title: Nightwatch( A Practical Guide to Viewing the Universe) Binding: Spiral Author: TerenceDickinson Publisher: FireflyBooks
- Sales Rank: #1766844 in Books
- Published on: 2006-09-12
- Binding: Spiral-bound
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// Sobre el libro:
Cecilia Palmeiro estudia las marcas de una de las tradiciones más vitales de la literatura latinoamericana: el neobarroso. El libro sigue a Néstor Perlongher, su poderoso tráfico de lecturas e influencias literarias y políticas, que arranca en la década del setenta en Buenos Aires, pertrecha el debate cultural y político de Brasil en los ochenta y vuelve a Buenos Aires, primero en las intervenciones de la postdictadura y, a fines de los noventa, reelaborado por una generación de poetas, agitadores culturales y editores.
“En tanto poeta, zas, novelista”, le gustaba decir a Osvaldo Lamborghini: a ese pasaje que casi no se puede medir en el tiempo o a las preguntas que implica, al paso del verso a la prosa, del poema a la aventura, de la fotocopia al libro industrial apunta “Desbunde y felicidad”. El objeto de estudio de su último y extenso capítulo, que instaura el pasado inmediato y el tiempo cero del libro, parece ser el puñado de novelas de unos poetas (Cucurto, Dalia Rosetti, Gabriela Bejerman, Pablo Pérez, Dani Umpi) y de un guionista inconcluso (Alejandro López), y los cuentos de Cecilia Pavón. Pero “Desbunde y felicidad” no se detiene ahí. Por el desfiladero de esas escrituras, de sus operaciones de producción y circulación, llega a un lugar extraño y compacto: un pequeño espacio de intercambios amistosos que en la potente succión del cambio de siglo en la Argentina redescubren y fundan una política de la lengua y de los cuerpos, y un mercado que oscila entre la industria y la feria. En ese proceso discute las preguntas que le dan sentido a la instalación de un canon y abre una perspectiva para leer una literatura rioplatense que nos es estrictamente contemporánea.
// Sobre la autora:
Cecilia Palmeiro nació en Buenos Aires. Estudió Letras y enseñó Semiología, Teoría Literaria y Estudios Culturales en la Universidad de Buenos Aires. Es Doctora en Literatura Latinoamericana por la Universidad de Princeton, especializada en literaturas argentina y brasileña contemporáneas. Ha publicado traducciones y ensayos de literatura argentina y brasileña en la Argentina, Brasil, Estados Unidos y México. Enseñó Estudios Latinoamericanos Contemporáneos en Birkbeck, Universidad de Londres. Actualmente es becaria postdoctoral del CONICET (Argentina) y profesora de Teorías Contemporáneas en la Universidad de Tres de Febrero. “Desbunde y felicidad. De la cartonera a Perlongher” fue publicado por primera vez en 2011, y será editado en Brasil por la Editora de la Universidade Estadual de Rio de Janeiro en 2014. Su segundo libro, “Políticas de la amistad: Correspondencia reunida de Néstor Perlongher”, saldrá en 2013 por Mansalva.
- Sales Rank: #2061445 in eBooks
- Published on: 2013-07-15
- Released on: 2013-07-15
- Format: Kindle eBook
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Attempts to show what happened to slavery in an urban environment and to reconstruct the texture of life of the Negroes who lived in bondage in the cities.
- Sales Rank: #1126919 in Books
- Published on: 1967-12-31
- Original language: English
- Number of items: 1
- Dimensions: 8.00" h x .73" w x 5.38" l, 1.09 pounds
- Binding: Paperback
- 352 pages
Review
"A thoroughly researched and carefully written piece of work....A book of great merit."--Journal of American History
"An original and illuminating study showing both the diversity of the slavery system and the irrepressibility of the Negro demand for freedom and equality."--Arthur Schlesinger, Jr., City University of New York Graduate School
About the Author
Richard C. Wade is at the City University of New York Graduate School.
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PDF Ebook The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt
PDF Ebook The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt
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The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt
PDF Ebook The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt
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The Eye of Shiva represents the all-seeing eye "which can penetrate to the hidden levels of existence impervious to normal sight." In this original and visionary book, Amaury de Riencourt argues that man has reached a watershed in history where these "hidden levels of existence ' will become available to all of us.
The key event is the impending convergence of Eastern mysticism and Western science brought about by revolutionary development in physics. Since the emergence of the "New Physics," mechanical models of the universe have lost their use. Western scientists looking for a new philosophical model of the universe are discovering a framework that mystics have used for millennia.
Amaury de Riencourt maintains that the "higher state of consciousness" of the mediating yogi, the enlightenment' of Eastern mysticism, is not a dream state but a true description of reality. He believes that this consciousness, symbolized by the Eye of Shiva, con provide the appropriate model for further research in physics. Furthermore, he argues that this "hidden level of existence" can unite Eastern and Western traditions and end forever the dualism of Western thought.
The Eye of Shiva is an investigation of the Western scientific and Eastern mystical traditions and a demonstration that the mysticism of the East is as "scientific" as the physics of the West. This is a lucid, provocative, and radical book with the power to challenge and perhaps even change our ways of thinking.
The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt PDF
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The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt PDF
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The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt PDF
The Eye of Shiva: Eastern Mysticism and ScienceBy Amaury de Riencourt PDF