By: Cha Zhang (Editor), Yunqian Ma (Editor)
Genre: Computing Internet
Publisher: Springer: 2012 edition (17 Feb. 2012)Format: pdf doc docx mobi djvu epub ibooks (*An electronic version of a printed book that can be read on a computer or handheld device designed specifically for this purpose.)
The original title of the book: Ensemble Machine Learning: Methods and Applications
It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed 'ensemble learning' by researchers in computational intelligence and machine learning, it is known to improve a decision system's robustness and accuracy. Now, fresh developments are allowing researchers to unleash the power of ensemble learning in an increasing range of real-world applications. Ensemble learning algorithms such as 'boosting' and 'random forest' facilitate solutions to key computational issues such as face recognition and are now being applied in areas as diverse as object tracking and bioinformatics.
Responding to a shortage of literature dedicated to the topic, this volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike.
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Features all 11 songs from the 2010 CD by this acclaimed Christian artist.Features all 11 songs from the 2010 CD by this acclaimed Christian artist.
Le manuscrit de Florence, 'Laurentianus San Marco 584,' copie dans le dernier tiers du IXe siecle par un clerc de la France du nord-est ayant peut-etre emigre en Italie du Nord, contient 27 textes d'Athanase, Gregoire de Nazianze, Basile de Cesaree, Gregoire de Nysse, Jean Chrysostome, Cyrille d'Alexandrie et Proclus, authentiques ou non, tous connus en grec et de genres litteraires varies.This historic book may have numerous typos and missing text.Oral histories of secret passages, tunnels, caverns and hidden rooms take readers on the 'last 100 miles to freedom' ride.Stars, galaxies, dark matter and dark energy are described, as successive chapters detail the evolution of the Universe from a fraction of a microsecond after the Big Bang.And when a young woman's baby is stolen, she turns to The Kindly Ones for vengeance —: only to set off a series of events that will lead the Sandman to his ultimate fate, and the baby to find a destiny no one could have foretold.On 8 September 2003, to commemorate the 50th anniversary of the National Library of Canada, Canada Post released a special commemorative series, “:The Writers of Canada”:, featuring two English-Canadian and two French-Canadian stamps.
When an ex-CIA agent convinces a bumbling law student to write a term paper on international rights on the high seas, the student and his roommates in Washington wind up with the whole Soviet Embassy coming to dinner.When an ex-CIA agent convinces a bumbling law student to write a term paper on international rights on the high seas, the student and his roommates in Washington wind up with the whole Soviet Embassy coming to dinner.
It is said, in general because some entrepreneurs associate their work in their life.Transform desire into will?Domestically, and internationally our mission is the same: Win the lost!All entries marked [WP] are adapted from articles created by contributors to Wikipedia.This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc.Kobayashi Hideo (1902-83) was the most important Japanese literary critic of the twentieth century, as crucial a presence in his own literary culture as Edmund Wilson, Walter Benjamin, and Roland Barthes were in theirs.