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Outliers

Outliers Book
Author : Malcolm Gladwell
Publisher : Penguin UK
Release : 2008-11-18
ISBN : 014190349X
File Size : 39,6 Mb
Language : En, Es, Fr and De

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Outliers Book PDF/Epub Download

From the bestselling author of Blink and The Tipping Point, Malcolm Gladwell's Outliers: The Story of Success overturns conventional wisdom about genius to show us what makes an ordinary person an extreme overachiever. Why do some people achieve so much more than others? Can they lie so far out of the ordinary? In this provocative and inspiring book, Malcolm Gladwell looks at everyone from rock stars to professional athletes, software billionaires to scientific geniuses, to show that the story of success is far more surprising, and far more fascinating, than we could ever have imagined. He reveals that it's as much about where we're from and what we do, as who we are - and that no one, not even a genius, ever makes it alone. Outliers will change the way you think about your own life story, and about what makes us all unique. 'Gladwell is not only a brilliant storyteller; he can see what those stories tell us, the lessons they contain' Guardian 'Malcolm Gladwell is a global phenomenon ... he has a genius for making everything he writes seem like an impossible adventure' Observer 'He is the best kind of writer - the kind who makes you feel like you're a genius, rather than he's a genius' The Times

Liars and Outliers

Liars and Outliers Book
Author : Bruce Schneier
Publisher : John Wiley & Sons
Release : 2012-01-27
ISBN : 1118239016
File Size : 20,6 Mb
Language : En, Es, Fr and De

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Liars and Outliers Book PDF/Epub Download

In today's hyper-connected society, understanding the mechanisms of trust is crucial. Issues of trust are critical to solving problems as diverse as corporate responsibility, global warming, and the political system. In this insightful and entertaining book, Schneier weaves together ideas from across the social and biological sciences to explain how society induces trust. He shows the unique role of trust in facilitating and stabilizing human society. He discusses why and how trust has evolved, why it works the way it does, and the ways the information society is changing everything.

The Outliers

The Outliers Book
Author : Kimberly McCreight
Publisher : HarperCollins
Release : 2016-05-03
ISBN : 0062359118
File Size : 21,6 Mb
Language : En, Es, Fr and De

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The Outliers Book PDF/Epub Download

From the New York Times bestselling author of Reconstructing Amelia comes a fast-paced teen series where one girl learns that in a world of intrigue, betrayal, and deeply buried secrets, it is vital to trust your instincts. It all starts with a text: Please, Wylie, I need your help. Wylie hasn’t heard from Cassie in over a week, not since their last fight. But that doesn’t matter. Cassie’s in trouble, so Wylie decides to do what she has done so many times before: save her best friend from herself. This time it’s different, though. Instead of telling Wylie where she is, Cassie sends cryptic clues. And instead of having Wylie come by herself, Jasper shows up saying Cassie sent him to help. Trusting the guy who sent Cassie off the rails doesn’t feel right, but Wylie has no choice but to ignore her gut instinct and go with him. But figuring out where Cassie is goes from difficult to dangerous, fast. As Wylie and Jasper head farther and farther north into the dense woods of Maine, Wylie struggles to control her growing sense that something is really wrong. What isn’t Cassie telling them? And could finding her be only the beginning? In this breakneck tale, New York Times bestselling author Kimberly McCreight brilliantly chronicles a fateful journey that begins with a single decision—and ends up changing everything.

Identification of Outliers

Identification of Outliers Book
Author : D. Hawkins
Publisher : Springer Science & Business Media
Release : 2013-04-17
ISBN : 9401539944
File Size : 39,5 Mb
Language : En, Es, Fr and De

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Identification of Outliers Book PDF/Epub Download

The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier theory, and identified new ones. The major results are, however, scattered amongst many journal articles, and for some time there has been a clear need to bring them together in one place. That was the original intention of this monograph: but during execution it became clear that the existing theory of outliers was deficient in several areas, and so the monograph also contains a number of new results and conjectures. In view of the enormous volume ofliterature on the outlier problem and its cousins, no attempt has been made to make the coverage exhaustive. The material is concerned almost entirely with the use of outlier tests that are known (or may reasonably be expected) to be optimal in some way. Such topics as robust estimation are largely ignored, being covered more adequately in other sources. The numerous ad hoc statistics proposed in the early work on the grounds of intuitive appeal or computational simplicity also are not discussed in any detail.

Ingredients of Outliers

Ingredients of Outliers Book
Author : John Shufeldt
Publisher : Unknown
Release : 2014-05-25
ISBN : 9781940288079
File Size : 38,8 Mb
Language : En, Es, Fr and De

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Ingredients of Outliers Book PDF/Epub Download

Ingredients of Outliers: Women Game Changers presents six remarkable women, whose bravery, innovation, and charisma pave the way for future generations: Environmental Journalist, Photographer, and adventurer, Sharon Guynup Award-Winning Novelist and one-of-a-kind creative, Jane Hamilton CPA, Attorney and powerhouse, Christine Jones Physician Assistant, mother of nine, and passionate lover of life, Jenny McClendon Ophthalmologist and multi-faceted humanitarian, Mildred M.G. Oliver Chief Justice, Attorney and passionate advocate, Marsha Ternus Get to know this diverse group of accomplished women, and let their expertise and self-leadership pave the path for your pursuit of excellence."

The Bomber Mafia

The Bomber Mafia Book
Author : Malcolm Gladwell
Publisher : Little, Brown
Release : 2021-04-27
ISBN : 0316296937
File Size : 29,6 Mb
Language : En, Es, Fr and De

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The Bomber Mafia Book PDF/Epub Download

A “truly compelling” (Good Morning America) New York Times bestseller that explores how technology and best intentions collide in the heat of war—from the creator and host of the podcast Revisionist History. In The Bomber Mafia, Malcolm Gladwell weaves together the stories of a Dutch genius and his homemade computer, a band of brothers in central Alabama, a British psychopath, and pyromaniacal chemists at Harvard to examine one of the greatest moral challenges in modern American history. Most military thinkers in the years leading up to World War II saw the airplane as an afterthought. But a small band of idealistic strategists, the “Bomber Mafia,” asked: What if precision bombing could cripple the enemy and make war far less lethal? In contrast, the bombing of Tokyo on the deadliest night of the war was the brainchild of General Curtis LeMay, whose brutal pragmatism and scorched-earth tactics in Japan cost thousands of civilian lives, but may have spared even more by averting a planned US invasion. In The Bomber Mafia, Gladwell asks, “Was it worth it?” Things might have gone differently had LeMay’s predecessor, General Haywood Hansell, remained in charge. Hansell believed in precision bombing, but when he and Curtis LeMay squared off for a leadership handover in the jungles of Guam, LeMay emerged victorious, leading to the darkest night of World War II. The Bomber Mafia is a riveting tale of persistence, innovation, and the incalculable wages of war.

Summary of Talking to Strangers by Malcolm Gladwell Free book by QuickRead com

Summary of  Talking to Strangers  by Malcolm Gladwell   Free book by QuickRead com Book
Author : QuickRead,Lea Schullery
Publisher : QuickRead.com
Release : 2023-01-31
ISBN : 0987650XXX
File Size : 27,8 Mb
Language : En, Es, Fr and De

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Summary of Talking to Strangers by Malcolm Gladwell Free book by QuickRead com Book PDF/Epub Download

Want more free books like this? Download our app for free at https://www.QuickRead.com/App and get access to hundreds of free book and audiobook summaries. Perfect for learning how humans are notoriously bad at judging strangers through the stories of high-profile cases like Sandra Bland and Amanda Knox. Combining academic research in sociology and psychology with journalism, Malcolm Gladwell continuously writes books that attempt to change society’s perceptions of social issues. Talking to Strangers is no different and discusses the implications of judging others without truly knowing or understanding one another. The book’s introduction and final chapter discuss the case of Sandra Bland, an African-American woman stopped by a white highway patrolman in 2015 who was later found dead in her cell by apparent suicide. Bland was arrested after a typical traffic stop escalated into a confrontation, and her death “is what happens when a society doesn’t know how to talk to strangers,” according to Gladwell. Throughout the book, Gladwell explores the nuances and intricacies of talking to strangers and shows how even experts trained in judgment and psychology lack the ability to predict how a stranger will behave. Covering high-profile cases like those of Sandra Bland and the Ponzi scheme of Bernie Madoff, Talking to Strangers will reveal how little you really know about the people that walk among you.

Outlier Analysis

Outlier Analysis Book
Author : Charu C. Aggarwal
Publisher : Springer
Release : 2016-12-10
ISBN : 3319475789
File Size : 55,6 Mb
Language : En, Es, Fr and De

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Outlier Analysis Book PDF/Epub Download

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can be organized into three categories: Basic algorithms: Chapters 1 through 7 discuss the fundamental algorithms for outlier analysis, including probabilistic and statistical methods, linear methods, proximity-based methods, high-dimensional (subspace) methods, ensemble methods, and supervised methods. Domain-specific methods: Chapters 8 through 12 discuss outlier detection algorithms for various domains of data, such as text, categorical data, time-series data, discrete sequence data, spatial data, and network data. Applications: Chapter 13 is devoted to various applications of outlier analysis. Some guidance is also provided for the practitioner. The second edition of this book is more detailed and is written to appeal to both researchers and practitioners. Significant new material has been added on topics such as kernel methods, one-class support-vector machines, matrix factorization, neural networks, outlier ensembles, time-series methods, and subspace methods. It is written as a textbook and can be used for classroom teaching.

Summary and Analysis of Outliers The Story of Success

Summary and Analysis of Outliers  The Story of Success Book
Author : Worth Books
Publisher : Open Road Media
Release : 2016-11-15
ISBN : 1504043146
File Size : 21,7 Mb
Language : En, Es, Fr and De

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Summary and Analysis of Outliers The Story of Success Book PDF/Epub Download

So much to read, so little time? This brief overview of Outliers tells you what you need to know—before or after you read Malcolm Gladwell’s book. Crafted and edited with care, Worth Books set the standard for quality and give you the tools you need to be a well-informed reader. This short summary and analysis of Outliers by Malcolm Gladwell includes: Historical context Chapter-by-chapter summaries Profiles of the main characters Important quotes Fascinating trivia Glossary of terms Supporting material to enhance your understanding of the original work About Outliers by Malcolm Gladwell: What makes high achievers, like Mark Zuckerberg, Bill Gates, and members of the Beatles so successful? Is it pure talent? Personal drive? An off-the-charts IQ? In Outliers, bestselling author Malcolm Gladwell explores the subject of success and argues that there is more to the story than individual exceptionalism. In addition to inherent talent or intelligence, there are other factors that have come into play for the innovators, artists, athletes, and prodigies who have become household names. Many who have attained rock-star status in their fields may have education, culture, access to a specific technology or opportunity, and ten thousand hours of practice to thank for their reaching their goals. Through a wide range of examples and anecdotes, learn what makes outliers so extraordinary. The summary and analysis in this ebook are intended to complement your reading experience and bring you closer to a great work of nonfiction.

Blink

Blink Book
Author : Malcolm Gladwell
Publisher : Back Bay Books
Release : 2007-04-03
ISBN : 0316005045
File Size : 54,7 Mb
Language : En, Es, Fr and De

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Blink Book PDF/Epub Download

From the #1 bestselling author of The Bomber Mafia, the landmark book that has revolutionized the way we understand leadership and decision making. In his breakthrough bestseller The Tipping Point, Malcolm Gladwell redefined how we understand the world around us. Now, in Blink, he revolutionizes the way we understand the world within. Blink is a book about how we think without thinking, about choices that seem to be made in an instant--in the blink of an eye--that actually aren't as simple as they seem. Why are some people brilliant decision makers, while others are consistently inept? Why do some people follow their instincts and win, while others end up stumbling into error? How do our brains really work--in the office, in the classroom, in the kitchen, and in the bedroom? And why are the best decisions often those that are impossible to explain to others? In Blink we meet the psychologist who has learned to predict whether a marriage will last, based on a few minutes of observing a couple; the tennis coach who knows when a player will double-fault before the racket even makes contact with the ball; the antiquities experts who recognize a fake at a glance. Here, too, are great failures of "blink": the election of Warren Harding; "New Coke"; and the shooting of Amadou Diallo by police. Blink reveals that great decision makers aren't those who process the most information or spend the most time deliberating, but those who have perfected the art of "thin-slicing"--filtering the very few factors that matter from an overwhelming number of variables.

The Scattering

The Scattering Book
Author : Kimberly McCreight
Publisher : HarperCollins
Release : 2017-05-02
ISBN : 0062359142
File Size : 32,8 Mb
Language : En, Es, Fr and De

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The Scattering Book PDF/Epub Download

New York Times bestselling author Kimberly McCreight raises the stakes in the second book of the heart-pounding Outliers trilogy, a uniquely speculative story about secrets, betrayal, and a world where one small group of people are blessed—or cursed—with an incredible power. Wylie may have escaped the camp in Maine, but she is far from safe. The best way for her to protect herself is to understand her ability, fast. But after spending a lifetime trying to ignore her own feelings, giving in to her ability to read other peoples’ emotions is as difficult as it is dangerous. And Wylie isn’t the only one at risk. Ever since they returned home, Jasper has been spiraling, wracked with guilt over what happened to Cassie. After all they’ve been through together, Wylie and Jasper would do anything for each other, but she doesn’t know if their bond is strong enough to overcome demons from the past. It is amid this uncertainty and fear that Wylie finds herself confronted with a choice. She was willing to do whatever it took to help Cassie, but is she prepared to go to the same extremes to help complete strangers . . . even if they are just like her?

Outliers in Control Engineering

Outliers in Control Engineering Book
Author : Paweł D. Domański,YangQuan Chen,Maciej Ławryńczuk
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2022-03-10
ISBN : 311072913X
File Size : 25,7 Mb
Language : En, Es, Fr and De

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Outliers in Control Engineering Book PDF/Epub Download

Outliers play an important, though underestimated, role in control engineering. Traditionally they are unseen and neglected. In opposition, industrial practice gives frequent examples of their existence and their mostly negative impacts on the control quality. The origin of outliers is never fully known. Some of them are generated externally to the process (exogenous), like for instance erroneous observations, data corrupted by control systems or the effect of human intervention. Such outliers appear occasionally with some unknow probability shifting real value often to some strange and nonsense value. They are frequently called deviants, anomalies or contaminants. In most cases we are interested in their detection and removal. However, there exists the second kind of outliers. Quite often strange looking data observations are not artificial data occurrences. They may be just representatives of the underlying generation mechanism being inseparable internal part of the process (endogenous outliers). In such a case they are not wrong and should be treated with cautiousness, as they may include important information about the dynamic nature of the process. As such they cannot be neglected nor simply removed. The Outlier should be detected, labelled and suitably treated. These activities cannot be performed without proper analytical tools and modeling approaches. There are dozens of methods proposed by scientists, starting from Gaussian-based statistical scoring up to data mining artificial intelligence tools. The research presented in this book presents novel approach incorporating non-Gaussian statistical tools and fractional calculus approach revealing new data analytics applied to this important and challenging task. The proposed book includes a collection of contributions addressing different yet cohesive subjects, like dynamic modelling, classical control, advanced control, fractional calculus, statistical analytics focused on an ultimate goal: robust and outlier-proof analysis. All studied problems show that outliers play an important role and classical methods, in which outlier are not taken into account, do not give good results. Applications from different engineering areas are considered such as semiconductor process control and monitoring, MIMO peltier temperature control and health monitoring, networked control systems, and etc.

What the Dog Saw

What the Dog Saw Book
Author : Malcolm Gladwell
Publisher : Penguin UK
Release : 2010
ISBN : 0141044802
File Size : 29,6 Mb
Language : En, Es, Fr and De

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What the Dog Saw Book PDF/Epub Download

Malcolm Gladwell is the master of playful yet profound insight. His ability to see underneath the surface of the seemingly mundane taps into a fundamental human impulse: curiosity. From criminology to ketchup, job interviews to dog training, Malcolm Gladwell takes everyday subjects and shows us surprising new ways of looking at them, and the world around us. Are smart people overrated? What can pit bulls teach us about crime? Why are problems like homelessness easier to solve than to manage? How do we hire when we can’t tell who’s right for the job? Gladwell explores the minor geniuses, the underdogs and the overlooked, and reveals how everyone and everything contains an intriguing story. What the Dog Saw is Gladwell at his very best – asking questions and seeking answers in his inimitable style.

Robust Regression and Outlier Detection

Robust Regression and Outlier Detection Book
Author : Peter J. Rousseeuw,Annick M. Leroy
Publisher : John Wiley & Sons
Release : 2005-02-25
ISBN : 0471725374
File Size : 34,8 Mb
Language : En, Es, Fr and De

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Robust Regression and Outlier Detection Book PDF/Epub Download

WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selectedbooks that have been made more accessible to consumers in an effortto increase global appeal and general circulation. With these newunabridged softcover volumes, Wiley hopes to extend the lives ofthese works by making them available to future generations ofstatisticians, mathematicians, and scientists. "The writing style is clear and informal, and much of thediscussion is oriented to application. In short, the book is akeeper." –Mathematical Geology "I would highly recommend the addition of this book to thelibraries of both students and professionals. It is a usefultextbook for the graduate student, because it emphasizes both thephilosophy and practice of robustness in regression settings, andit provides excellent examples of precise, logical proofs oftheorems. . . .Even for those who are familiar with robustness, thebook will be a good reference because it consolidates the researchin high-breakdown affine equivariant estimators and includes anextensive bibliography in robust regression, outlier diagnostics,and related methods. The aim of this book, the authors tell us, is‘to make robust regression available for everyday statisticalpractice.’ Rousseeuw and Leroy have included all of thenecessary ingredients to make this happen." –Journal of the American Statistical Association

David and Goliath

David and Goliath Book
Author : Malcolm Gladwell
Publisher : Little, Brown
Release : 2013-10-01
ISBN : 0316204382
File Size : 26,8 Mb
Language : En, Es, Fr and De

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David and Goliath Book PDF/Epub Download

Explore the power of the underdog in Malcolm Gladwell's dazzling examination of success, motivation, and the role of adversity in shaping our lives, from the bestselling author of The Bomber Mafia. Three thousand years ago on a battlefield in ancient Palestine, a shepherd boy felled a mighty warrior with nothing more than a stone and a sling, and ever since then the names of David and Goliath have stood for battles between underdogs and giants. David's victory was improbable and miraculous. He shouldn't have won. Or should he have? In David and Goliath, Malcolm Gladwellchallenges how we think about obstacles and disadvantages, offering a new interpretation of what it means to be discriminated against, or cope with a disability, or lose a parent, or attend a mediocre school, or suffer from any number of other apparent setbacks. Gladwell begins with the real story of what happened between the giant and the shepherd boy those many years ago. From there, David and Goliath examines Northern Ireland's Troubles, the minds of cancer researchers and civil rights leaders, murder and the high costs of revenge, and the dynamics of successful and unsuccessful classrooms—all to demonstrate how much of what is beautiful and important in the world arises from what looks like suffering and adversity. In the tradition of Gladwell's previous bestsellers—The Tipping Point, Blink, Outliers and What the Dog Saw—David and Goliath draws upon history, psychology, and powerful storytelling to reshape the way we think of the world around us.

Volume 16 How to Detect and Handle Outliers

Volume 16  How to Detect and Handle Outliers Book
Author : Boris Iglewicz,David C. Hoaglin
Publisher : Quality Press
Release : 1993-01-08
ISBN : 0873892607
File Size : 38,6 Mb
Language : En, Es, Fr and De

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Volume 16 How to Detect and Handle Outliers Book PDF/Epub Download

Outliers are the key focus of this book. The authors concentrate on the practical aspects of dealing with outliers in the forms of data that arise most often in applications: single and multiple samples, linear regression, and factorial experiments. Available only as an E-Book.

The Collide The Outliers Book 3

The Collide  The Outliers  Book 3  Book
Author : Kimberly McCreight
Publisher : HarperCollins UK
Release : 2018-07-03
ISBN : 0008115117
File Size : 33,9 Mb
Language : En, Es, Fr and De

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The Collide The Outliers Book 3 Book PDF/Epub Download

The heart-pounding final instalment in the breathtakingly brilliant Outliers trilogy, packed with tension, romance and thrilling twists and turns. From New York Times bestselling author Kimberley McCreight.

Talking to Strangers

Talking to Strangers Book
Author : Malcolm Gladwell
Publisher : Little, Brown
Release : 2019-09-10
ISBN : 0316535621
File Size : 39,9 Mb
Language : En, Es, Fr and De

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Talking to Strangers Book PDF/Epub Download

Malcolm Gladwell, host of the podcast Revisionist History and author of the #1 New York Times bestseller Outliers, offers a powerful examination of our interactions with strangers and why they often go wrong—now with a new afterword by the author. A Best Book of the Year: The Financial Times, Bloomberg, Chicago Tribune, and Detroit Free Press How did Fidel Castro fool the CIA for a generation? Why did Neville Chamberlain think he could trust Adolf Hitler? Why are campus sexual assaults on the rise? Do television sitcoms teach us something about the way we relate to one another that isn’t true? Talking to Strangers is a classically Gladwellian intellectual adventure, a challenging and controversial excursion through history, psychology, and scandals taken straight from the news. He revisits the deceptions of Bernie Madoff, the trial of Amanda Knox, the suicide of Sylvia Plath, the Jerry Sandusky pedophilia scandal at Penn State University, and the death of Sandra Bland—throwing our understanding of these and other stories into doubt. Something is very wrong, Gladwell argues, with the tools and strategies we use to make sense of people we don’t know. And because we don’t know how to talk to strangers, we are inviting conflict and misunderstanding in ways that have a profound effect on our lives and our world. In his first book since his #1 bestseller David and Goliath, Malcolm Gladwell has written a gripping guidebook for troubled times.

Outliers

Outliers Book
Author : Kate Mary
Publisher : Createspace Independent Publishing Platform
Release : 2018-03-02
ISBN : 9781984122056
File Size : 31,7 Mb
Language : En, Es, Fr and De

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Outliers Book PDF/Epub Download

In the dusty ruins of the world, three groups exist: the Sovereign, the Fortis, and the Outliers. Within their walled city, exclusive access to the only remaining technology gives the Sovereign an advantage that seems impossible to beat. In exchange for meager scraps and free reign outside the walls, they use the brawn of the Fortis to their advantage while the Outliers struggle to survive. Living on land that has not healed from the poison of the past, and surrounded by dangers too numerous to count, the Outliers have adapted - but to the Sovereign and the Fortis, they are nothing. Indra is an Outlier. Each day she braves the wastelands, making the dangerous journey from the wilds where she lives to the City so she can serve the Sovereign in order to give her family a better life. Inside the walls, she has no rights and no freedom. Not only is she powerless to resist the Sovereign's harsh rule, but she is also unable to do anything to save her people from the brutality of the Fortis. For centuries they have made their abuse of Outliers a sport, but when Asa comes to Indra's rescue, she sees something different in him. Something that marks him as so much more than just a Fortis guard. But as Indra's world begins to unravel, even the quiet alliance she has formed with Asa cannot save her from the wrath of the Sovereign. In one life-altering moment, everything Indra has ever known is ripped away, forcing her to face a world even more harsh and unforgiving. Broken and scarred, Indra finds herself on a journey that will challenge everything she's ever been taught, learning along the way that she's stronger than she ever imagined. Maybe even strong enough to free her people forever.

How to Detect and Handle Outliers

How to Detect and Handle Outliers Book
Author : Boris Iglewicz,David Caster Hoaglin
Publisher : Asq Press
Release : 1993
ISBN : 0987650XXX
File Size : 39,5 Mb
Language : En, Es, Fr and De

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How to Detect and Handle Outliers Book PDF/Epub Download

Download How to Detect and Handle Outliers book written by Boris Iglewicz,David Caster Hoaglin and published by Asq Press with total hardcover pages 87 . Available in PDF, EPUB, and Kindle, read book directly with any devices anywhere and anytime.

Outlier Detection for Temporal Data

Outlier Detection for Temporal Data Book
Author : Manish Gupta,Jing Gao,Charu Aggarwal,Jiawei Han
Publisher : Springer Nature
Release : 2022-06-01
ISBN : 3031019059
File Size : 25,6 Mb
Language : En, Es, Fr and De

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Outlier Detection for Temporal Data Book PDF/Epub Download

Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then, outlier detection has been studied on a large variety of data types including high-dimensional data, uncertain data, stream data, network data, time series data, spatial data, and spatio-temporal data. While there have been many tutorials and surveys for general outlier detection, we focus on outlier detection for temporal data in this book. A large number of applications generate temporal datasets. For example, in our everyday life, various kinds of records like credit, personnel, financial, judicial, medical, etc., are all temporal. This stresses the need for an organized and detailed study of outliers with respect to such temporal data. In the past decade, there has been a lot of research on various forms of temporal data including consecutive data snapshots, series of data snapshots and data streams. Besides the initial work on time series, researchers have focused on rich forms of data including multiple data streams, spatio-temporal data, network data, community distribution data, etc. Compared to general outlier detection, techniques for temporal outlier detection are very different. In this book, we will present an organized picture of both recent and past research in temporal outlier detection. We start with the basics and then ramp up the reader to the main ideas in state-of-the-art outlier detection techniques. We motivate the importance of temporal outlier detection and brief the challenges beyond usual outlier detection. Then, we list down a taxonomy of proposed techniques for temporal outlier detection. Such techniques broadly include statistical techniques (like AR models, Markov models, histograms, neural networks), distance- and density-based approaches, grouping-based approaches (clustering, community detection), network-based approaches, and spatio-temporal outlier detection approaches. We summarize by presenting a wide collection of applications where temporal outlier detection techniques have been applied to discover interesting outliers. Table of Contents: Preface / Acknowledgments / Figure Credits / Introduction and Challenges / Outlier Detection for Time Series and Data Sequences / Outlier Detection for Data Streams / Outlier Detection for Distributed Data Streams / Outlier Detection for Spatio-Temporal Data / Outlier Detection for Temporal Network Data / Applications of Outlier Detection for Temporal Data / Conclusions and Research Directions / Bibliography / Authors' Biographies