Pattern Classification Using Ensemble Methods

Where's the best place on Earth for the Marshmallow Martians to learn new things? School, of course! This new graphic chapter series will delight independent readers with its hilarious second installment!Lunchboxes, recess, and gym--oh my! Without G.L.O.W., their Galactic Learning Online Whiz (which is a fancy way of saying "computer"), the Marshmallow Martians don't know where to turn for information. So they have to go to where all the cool kids learn--earthling school. This hilarious companion to Marshmallow Martians: Show and Smell will make kids look at life on Earth through fresh (googly) eyes.This silly graphic chapter book with its ensemble of lovable martians will have kids ages 5-8 laughing out loud while gaining confidence in reading. Graphic chapter books serve as a great bridge to graphic novels and longer chapter books.

Featuring twenty-two easy craft projects using natural and recycled materials, The Big Book of Nature Art is a fun and eco-friendly way for young children to connect creatively with nature.Featuring twenty-two easy craft projects using natural and recycled materials, The Big Book of Nature Art is a fun and eco way for young children to connect creatively with nature.From bestselling author Yuval Zommer, The Big Book of Nature Art is packed with twenty-two easy art activities inspired by nature. Each of the activities can be achieved in four simple steps using natural materials combined with recycled or found materials from around the home. Drawing on Zommer's years of experience running art workshops for children, The Big Book of Nature Art includes his tips for stress-free ways to get creative with kids.Each nature art activity requires no more than five minutes set-up and five minutes clean-up, making them easy to achieve and fun for everyone involved. The book also encourages childr

Meet the Marshmallow Martians: a group of curious aliens who can’t get enough of planet Earth! This hilarious, fast-paced graphic chapter book will tickle young readers’ funny bones!In this adventure, the Martians--along with their space cat, space dog, and marshmallow robot assistant--learn about something called "show and smell." (Does that sound right? It sure doesn't smell right!) They go in search of Earth's smelliest smells to bring back to their home planet, Moop. Where will they find the best smells? An amusement park, of course!This silly graphic chapter book, with its ensemble of lovable Martians, will have kids ages 5 to 8 laughing out loud while gaining confidence in reading. Graphic chapter books serve as a great bridge to graphic novels and longer chapter books.

Get to know more than 100 of the world's favorite dinosaurs with this essential illustrated introduction. This is the must-have illustrated introduction to the world of dinosaurs. Turn each page to find out more about a wide variety of dinosaurs, from the teeny-tiny to the gigantic. With beautiful illustrations, storybook text, and key terms highlighted on each page, this book is a wonderful and comprehensive introduction to the dinosaurs that used to roam the world. The Bedtime Book of Dinosaurs showcases dinosaurs from each of the core animal groups (mammals, birds, reptiles, amphibians, fish, and invertebrates) in six dedicated chapters. Many pages are devoted to a different dinosaur, with others featuring a collection of dinosaurs from the same family, and some explore more than one dinosaur type, giving bite-sized chunks of accessible information to help early learners get to know new species. There are also reference pages that dive in deeper to explore dinosaur classification, f

For more than 100 years, Henry's Clinical Diagnosis and Management by Laboratory Methods has been recognized as the premier text in clinical laboratory medicine, widely used by both clinical pathologists and laboratory technicians. Leading experts in each testing discipline clearly explain procedures and how they are used both to formulate clinical diagnoses and to plan patient medical care and long-term management. Employing a multidisciplinary approach, it provides cutting-edge coverage of automation, informatics, molecular diagnostics, proteomics, laboratory management, and quality control, emphasizing new testing methodologies throughout.Remains the most comprehensive and authoritative text on every aspect of the clinical laboratory and the scientific foundation and clinical application of today's complete range of laboratory tests. Updates include current hot topics and advances in clinical laboratory practices, including new and extended applications to diagnosis and management.

This gripping story, set in the world of the award-winning Show Me a Sign and Set Me Free, completes an unforgettable trilogy centering the d/Deaf experience."Thrilling, important, and profoundly moving. A true gift." -- Brian Selznick, creator of the New York Times bestsellers Big Tree and The Invention of Hugo Cabret, winner of the Caldecott MedalAs a young teacher on Martha's Vineyard, Mary Lambert feels restless and adrift. So when a league of missionaries invite her to travel abroad, she knows it's a once-in-a-lifetime opportunity. Paris is home to a pioneering deaf school where she could meet its visionary instructors Jean Massieu and Laurent Clerc--and bring back their methods to America!But the endeavor comes at a cost: The missionaries' plan to "save" deaf children is questionable at best--and requires Mary's support. What's more, the missionaries' work threatens the Wampanoag and other Native peoples' freedom and safety. Is pursuing Mary's own goals worth the price of betrayi

Fairies, dragons, wizards, and more await Geronimo on every magical Kingdom of Fantasy adventure!Geronimo's sixteenth adventure in the Kingdom of Fantasy!I, Geronimo Stilton, have been called to the Kingdom of Fantasy so many times. Each visit is more of an adventure than the last!This time there was big trouble! Queen Imaginaria has been kidnapped. The evil witch is using her wand to take treasures from the kingdom. Can I help stop the evil witch before all the treasures are gone?

Using the same innovative format as his Caldecott Honor winner, Mel Fell, Corey R. Tabor reimagines Aesop’s “The Dog and His Reflection” in a clever, charming tale of empathy and generosity.One day, down by the pond, Simon meets another dog just like him.And that dog has a bone just like his, only better!How will Simon ever get him to trade, when the other pup knows all the same tricks...?This is another delightfully surprising tale from the award-winning creator of Mel Fell.

Preschoolers are introduced to core science concepts with this playful format featuring 20 hands-on activities that use everyday household materials, including a vinegar volcano, a hula hoop count, and a kitchen sink or swim experiment. In this fourth book in the Busy Little Hands series, preschoolers get ready for a science adventure! Preschoolers wonder and explore with 20 hands-on experiments using everyday household objects and making daily activities such as snack time and play time into learning opportunities. Each play activity demonstrates a simple principle of physics, earth science, chemistry, or biology, including the Kitchen Sink or Float (demonstrating density), the Vinegar Volcano (pressure) and Blooming Colors (chromatography). Featuring bright, easy-to-follow photos specially designed for pre-readers, this book is packed with learning fun, plus it sets the groundwork for science success in kindergarten and beyond.

The first exhaustive English-language history and analysis of the Chinese opera genre, Kunqu. In Kunqu: A Classical Opera of Twenty-First-Century China, Joseph S. C. Lam offers a holistic and interdisciplinary view of Kunqu, a 600-year-old genre of Chinese opera that has been fashionably performed inside and outside of China. The first comprehensive and scholarly book on Kunqu written in English, this book explains how and why the genre charms and signifies Chinese culture, history, and personhood. Approaching the genre from several perspectives, ranging from those of performers and producers to those of casual audiences, dedicated connoisseurs, and scholarly critics, Lam also employs a judicious blend of Chinese and international theories and methods. Herein, he establishes the significance of Kunqu not only in the sphere of Chinese music but among the cultural heritage and performing arts at a global level as well.

From the Amazon rainforest in South America to the Congo in Central Africa, find the animals hidden in each scene using the special "flashlight" included in the book. Who's hiding in the grass? And what about the shadow in the branches of that tree? Thanks to the magic flashlight in this book, children will be entertained looking for more than 60 animals hidden in the wonderfully illustrated pages. Each spread highlights a different part of the world and provides bite-sized facts about the creatures found in that jungle.

This new series of little books builds children's confidence with mathematical vocabulary and ideas and provides a foundation for learning in a way that feels good. Using carefully chosen words in relatable settings from the world around them, this book creates a moment for children and adults to discover first sorting words through dressing up and having fun. The engaging art style, fun characters and hardback picture book feel make this series accessible and perfect to share.Written and illustrated by the same winning team as 'Big Words for Little People', this series is special not only because it focuses on maths in a child-friendly way, but also because it's from Oxford, it's packed with educational goodness that helps children develop and grow.

This new series of little books builds children's confidence with mathematical vocabulary and ideas and provides a foundation for learning in a way that feels good. Using carefully chosen words in relatable settings from the world around them, this book creates a moment for children and adults to discover first counting words at a pizza party. The engaging art style, fun characters and hardback picture book feel make this series accessible and perfect to share.Written and illustrated by the same winning team as 'Big Words for Little People', this series is special not only because it focuses on maths in a child-friendly way, but also because it's from Oxford, it's packed with educational goodness that helps children develop and grow.

Hong Bao''s father is the biggest hippo in the clan. Her entire family is heavily built, with rounded trunks and thick limbs. Fed up with being so large, Hong Bao decides to go on a diet. As she strives to achieve her ideal body shape, Hong Bao learns that losing too much weight can lead to many undesirable consequences. With the help of her family and friends, can she learn to accept and love herself just the way she is?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to gr

Cleo and Chad are twins who have Obsessive Compulsive Disorder (OCD). Cleo needs to repeatedly clean herself, while Chad needs to repeatedly check his things. But this is getting in the way of everyday life! Can they overcome their compulsions and get better?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by counsellors and doctors in counselling sessions, and by parents who are helping their chil

When Wilson receives a laptop to help with his schoolwork, he''s obsessed! The Internet is an amazing place. In seconds, he can find answers to any question he asks. But soon, the screen becomes too all-consuming and Wilson doesn''t spend any time off of it! It''s almost like he isn''t there anymore. Can Wilson go back to life before screens?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by couns

Now a New York Times Bestselling series!Secret cults, strange talents, magical lenses -- and one unusual family at the center of it all. All six action-packed volumes of #1 New York Times bestselling author Brandon Sanderson's middle grade fantasy adventure have been collected together for the first time in this boxed set. Alcatraz Smedry and his family and friends must battle a cult of evil Librarians bent on taking over the world through misinformation and suppressing the truth. Alcatraz vs. the Evil Librarians -- On his thirteenth birthday, foster child Alcatraz Smedry gets a bag of sand in the mail--his only inheritance from his father and mother. It is quickly stolen by the cult of Evil Librarians. Alcatraz must stop them, using the only weapon he has: an incredible talent for breaking things. The Scriveners Bones -- In his second skirmish against the Evil Librarians who rule the world, Alcatraz and his ragtag crew of freedom fighters track Grandpa Smedry to the ancient and myster

A gripping middle-grade history that offers a fresh look at the groundbreaking 1963 March on Washington for Jobs and Freedom by spotlighting the protest's radical roots and the underappreciated role of Black women--includes a wealth of contemporary black-and-white photos throughout. Six decades ago, on August 28, 1963, Dr. Martin Luther King Jr. delivered his iconic "I Have a Dream" speech during the March on Washington for Jobs and Freedom--a moment often revered as the culmination of this Black-led protest. But at its core, the March on Washington was not a beautiful dream of future integration; it was a mass outcry for jobs and freedom NOW--not at some undetermined point in the future. It was a revolutionary march with its own controversies and problems, the themes of which still resonate to this day. Without diminishing the words of Dr. King, More Than a Dream looks at the march through a wider lens, using Black newspaper reports as a primary resource, recognizing the overlooked wo

★ 互動漫畫，顛覆閱讀體驗★ 中年級讀者最愛冒險＋解謎元素★ 每次閱讀都能探索不同結局《Adventuregame Comics》系列第二彈《The Beyond》，帶領讀者進入一場關於「來世」的奇想實驗。故事一開始，你已身處某種未知的死後世界。沒有說明、沒有提示，只有空間與選擇。透過精巧設計的連接管道與分歧路線，讀者從格子跳到格子，親手決定角色行動與劇情方向。每個選擇都可能帶來截然不同的結果——逃脫成功、陷入循環，或發現隱藏真相。作者Jason Shiga以擅長的數學迷宮與非線性敘事技巧，打造出充滿「如果……會怎樣？」的閱讀宇宙。首集《Leviathan》曾入選《紐約時報》禮物書單並獲多家星級評論，本作更進一步擴張想像疆界。Kirkus書評：「機智假設與閱讀謎題的最佳解答，就在這裡。」這是一部真正讓孩子「動起來」的漫畫。Make decisions and pick your path to the perfect afterlife in this new addition to the innovative, interactive graphic novel series from the award-winning creator of Meanwhile Adventuregame Comics is a new series of interactive graphic novels in the vein of Jason Shiga's hit graphic novel Meanwhile. Readers follow the story from panel to panel, using tubes that connect them, and sometimes the path will split, giving readers the chance to choose how the story unfolds. The Beyond takes place in some sort of afterlife. You don't know much when you begin, save that you're dead and that you've ended up in a room that includes a doo

An examination of the Counter-Enlightenment movement in China. In Modern Chinese Counter-Enlightenment, Peng Hsiao-yen argues that a trend of Counter-Enlightenment had grown from the late Qing to the May Fourth era in the 1910s to the 1920s and continued to the 1940s. She demonstrates how Counter-Enlightenment was manifested with case studies such as Lu Xun's writings in the late 1900s, the Aesthetic Education movement from the 1910s to 1920s, and the Science and Lifeview debate in the 1920s. During the period, the life philosophy movement, highlighting the epistemic debate on affect and reason, is connected with its counterparts in Germany, France, and Japan. The movement had a widespread and long-term impact on Chinese philosophy and literature. Using the transcultural lexicon as methodology, this book traces how the German term Lebensanschauung (life view), a key concept in Rudolf Eucken's life philosophy, constituted a global tide of Counter-Enlightenment that influenced the though

《Animal FACTopia》帶你走進一個關於動物的奇妙知識世界。你知道嗎？海狸的牙齒是橘色的；有些猴子會用鳥羽毛當牙線；某種鳥類竟能在水下行走；短吻鱷會吞下石頭以延長在水下停留的時間；海獺則用石頭敲開食物。書中所有事實皆經《大英百科全書》驗證，並以巧妙的關聯路徑串接，讓讀者從一個主題跳到另一個意想不到的領域。多路徑閱讀與幽默插圖，讓探索充滿驚喜與樂趣，是啟發動物迷好奇心的絕佳讀物。📖 亮點★ 知識皆由《大英百科全書》驗證★ 主題涵蓋動物行為、生態與趣聞★ 多路徑閱讀設計，探索自由Did you know that beavers have orange teeth? Or that some monkeys floss their teeth using bird feathers? Or that one species of bird can walk underwater? Or that alligators stay underwater for longer by swallowing rocks? Or that sea otters use rocks to crack open prey? Welcome to Animal FACTopia, a purrfectly amazing world of facts, all of which are verified by Encyclopaedia Britannica. Every fact in this book is connected to the next in a fascinating web of information, where you will leapfrog from topic to topic in surprising and hilarious ways. Sometimes your path branches and you can slide down a rabbit hole to a totally different, but still connected, part of the book.Discover where your curiosity will take you!

A celebratory and empowering story from young trans activist Gavin Grimm, Stonewall Award-winning author Kyle Lukoff, and illustrator J Yang follows the true story of how a young boy stood up for himself--and made history along the way. When you're a kid like Gavin Grimm, you know yourself best. And Gavin knew that he was a boy--even if others saw him as a girl. But when his school took away his right to something as simple as using the boy's restroom, Gavin knew he had a big decision to make.Because there are always more choices than the ones others give you.Gavin chose to correct others when they got his pronouns wrong. He asked to be respected. He stood up for himself. Gavin proved that his school had violated his constitutional rights and had the Supreme Court uphold his case--bringing about a historic win for trans rights. There are many kids out there, some just like Gavin Grimm, and they might even be you.What choices will you make?

跟著本書的太空人主角，度過她首次太空漫步的一天，並迎接新成員加入國際太空站。從嚴格的訓練過程，到零重力下的生活日常——如何進食、喝水、使用太空廁所，以及穿上太空衣進行艱鉅的任務——讀者將全面了解太空生活的真實面貌。本書以生動的漫畫分鏡結合專業顧問 Libby Jackson 的科學知識，既具娛樂性又富教育價值，非常適合校園專題與對太空探索感興趣的讀者。The Week Junior Book Awards 2023Join an astronaut for a day as she goes on her first ever spacewalk, and new crew members arrive.Find out how she trained for her mission and what it's like living and working in space. How do you eat and drink at zero gravity? How do space toilets work? What are space suits designed for?- Told in lively comic book style- Written with expert consultation from Libby Jackson, Human Spaceflight and Microgravity Programme Manager for the UK Space Agency- Perfect for school projects- Discover more books in the 24 hours in... seriesChapters in this book include:- A new day- Getting used to Zero-G- Meet the crew...- ...and Mission Control- Space food- How do astronauts reach the ISS?- New crew members arrive- A tour of the space station- Astronaut training diary- Using the toilet in spac

For fans of Field Trip to the Moon, Field Trip to the Ocean Deep, and field trips in general, a new adventure that takes students to a volcano island.The same students we met in Field Trip to the Moon and Field Trip to the Ocean Deep travel to a volcano island on a yellow school bus helicopter. When they get there, one student picks flowers as they hike to the top and then accidentally slips down a crater and can't get out. The student isn't too worried, especially when he meets a lava monster and its children who are fascinated by the flowers. But when they touch them, they burn beyond recognition so the student teaches them how to make a vase using lava from a lava pit, fills it with water from a canteen, and they all sit back to enjoy the flower arrangement until help arrives and rescues the student. In his follow-up to Field Trip to the Moon and Field Trip to the Ocean Deep, John Hare's rich, atmospheric art in this wordless picture book invites all children to imagine themselves i

《公主出任務》女力再出擊。傳說中的美人魚公主祈求黑衣公主保護她免受海怪襲擊。但海底世界並不利於黑衣公主行動，美人魚公主必須學習勇敢為自己發聲！There’s trouble under the sea! Can the Princess in Black and her new mermaid friend put a stop to a big blue kraken’s shenanigans?The Princess in Black and her friends are enjoying a day of sun and sea on Princess Sneezewort’s royal boat when a real, live mermaid princess emerges from the waves! Eeeeeee! Princess Posy needs their help protecting her very cute sea goats from being eaten by a very greedy kraken. But the princesses and the Goat Avenger quickly realize that fighting underwater can be tough for land dwellers, and only the mermaid Princess Posy can save the day. Can the masked heroes help her learn that being a princess means more than just being nice―it means speaking up? An ode to using your voice (along with a kelp-tree swing or two), this newest installment in the New York Times best-selling series is a splish-splashing good time.

A sweet and funny picture book about friendship - perfect for Pancake Day. Pancake recipe included! It's finally the day of Rabbit's pancake picnic! She's going to make the pancakes all by herself . .. but she can't find her recipe book. Bother! Rabbit decides to try to remember the recipe and adds syrup, strawberries, apples, and lots of other ingredients to the mixture.Her friends try to help, but Rabbit is desperate to make the pancakes on her own. Even when the mixture turns lumpy, sticky and looks, well . .. strange. Is Rabbit's pancake picnic ruined? Perhaps she just needs to accept some help from her kind friends! This beautifully illustrated picture book with its cast of adorable woodland animals combines all the fun of Pancake Day with important messages about knowing when to ask for help and the fun of working together.Children will love the fun counting element, joining in with the repeated phrases, and then making their very own pancakes using the recipe at the end of the b

一個盯著螞蟻看的男孩突然想到一道有趣但又難的數學題。如果螞蟻不斷相互碰撞並改變方向，牠們需要多久的時間才能從棍子上掉下來？這聽起來像是一個不可能解開的謎題嗎？並非如此！讓我們一起繼續讀下去，看看男孩如何找出巧妙解決方案！《我是數學明星！》系列作者群是由新加坡過立教育學院(NIE)教授們所組成，系列書以故事形式呈現具有挑戰性的數學難題，透過引人入勝的故事情節，並使用各種數學啟發式教學技巧，逐步描述並帶領讀者解決難題，這些教學技巧也是新加坡知名的數學教學的一部分。透過插圖和有趣的故事情節，小讀者將在學習數學的路上受到啟發，提升理解力、學習數學表示和解決有趣的數學問題！本書附有知名數學教師Yeap Ban Har 博士所提供的課後習題與解答。A boy staring at ants suddenly thinks of a fun but difficult Maths problem. How long will it take the ants to fall off the stick he's looking at, if they keep bumping into each other and changing directions? Does this sound impossible to solve? It isn't! Read on to find out the boy's ingenious solution!The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths

當老師雪麗爾小姐調皮地為她學生的父母設計一個測試IQ難題時，她的學生很高興地發現她的父母能夠迅速解決這個問題。但是，他們是怎麼做到的呢？讓我們一起來找出答案！《我是數學明星！》系列作者群是由新加坡過立教育學院(NIE)教授們所組成，系列書以故事形式呈現具有挑戰性的數學難題，透過引人入勝的故事情節，並使用各種數學啟發式教學技巧，逐步描述並帶領讀者解決難題，這些教學技巧也是新加坡知名的數學教學的一部分。透過插圖和有趣的故事情節，小讀者將在學習數學的路上受到啟發，提升理解力、學習數學表示和解決有趣的數學問題！本書附有知名數學教師Yeap Ban Har 博士所提供的課後習題與解答。When Miss Cheryl the teacher cheekily sets an IQ puzzle for her student's parents, her student is delighted to find that her parents are able to solve it quickly. But, how did they do it? Let's find out!The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspired to persevere in understanding, representing, and solving fun and intriguing Maths problems!Includes a Gu

一個富有同情心的女孩主動幫助一位陷入困境的王子！王子想要拯救被邪惡女巫詛咒的公主，而詛咒的形式是一個耐人尋味的數學謎題，最終將需要女孩和王子的智慧來解開，他們能及時做到嗎？《我是數學明星！》系列作者群是由新加坡過立教育學院(NIE)教授們所組成，系列書以故事形式呈現具有挑戰性的數學難題，透過引人入勝的故事情節，並使用各種數學啟發式教學技巧，逐步描述並帶領讀者解決難題，這些教學技巧也是新加坡知名的數學教學的一部分。透過插圖和有趣的故事情節，小讀者將在學習數學的路上受到啟發，提升理解力、學習數學表示和解決有趣的數學問題！本書附有知名數學教師Yeap Ban Har 博士所提供的課後習題與解答。A compassionate girl offers to help a prince in distress! The prince wants to save his princess who is under the curse of a wicked witch. The curse is in the form of an intriguing Maths puzzle that will end up taking the wits of both the girl and the prince to solve. Will they be able to do it in time?The I'm a Math Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspire

This new volume addresses the growing interest in and use of big data analytics in many industries and in many research fields around the globe; it is a comprehensive resource on the core concepts of big data analytics and the tools, techniques, and methodologies. The book gives the why and the how of big data analytics in an organized and straightforward manner, using both theoretical and practical approaches.The book's authors have organized the contents in a systematic manner, starting with an introduction and overview of big data analytics and then delving into pre-processing methods, feature selection methods and algorithms, big data streams, and big data classification. Such terms and methods as swarm intelligence, data mining, the bat algorithm and genetic algorithms, big data streams, and many more are discussed. The authors explain how deep learning and machine learning along with other methods and tools are applied in big data analytics. The last section of the book presents

Since the mid-2010s, virtual reality (VR) technology has advanced rapidly. This book explores the many opportunities that VR can offer for humanities and social sciences researchers. It provides a user-friendly, non-technical methods guide to using ready-made VR content and 360° video as well as creating custom materials.

Knitting patterns are notorious for inaccuracies in measurements and confusing directions--but no more! The Knitting Pattern Writing Handbook sets new standards for clear, accurate pattern writing, walking aspiring and experienced designers alike through each must-have component of a thorough, well-written pattern, including how to devise and present gauge, charts, and sizing information that is correct and easy-to-follow. With a focus on how to make patterns accessible to contemporary knitters--especially beginning knitters--this much-needed reference book is destined to become a classic in an industry that is beginning to professionalize after decades (even centuries!) of informal and home-based instruction. With 90,000 patterns being sold annually on the popular knitting community site Ravelry, there's a burgeoning group of indie knitwear designers eager for this guidance, provided by authors Kristina McGrath and Sarah Walworth, who host a monthly live broadcast on the technical asp

In recent years the development of new classification and regression algorithms based on deep learning has led to a revolution in the fields of artificial intelligence, machine learning, and data analysis. The development of a theoretical foundation to guarantee the success of these algorithms constitutes one of the most active and exciting research topics in applied mathematics. This book presents the current mathematical understanding of deep learning methods from the point of view of the leading experts in the field. It serves as both a starting point for researchers and graduate students in mathematics trying to get into the field, as well as an invaluable reference for future research.

This reference book provides updated information on the production and industrial significance of bacterial cellulose. Bacterial cellulose is a natural fiber produced by certain microbes, mainly bacteria which belong to the Acetobacter genera. The book discusses its applications in different industrial sectors like food, pharmaceutical, energy and wastewater treatment. It covers the production of cellulose from conventional and renewable feedstocks. It includes topics like downstream processing, characterization, and chemical modification of bacterial cellulose. Key features- Addresses the challenge on the production technologies of bacterial cellulose up to pilot-scale Discusses cost-effective, green processes using agri-processing residues and medium formulation Includes efficient preparation of nano-composite using in vitro and in vivo methods Provides latest applications of bacterial cellulose in food and pharmaceuticals fields Reviews the production of bacterial fro

This volume summarizes key methods and advancements in the field of henipavirus molecular biology. Chapters guide readers through protocols focusing on emerging bat-borne paramyxoviruses as well as pathogenicity caused by Nipah and Hendra viruses. Protocols are also included to help develop diagnostic tools, antiviral therapeutics, and vaccine creation. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols. Authoritative and cutting-edge, Nipah Virus: Methods and Protocols aims to be a useful and practical guide to new researchers and experts looking to expand their knowledge.

This second edition details new and updated protocols for experimental approaches that are currently used to study the formation of flowers. Chapters guide readers on genetic methods, phenotypic analyses, genome-wide experiments, modeling, and system-wide approaches. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Flower Development: Methods and Protocols, Second Edition aims to be a useful and practical guide to new researchers and experts looking to expand their knowledge.

AOAC INTERNATIONAL has been publishing a robust set of methods for analytical scientists since 1884. Scientists from around the globe contribute their expertise to ensure the content remains reliable in terms of standards development, method development, and the systematic evaluation andreview of methods. As a result, the Official Methods of Analysis of AOAC INTERNATIONAL is the most comprehensive collection of chemical and microbiological methods available in the world. Now in its twenty-second edition, this publication continues to be the most extensive and reliable collection ofchemical and microbiological methods and consensus standards. Many methods within the compendium have notation indicating their adoption as harmonized international reference methods by the International Organization for Standardization (ISO), the International Dairy Federation (IDF), the International Union of Pure and Applied Chemistry (IUPAC), and the CodexAlimentarius Commission. This new edition includes

The A to Z of Creative Writing Methods is an alphabetical collection of essays to prompt consideration of method within creative writing research and practice.Almost sixty contributors from a range of writing traditions and across multiple forms and genre are represented in this volume: from poets, essayists, novelists and performance writers, to graphic novelists, illustrators, and those engaged in multi-media writing or writing-related arts activism. Contributors bring to this collection their distinct and diverse literary and cultural contexts, defining, expanding and enacting the methods they describe, and providing new possibilities for creative writing practice.Accessible and provocative, A to Z of Creative Writing Methods lays bare new developments and directions in the field, making it an invaluable resource for the teachers, research students and scholar-practitioners in the field of creative writing studies.

Why do people run for office with opposition parties in electoral authoritarian regimes, where the risks of running are high, and the chances of victory are bleak? In Activist Origins of Political Ambition, Keith Weghorst offers a theory that candidacy decisions are set in motion in early life events and that civic activism experiences and careers in civil society organizations funnel aspirants towards opposition candidacy in electoral authoritarian regimes. The book also adapts existing explanations of candidacy decisions derived from leading democracies that can be applied to electoral authoritarian contexts. The mixed-methods research design features an in-depth study of Tanzania using original survey data, sequence methods, archival research, and qualitative data combined with an analysis of legislators across authoritarian and democratic regimes in Africa. A first-of-its kind study, the book's account of the origins of candidacy motivations offers contributions to its study in aut