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 Data scenarios and connect it with the emerging paradigms of IoT and edge computing, where the end points generate Smart Data without completely relying on the cloud. Finally, this book provides some novel areas of study that are gathering a deeper attention on the Big Data preprocessing. Specifically, it considers the relation with Deep Learning (as of a technique that also relies in large volumes of data), the difficulty of finding the appropriate selection and concatenation of preprocessing techniques applied and some other open problems. Practitioners and data scientists who work in this field, and want to introduce themselves to preprocessing in large data volume scenarios will want to purchase this book. Researchers that work in this field, who want to know which algorithms are currently implemented to help their investigations, may also be interested in this book.

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 Data scenarios and connect it with the emerging paradigms of IoT and edge computing, where the end points generate Smart Data without completely relying on the cloud. Finally, this book provides some novel areas of study that are gathering a deeper attention on the Big Data preprocessing. Specifically, it considers the relation with Deep Learning (as of a technique that also relies in large volumes of data), the difficulty of finding the appropriate selection and concatenation of preprocessing techniques applied and some other open problems. Practitioners and data scientists who work in this field, and want to introduce themselves to preprocessing in large data volume scenarios will want to purchase this book. Researchers that work in this field, who want to know which algorithms are currently implemented to help their investigations, may also be interested in this book.

"Washington is called the father of his country; the same may be said of Bol!var and Hidalgo; but I am only a bandit, according to the yardstick by which the strong and the weak are measured."--Augusto C. Sandino. For the first time in English, here are the impassioned words of the remarkable Nicaraguan hero and martyr Augusto C. Sandino, for whom the recent revolutionary regime was named. From 1927 until 1933 American Marines fought a bitter jungle war in Nicaragua, with Sandino as their guerrilla foe. This artisan and farmer turned soldier was an unexpectedly formidable military threat to one of the succession of regimes that the United States had imposed on that country beginning in 1909. He was also the creator of a deeply patriotic language of protest--eloquent, often naive, sometimes cruel, and always defiant. The documents in this volume, presented chronologically, constitute a spontaneous autobiography, a record not only of Sandino's adventurous life but also of a crucial and often overlooked aspect of the relationship between Nicaragua and the United States. Emblematic of the deep-rooted U.S. entanglement in Nicaraguan affairs is the fact that Anastasio Somoza, who assassinated Sandino in 1934, was the father of the Somoza overthrown by the Sandinistas in 1979. By 1933 Sandino's guerrilla army had at last forced the departure of the American Marines from Nicaragua, and in that same year he had negotiated a peace agreement with the new president, Juan Bautista Sacasa. Sacasa granted Sandino and a hundred followers a large tract of government land to establish an agricultural cooperative, and Sandino agreed to partial disarmament of of his men. But a year later he was seized near the presidential mansion by solders of Somoza's National Guard and assassinated with two of his generals. The National Guard then attacked and destroyed his cooperative. Both before and after Sandino's brutal assassination, Somoza tried to discredit the idiosyncratic blend of political, religious, and theosophical ideas through which Sandino inspired his soldiers. Included among the documents here are expressions not only of Sandino's military preoccupations and of his philosophy but also of his practical concerns about worker organization and legislation, the rights of women and children, the protection and development of Nicaragua's Indians, Central American unification, construction of a Nicaraguan canal for the benefit of Nicaraguans and the world in general, Indo-Hispanic cooperation, and land reform. This work, which is based on the two-volume Spanish edition compiled by Sergio Ramirez, includes an introduction by Robert Conrad setting Sandino's life in historical context. Originally published in 1990. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

"Washington is called the father of his country; the same may be said of Bol var and Hidalgo; but I am only a bandit, according to the yardstick by which the strong and the weak are measured."--Augusto C. Sandino.

For the first time in English, here are the impassioned words of the remarkable Nicaraguan hero and martyr Augusto C. Sandino, for whom the recent revolutionary regime was named. From 1927 until 1933 American Marines fought a bitter jungle war in Nicaragua, with Sandino as their guerrilla foe. This artisan and farmer turned soldier was an unexpectedly formidable military threat to one of the succession of regimes that the United States had imposed on that country beginning in 1909. He was also the creator of a deeply patriotic language of protest--eloquent, often naive, sometimes cruel, and always defiant. The documents in this volume, presented chronologically, constitute a spontaneous autobiography, a record not only of Sandino's adventurous life but also of a crucial and often overlooked aspect of the relationship between Nicaragua and the United States.

Emblematic of the deep-rooted U.S. entanglement in Nicaraguan affairs is the fact that Anastasio Somoza, who assassinated Sandino in 1934, was the father of the Somoza overthrown by the Sandinistas in 1979. By 1933 Sandino's guerrilla army had at last forced the departure of the American Marines from Nicaragua, and in that same year he had negotiated a peace agreement with the new president, Juan Bautista Sacasa. Sacasa granted Sandino and a hundred followers a large tract of government land to establish an agricultural cooperative, and Sandino agreed to partial disarmament of of his men. But a year later he was seized near the presidential mansion by solders of Somoza's National Guard and assassinated with two of his generals. The National Guard then attacked and destroyed his cooperative.

Both before and after Sandino's brutal assassination, Somoza tried to discredit the idiosyncratic blend of political, religious, and theosophical ideas through which Sandino inspired his soldiers. Included among the documents here are expressions not only of Sandino's military preoccupations and of his philosophy but also of his practical concerns about worker organization and legislation, the rights of women and children, the protection and development of Nicaragua's Indians, Central American unification, construction of a Nicaraguan canal for the benefit of Nicaraguans and the world in general, Indo-Hispanic cooperation, and land reform. This work, which is based on the two-volume Spanish edition compiled by Sergio Ramirez, includes an introduction by Robert Conrad setting Sandino's life in historical context.

Originally published in 1990.

The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These paperback editions preserve the original texts of these important books while presenting them in durable paperback editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

"Leer este libro, en el que estoy tan acompanado, es como volar con Sergio, formar parte de un milagro. Siempre crei que gastaba bromas cuando me llamaba Juan de Juanes. Despues, cuando lei este libro, embobado, maravillado de su magia, comprobe que habia convertido esa broma aparente en una magia como de Borges: todo lo que parece es, y a veces es tambien lo que deja de parecer. Lei este libro con el entusiasmo asustado: como de lo que para otros hubiera sido un celaje, un avistamiento, en Sergio Ramirez es una metafora sobre la tierra, una luz. Cuando lean este libro entenderan hasta que punto la palabra magia, como las palabras Borges o Cortazar, no son exageraciones ni adjetivos, es el sustantivo que mejor define el estilo aereo, volatil y profundo como la piel, de Sergio Ramirez." Juan Cruz Ruiz

"Adios Muchachos" is a candid insider's account of the leftist Sandinista revolution in Nicaragua. During the 1970s, Sergio Ramirez led prominent intellectuals, priests, and business leaders to support the Sandinista National Liberation Front (FSLN), against Anastasio Somoza's dictatorship. After the Sandinistas overthrew the Somoza regime in 1979, Ramirez served as vice-president under Daniel Ortega from 1985 until 1990, when the FSLN lost power in a national election. Disillusioned by his former comrades' increasing intolerance of dissent and resistance to democratization, Ramirez defected from the Sandinistas in 1995 and founded the Sandinista Renovation Movement. In "Adios Muchachos," he describes the utopian aspirations for liberation and reform that motivated the Sandinista revolution against the Somoza regime, as well as the triumphs and shortcomings of the movement's leadership as it struggled to turn an insurrection into a government, reconstruct a country beset by poverty and internal conflict, and defend the revolution against the Contras, an armed counterinsurgency supported by the United States. "Adios Muchachos" was first published in 1999. Based on a later edition, this translation includes Ramirez's thoughts on more recent developments, including the re-election of Daniel Ortega as president in 2006.

Len, Nicaragua, 1907. During a tribute he delivers during his triumphal return to his native city, Rubn Daro writes on the fan of a little girl one of his most famous poems, "Margarita, How Beautiful the Sea."

In 1956 in a cafe in Len, a group of literati gather, dedicated, among other things, to the rigorous reconstruction of the legend surrounding Daro-but also to conspire. There will be an attempt against dictator Somoza's life, and that little girl with the fan a half-century before will not be a disinterested party.

In Margarita, How Beautiful the Sea, Sergio Ramrez encompasses, in a complete metaphor of reality and legend, the entire history of his country. The narrative moves along paths fifty years apart, which inevitably converge. The story becomes a fascinating exercise on the power of memory, on the influence of the past, fictitious or not, in the finality of reality.

Sergio Ramrez is a leading Nicaraguan writer and intellectual who served in the Junta of National Reconstruction and as vice president of the country from 1984 until 1990. He is the author of over thirty books, among them nine works of fiction, and he is the recipient of numerous honors, including the L'Ordre du Chevalier des Arts et des Lettres in France.

Michael B. Miller, former professor of Spanish and Latin American literatures, holds a PhD from George Washington University. He has translated numerous works from Spanish, including A Place Called Milagro de la Paz by Manlio Argueta.