Quicklets: Your Reading Sidekick! Never read a book alone again! Supercharge your reading with Quicklets. Quicklets are jam-packed with information like those notes you totally copied off that geeky kid you knew back in high school. But they're not boring like other study guides. They keep you entertained AND informed. You can conquer any book with your trusty sidekick. We've got your back :. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications.
More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks.
It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and density-based outlier detection in particular; and the applications of the latest findings to boundary point detection and novel object detection.
The book also offers a new perspective on bridging the gap between k-nearest neighbor-based outlier detection and clustering-based outlier detection, laying the groundwork for future advances in unsupervised outlier detection research. DMCA and Copyright : The book is not hosted on our servers, to remove the file please contact the source url. Click Download or Read Online button to get Outliers book now.
This site is like a library, Use search box in the widget to get ebook that you want. He asks the question:. His answer is that we pay too much attention to what successful people are like, and too little attention to where they are from:.
That is their culture, their family, their generation, and the idiosyncratic experiences of their upbringing. Along the way, he explains the secrets of software billionaires, what it takes to be a great soccer player, why Asians are good at math, and what made the Beatles the greatest rock band.
Read Online Download Now Ebook Description In this stunning new book, Malcolm Gladwell takes us on an intellectual journey through the world of 'outliers'--the best and the brightest, the most famous and the most successful.
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What does that entail? Hockey leagues separate the classes by the year of birth, so those who were born at the beginning of the year have more advantages than the ones who were born at the end because they have a greater body capacity. With this advantage, he ends up standing out against the others and is chosen to become an elite team player, thus receiving a more intense and higher quality training.
That is, one of the reasons that made these athletes be considered 'outliers' refers to the fact that they took advantage of the time in which they were born, and it gave them a competitive advantage against other players. After reviewing prominent personalities such as Beatles, Bill Gates and Mozart, the author concluded that they have something in common: they devoted at least 10, hours of practice to become a phenomenon in their area. These 10, hours are equivalent to 3 hours a day of training, or 20 hours a week for a period of 10 years!
All of them were born in the 50s. This implies that they were able to take advantage of the opportunity to develop in the computer industry at a time when it was on the rise, in which the extraordinary effort was rewarded. The author reinforces the idea that having a high IQ is not a warranty to succeed and that from a certain point it does not matter that much. That is, if you have an IQ that is already considered high and is in a group of people who also have a high IQ, it does not matter how much one is greater than the other.
Lastly, Malcolm reinforces the idea that practical intelligence , knowing how to say and what to say, culture, opportunities, generation and family history are more important factors than analytical intelligence to achieve extraordinary success.
In this part of the book, Malcolm Gladwell brings up the idea of how important cultural legacies are in the formation of the outlier individuals. Let's check out some of these points? The author does a lot of research on air disasters and noted a similarity of disasters with a certain airline in South Korea.
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