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The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, defense, and more. Due to the inherent complex characteristics of imbalanced data sets, learning from such data requires new understandings, principles, algorithms, and tools to transform vast amounts of raw data efficiently into information and knowledge representation. The first comprehensive look at this new branch of machine learning, this book offers a critical review of the problem of imbalanced learning, covering the state of the art in techniques, principles, and real-world applications. Featuring contributions from experts in both academia and industry, Imbalanced Learning: Foundations, Algorithms, and Applications provides chapter coverage on: Foundations of Imbalanced Learning Imbalanced Datasets: From Sampling to Classifiers Ensemble Methods for Class Imbalance Learning Class Imbalance Learning Methods for Support Vector Machines Class Imbalance and Active Learning Nonstationary Stream Data Learning with Imbalanced Class Distribution Assessment Metrics for Imbalanced Learning Imbalanced Learning: Foundations, Algorithms, and Applications will help scientists and engineers learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research directions.

The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, defense, and more. Due to the inherent complex characteristics of imbalanced data sets, learning from such data requires new understandings, principles, algorithms, and tools to transform vast amounts of raw data efficiently into information and knowledge representation. The first comprehensive look at this new branch of machine learning, this book offers a critical review of the problem of imbalanced learning, covering the state of the art in techniques, principles, and real-world applications. Featuring contributions from experts in both academia and industry, Imbalanced Learning: Foundations, Algorithms, and Applications provides chapter coverage on: Foundations of Imbalanced Learning Imbalanced Datasets: From Sampling to Classifiers Ensemble Methods for Class Imbalance Learning Class Imbalance Learning Methods for Support Vector Machines Class Imbalance and Active Learning Nonstationary Stream Data Learning with Imbalanced Class Distribution Assessment Metrics for Imbalanced Learning Imbalanced Learning: Foundations, Algorithms, and Applications will help scientists and engineers learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research directions.

Book is in Used-VeryGood condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain very limited notes and highlighting. 1.56

Book is in NEW condition. 1.56

Publisher overstock. May have remainder mark / minor shelfwear. 99% of orders arrive in 4-10 days. Discounted shipping on multiple books.

A dynamic all-in-one herbal oil cleanser, moisturizer and facial treatment for all skin types. Rich plant oils and active herbal infusions create potent synergy to effectively cleanse and detoxify. This unique formula utilizes vital plant activity to clear dirt, toxins and imbalanced oil and effectively firm, brighten and moisturize skin. This removes all makeup without irritation or leaving residue.

As we’ve come to expect with JW Anderson, this black Patchwork Overshirt is a patch of perfection. Cut to an easy relaxed fit, it boasts a combination of mismatched denim to create a charming patchwork effect. Not your usual overshirt, two imbalanced chest pockets add to the fun of the design. 100% Cotton, 12.5oz Denim, Garment Washed, 2 Chest Patch Pockets, Embroidered Branding, Made in Portugal, JW Anderson. JW Anderson Men's Patchwork Overshirt in Black, Size 48

SCIENTISTS PERPLEXED! MILITARY HELPLESS! SUPERMAN DEFEATED?! Behind it all, the most powerful, sophisticated, and dangerous computer in the universe... Brainiac. The fate of the Earth hangs imbalanced as Brainiac nears successful completion of The Doomsday Program! A module acailable for use with the New Teen Titans. Plus: Complete plans to Brainiac's ship.

LISA AND THE DEVIL: While on vacation in Spain, an American tourist (Elke Sommer) is drawn into a terrifying world of mystery, madness and murder in this surreal spine chiller directed by Italian horror maestro Mario Bava. A blind countess (Alida Valli), her imbalanced son (Alessio Orano) and a creepy bald butler (Telly Savalas) who carries around a mannequin all come into play in this fantastically bizarre tale liberally spiced with gruesome, gothic deaths. THE HOUSE OF EXORCISM: Lisa and the D

How would artistic practice contribute to political change in post–World War II Japan? How could artists negotiate the imbalanced global dynamics of the art world and also maintain a sense of aesthetic and political authenticity? While the contemporary art world has recently come to embrace some of Japan’s most daring postwar artists, the interplay of art and politics remains poorly understood in the Americas and Europe. The Stakes of Exposure fills this gap and explores art, visual culture, and politics in postwar Japan from the 1950s to the 1970s, paying special attention to how anxiety and confusion surrounding Japan’s new democracy manifested in representations of gender and nationhood in modern art. Through such pivotal postwar episodes as the Minamata Disaster, the Lucky Dragon Incident, the budding antinuclear movement, and the ANPO protests of the 1960s, The Stakes of Exposure examines a wide range of issues addressed by the period’s prominent artists, including Tanaka Atsuko and Shiraga Kazuo (key members of the Gutai Art Association), Katsura Yuki, and Nakamura Hiroshi. Through a close study of their paintings, illustrations, and assemblage and performance art, Namiko Kunimoto reveals that, despite dissimilar aesthetic approaches and divergent political interests, Japanese postwar artists were invested in the entangled issues of gender and nationhood that were redefining Japan and its role in the world. Offering many full-color illustrations of previously unpublished art and photographs, as well as period manga, The Stakes of Exposure shows how contention over Japan’s new democracy was expressed, disavowed, and reimagined through representations of the gendered body.

Have you ever noticed that children have a unique connection to the divine? Want to explore connection to spirituality with them? Learn the ancient wisdom of the chakra system and their role in the body. What happens when your chakras are imbalanced? Give children tools to recognize their imbalances and mindful practices to heal themselves. A great resource on energy healing for children. Buy Now! Get the ebook for FREE!

A young man is deeply in love with a young woman. He pours out his heart, singing to her, writing poems for her, giving her beautiful flowers. And how does she express her love back to him? She talks, usually briefly. And that’s all.That’s an imbalanced relationship,but it’s an accurate picture of our communication with God. God speaks with pictures, symbols, music, tastes, smells, and all the rich diversity of creation. So why do we express ourselves to Him with nothing more than words?Connect with Our Creative GodIn Creative Prayer, Chris Tiegreen encourages us to communicate more intimately with God by speaking the language of His heart. Drawing on Bible stories, psalms, and historical examples, Tiegreen reminds us that our praises and petitions can reflect the unique gifts God has given us.Singing. Painting. Cymbals. Dancing. God has always encouraged his people to respond to him in bold, visual, active, and energetic ways. As God shows us every day in a thousand ways, real love cannot be contained.

How would artistic practice contribute to political change in post–World War II Japan? How could artists negotiate the imbalanced global dynamics of the art world and also maintain a sense of aesthetic and political authenticity? While the contemporary art world has recently come to embrace some of Japan’s most daring postwar artists, the interplay of art and politics remains poorly understood in the Americas and Europe. The Stakes of Exposure fills this gap and explores art, visual culture, and politics in postwar Japan from the 1950s to the 1970s, paying special attention to how anxiety and confusion surrounding Japan’s new democracy manifested in representations of gender and nationhood in modern art. Through such pivotal postwar episodes as the Minamata Disaster, the Lucky Dragon Incident, the budding antinuclear movement, and the ANPO protests of the 1960s, The Stakes of Exposure examines a wide range of issues addressed by the period’s prominent artists, including Tanaka Atsuko and Shiraga Kazuo (key members of the Gutai Art Association), Katsura Yuki, and Nakamura Hiroshi. Through a close study of their paintings, illustrations, and assemblage and performance art, Namiko Kunimoto reveals that, despite dissimilar aesthetic approaches and divergent political interests, Japanese postwar artists were invested in the entangled issues of gender and nationhood that were redefining Japan and its role in the world. Offering many full-color illustrations of previously unpublished art and photographs, as well as period manga, The Stakes of Exposure shows how contention over Japan’s new democracy was expressed, disavowed, and reimagined through representations of the gendered body.

How would artistic practice contribute to political change in post–World War II Japan? How could artists negotiate the imbalanced global dynamics of the art world and also maintain a sense of aesthetic and political authenticity? While the contemporary art world has recently come to embrace some of Japan’s most daring postwar artists, the interplay of art and politics remains poorly understood in the Americas and Europe. The Stakes of Exposure fills this gap and explores art, visual culture, and politics in postwar Japan from the 1950s to the 1970s, paying special attention to how anxiety and confusion surrounding Japan’s new democracy manifested in representations of gender and nationhood in modern art. Through such pivotal postwar episodes as the Minamata Disaster, the Lucky Dragon Incident, the budding antinuclear movement, and the ANPO protests of the 1960s, The Stakes of Exposure examines a wide range of issues addressed by the period’s prominent artists, including Tanaka Atsuko and Shiraga Kazuo (key members of the Gutai Art Association), Katsura Yuki, and Nakamura Hiroshi. Through a close study of their paintings, illustrations, and assemblage and performance art, Namiko Kunimoto reveals that, despite dissimilar aesthetic approaches and divergent political interests, Japanese postwar artists were invested in the entangled issues of gender and nationhood that were redefining Japan and its role in the world. Offering many full-color illustrations of previously unpublished art and photographs, as well as period manga, The Stakes of Exposure shows how contention over Japan’s new democracy was expressed, disavowed, and reimagined through representations of the gendered body.

Proper horse care begins with good nutrition practices. Chances are, if a horse needs medical attention, the causes can be traced to poor feeding practices, nutrient-deficient feed, bad farming and, ultimately, imbalanced, demineralized soil. Pat Coleby shares decades of experience working with a variety of horses. She explains how conventional farming and husbandry practices compromise livestock health, resulting in problems that standard veterinary techniques can’t properly address. Natural Horse Care addresses a broad spectrum of comprehensive health care, detailing dozens of horse ailments, discussing their origins, and offering proven, natural treatments.

A young man is deeply in love with a young woman. He pours out his heart, singing to her, writing poems for her, giving her beautiful flowers. And how does she express her love back to him? She talks, usually briefly. And that’s all.That’s an imbalanced relationship,but it’s an accurate picture of our communication with God. God speaks with pictures, symbols, music, tastes, smells, and all the rich diversity of creation. So why do we express ourselves to Him with nothing more than words?Connect with Our Creative GodIn Creative Prayer, Chris Tiegreen encourages us to communicate more intimately with God by speaking the language of His heart. Drawing on Bible stories, psalms, and historical examples, Tiegreen reminds us that our praises and petitions can reflect the unique gifts God has given us.Singing. Painting. Cymbals. Dancing. God has always encouraged his people to respond to him in bold, visual, active, and energetic ways. As God shows us every day in a thousand ways, real love cannot be contained.

LISA AND THE DEVIL: While on vacation in Spain, an American tourist (Elke Sommer) is drawn into a terrifying world of mystery, madness and murder in this surreal spine chiller directed by Italian horror maestro Mario Bava. A blind countess (Alida Valli), her imbalanced son (Alessio Orano) and a creepy bald butler (Telly Savalas) who carries around a mannequin all come into play in this fantastically bizarre tale liberally spiced with gruesome, gothic deaths. THE HOUSE OF EXORCISM: Lisa and the D