Machine Learning Algorithms for Problem Solving in Computational Applications

Graph Theory, Combinatorics and Algorithms: Interdisciplinary Applications focuses on discrete mathematics and combinatorial algorithms interacting with real world problems in computer science, operat

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This

In Social Problem Solving: Theory, Research, and Training, readers will find a nice balance of theory and research in social problem solving as well as practical methods and training approaches. Beca

Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines.

In his most ground-breaking book since THE BEST OF TIMES (Fall 2002), Greg Tang underscores the importance of four basic rules in problem-solving. Keeping an open mind, looking for unusual number com

Polynomial equations have been long studied, both theoretically and with a view to solving them. Until recently, manual computation was the only solution method and the theory was developed to accommodate it. With the advent of computers, the situation changed dramatically. Many classical results can be more usefully recast within a different framework which in turn lends itself to further theoretical development tuned to computation. This first book in a trilogy is devoted to the new approach. It is a handbook covering the classical theory of finding roots of a univariate polynomial, emphasising computational aspects, especially the representation and manipulation of algebraic numbers, enlarged by more recent representations like the Duval Model and the Thom Codification. Mora aims to show that solving a polynomial equation really means finding algorithms that help one manipulate roots rather than simply computing them; to that end he also surveys algorithms for factorizing univariate

Problem-based learning (PBL) is becoming widely used in higher education. Popular in the medical sciences, PBL is now finding applications beyond - in engineering, sciences and architecture - and is w

Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequenc

This text offers a modern approach to vibrations. Equal emphasis is given to analytical derivations, computational procedures, problem solving, and physical interpretation of results. Appropriate for

Explores some of the more advanced tools in computer programming such as structured problem solving, object- oriented programming, data abstraction, and the comparative analysis of algorithms. The aut

This book presents the principles and specific problem-solving methods that can be used to solve a variety of mathematical problems. The book provides clear examples of various problem-solving methods

Thinking and Problem-Solving presents a comprehensive and up-to-date review of literature on cognition, reasoning, intelligence, and other formative areas specific to this field. Written for advanced

This book meets the need for an extensive introduction to the techniques of problem solving in industrial chemical applications. The numerous examples are presented in an easy-to-understand fashion, a

In this volume, which was originally published in 1996, noisy information is studied in the context of computational complexity; in other words the text deals with the computational complexity of mathematical problems for which information is partial, noisy and priced. The author develops a general theory of computational complexity of continuous problems with noisy information and gives a number of applications; deterministic as well as stochastic noise is considered. He presents optimal algorithms, optimal information, and complexity bounds in different settings: worst case, average case, mixed worst-average and average-worst, and asymptotic. The book integrates the work of researchers in such areas as computational complexity, approximation theory and statistics, and includes many fresh results as well. About two hundred exercises are supplied with a view to increasing the reader's understanding of the subject. The text will be of interest to professional computer scientists, statis

There have been many scattered studies on production systems since they were first proposed as computational models of human problem-solving behavior by Allen Newell some twenty years ago, but this is

Problem-solving and computational skills, with special focus on the use of the Casio FX-260 calculator, understanding grids, and strategies for handling word problems.Announcing the companion workbook

This beautifully illustrated flap book explores just how smart all kinds of different animals are. Learn about how birds, octopuses and even fish use tools to get food, explore the complex communication skills of prairie dogs, why elephants really do never forget, the ways in which orangutans are the smartest problem solvers, how the most intelligent animals make use of us, and much more.

An unforgettable and life-affirming story of a renowned novelist facing a devastating diagnosis from the Number One bestselling author.THE INSTANT SUNDAY TIMES BESTSELLER!'Only Sophie Kinsella can make you laugh like this while she's got you crying . . . This is one of the gutsiest moves I've seen from a writer in a long time. I could not put it down.' TAYLOR JENKINS REID'A deeply funny and affecting love story.' The Guardian'I laughed. And I cried. And then I thought about the meaning of life. A jewel of a book.' JOJO MOYES'Emotional and affecting, this gave me a new appreciation for life's small joys.' Red'The bravest book you'll read all year.' JODI PICOULT------------------From Number One bestselling author Sophie Kinsella, an unforgettable story – by turns heartbreaking and life-affirming – of a renowned novelist facing a devastating diagnosis and learning to live and love anew.‘What Does It Feel Like? is fiction, but it is my most autobiographical work to date. Eve’s story is my

本書以「國際展演脈絡的對話一創作與設計交流」為核心，參與多國展覽、競賽與策展的實踐經驗，選介二十五件作品，進一步探討設計如何在不同文化語境中被理解、被回應與再調整。透過展演回饋、跨文化對話與教學轉譯，建構一套以展演為方法、以交流為核心的創作與學習脈絡。This book is centered on ""Dialogues in International Exhibition Contexts: Creative and Design Exchange."" Drawing on practical experience from participating in exhibitions, competitions, and curatorial projects across multiple countries, it presents a selection of twenty-five works to examine how design is interpreted, responded to, and recalibrated within different cultural contexts. Through exhibition feedback, cross-cultural dialogue, and pedagogical translation, the book constructs a framework for creation and learning that takes exhibition as a method and exchange as its core.

"These twins make learning to read double the fun." - Kirkus From award winning author, Grace Lin, comes another installment of the irresistible early reader series, Ling & Ting! Join these iconic twins as as they celebrate Lunar New Year! Ling and Ting are twins. They are Chinese and American. They celebrate the new year two times. Now they are preparing for Lunar New Year. They want a lucky year. What happens when Ting makes a mistake? Can their year still be lucky? * Don't miss Ling and Ting's other adventures!: Ling & Ting: Not Exactly the Same Ling & Ting: Twice as Silly Ling & Ting: Together in All Weather Ling & Ting Share a Birthday

From award-winning and New York Times bestselling author Geraldine McCaughrean, an utterly immersive and unforgettable novel set during the London Blitz, inspired by the author's fatherWith World War II on their doorstep, the children of Greenwich, England, are being evacuated. But on the train meant to take them to safety, four of them decide they aren't ready to leave home. They climb out the carriage window just in time, forging an unlikely friendship. With their school taken over by the fire service, they spend their days trying to be useful. Lawrence is building a secret machine. Gemmy searches bombed-out homes for things of value--only to find an adorable mutt she can't even give away. Franklin wants to join the fire service, even if it means lying about his age. Olive looks after her father, haunted by the deaths of his fellow firemen. Together, the four friends roam the streets of London, discovering their resilience amongst the secrets of the city. But as the Blitz unleashes a

When Uncle Bernie turns up with his incredible Mechanical Mole machine, the Adventuremice go on a mission! Pedro and the crew burrow to an underground cave world, unlike anything they've ever seen. There are tiny, twisty trees, and even tinier pterodactyls! But there's also a HAMSTERSAURUS REX on the loose!Can the team save the nervous local cavemice from this giant predator, or is there more to the creature than meets the eye?

Hop along with Maisy as she discovers fascinating facts about frogs and toads in this eighth Maisy's Planet adventure. Frogs are fantastic! Every toddler who has been up close and personal with one of these big-eyed amphibians--as well as those not so sure about the bumpy green guys--will be intrigued by this fun introduction to frogs and toads with Maisy leading the way. Young children can find out about everything from tadpoles to lily-pad-leapfrogging in a gentle learning experience, then open out the final inviting scene as Maisy and friends make a frog-friendly pond in her backyard.

Best friends Ember the Fire Dragon and Gus the Mushroom Dragon search for a magic jewel in the first installment of this full-color, fantasy adventure series perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Dragon Hill is in trouble! The magic jewel that protects Dragon Hill has gone missing, and best friends Ember the Fire Dragon and Gus the Mushroom Dragon work together to find the jewel. But they are young dragons and Ember doesn't yet know how to use her fire powers. The two friends follow squirrel paw prints and meet a helpful Tree Dragon. Will they be able to find the magic jewel?Ember and Gus's adventure is told through five full-color short stories with ea

School Library Journal Best Book of 2025Amazon's Best Children's Books of 2025 (Ages 6-8)New York Public Library Best Book for Kids of 2025Booklist Editor's Pick for 2025 Graphic Novels本書為《Hug Machine》作者 Scott Campbell 的圖像書作品。在這個奇妙的世界裡，每個人頭上都「頂著一個東西」，主角是形影不離的好朋友──小屋頭與大樹頭。這對古怪卻真摯的好友，一起經歷剪葉（剪頭髮）大失敗、手繪地圖尋寶，甚至踏上宇宙級大冒險，發現原來地球也在某個人的頭上！本書以幽默感十足、瘋狂又新鮮的創意設定，描繪出一個歡樂又超現實的世界。全書收錄六則爆笑又溫馨的故事，搭配簡潔的線條與充滿節奏感的對話，小讀者能在畫面中盡情尋找並替各式各樣的「頭」命名，也一定會被荒謬又可愛的情節逗得哈哈大笑。"Hahahahahahahaha" —Jon Klassen, Caldecott medalist and New York Times bestselling author-illustrator of THE SKULL"I laughed my head off!" —Ben Clanton, Eisner Award winner and New York Times bestselling author-illustrator of NARWHAL AND JELLYHELLO, READER HEADS! Jump headfirst into the wonderfully off-the-wall world of renowned creator Scott Campbell, in this goofy, good-natured graphic novel series featuring a best friend duo like no other! It's Frog and Toad meets Bill and Ted for a new generation of readers — and best buddies of all ages.Book 1 in

這是暢銷書系列《Deep Learning》的第5集，本次的主題是「生成模型」。書中延續此系列的風格，以連貫的故事介紹從「常態分布」到「擴散模型」的技術。你可以累積學到的知識，一步一步練習操作，不斷累積學習成果，最終完成類似「Stable Diffusion」這樣的AI影像生成模型。技術的有趣之處在於細節，從零開始建構，挑戰各種公式。

本書是一場需要讀者親自參與的解謎冒險。Joe、Polly 和 Sam 偶然發現一棟被遺棄的古老宅邸，屋內閃爍著奇怪的光，還留下神祕訊息。當他們在鏡子裡看見詭異的身影時，不禁開始懷疑：這裡真的有鬼嗎？透過動腦解開謎題、破解密碼、進行邏輯推理，幫助三位主角找出真相。讀者不只是旁觀者，而是冒險的一分子，每一頁都有新的線索與挑戰。書中搭配漫畫式插圖，節奏輕快，書末附有提示與解答。When Joe, Polly and Sam stumble across an abandoned manor house, with strange, glowing lights, they decide to explore. Soon, they are on the trail of mysterious messages - and then a terrifying ghostly figure appears in a mirror. Could it be real? They'll need all the help you can give them to find out, solving brain-teasers, logic puzzles and curious codes along the way.There are extra clues and answers at the back of the book. Packed full of interactive puzzles and comic-strips, this Usborne classic has been updated and enhanced for a whole new generation of puzzle adventurers.

Find out all about George Washington, Founding Father and first president of the United States, and the key role he played in the American Revolution and the colonial bid for independence from Great Britain.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about George Washington and his monumental impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of George Washington, exploring his background and key people in his life, his role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and ma

Find out all about Susan B. Anthony, the American women's rights activist and social reformer, and the pivotal role she played in the women's suffrage movement in the United States.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about Susan B Anthony and her impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of Susan B. Anthony, exploring her background and key people in her life, her role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and make complex events accessible to children

Dive into this collection of spooky stories for beginning readers from New York Times bestselling author Max Brallier!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, and full-color artwork on every spread, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Who is that trapped inside the mirror? What happens when a wish comes true? This scary story collection from New York Times bestselling author Max Brallier is perfect for beginning readers who are looking to be spooked. With simple text, creepy full-color artwork on every page, genuine scares, and a spooky "invisible" message on the cover, these five hair-raising stories are sure to send shivers down your spine!

故事發生在午餐時間，Jim剛從樹上摘下最後一根香蕉，卻不小心掉到地上。當他下樹去找香蕉時，疣豬已經把香蕉撿起來，並堅稱那是自己的。Jim和疣豬因為這樣起了爭執，接著其他動物圍了過來，大家都無法判斷香蕉真正的主人是誰，直到好友Norman提出了建議....New York Times bestselling character Grumpy Monkey learns the importance of sharing with others in this original board book story that tackles a common toddler issue.It’s time for lunch, and Jim Panzee has just picked the very last banana on the tree. But then he drops it. When he climbs down to find it, Warthog has already picked up the banana and thinks it belongs to him. “It’s mine!” they both insist. As the two argue, the other animals arrive and soon, no one can agree who the banana belongs to. Until Norman suggests, “What if you share the banana?”Talented author-illustrator team Suzanne Lang and Max Lang convey the struggle of learning how to share in this funny board book for toddlers and babies that encourages kindness and generosity.Series Overview: SERIES DESCRIPTION: The Grumpy Monkey books were created by Suzanne and Max Lang to promote emotional li

There’s nothing funny about bums. Nothing funny at all!They come in all shapes and sizes, the big, the wobbly the small…... insists a teacher, reading from a book called The Book of Things That Are Definitely Not Funny. In this hilarious picture book, join a class of children as they attempt to keep a straight face while learning about bottoms. But after the teacher has described ants in pants, ninja farts and torpedoes in the bath everyone is rolling around laughing. What will the headteacher say?!A fabulously silly story with hilarious illustrations – children and their grown-ups will love reading and giggling along.

A funny Halloween picture book – great for kids aged 3+Celebrate the spooky season with everyone’s favourite bear, Paddington – now a major movie star!Paddington Bear is getting ready for a Halloween party, strictly for family only. He can’t wait for the party to start – as soon as he gets home from trick or treating! But nothing goes quite to plan after Paddington’s mean neighbour, Mr Curry, invites himself to the party and spoils all the fun. Luckily, Paddington has a special Halloween trick that might just save the day!A hilarious new Paddington adventure, full of spooky surprises!* More than 45 million Paddington books sold, worldwide!* Perfect Halloween Picture Book – From Sunday Times bestselling author Michael Bond* Ideal Halloween Gift and Keepsake – Perfect for adding to a Halloween basket!* Parent & Educator Approved Quality – The story is aligned with EYFS guidelines to encourage imaginative play and social-emotional learning

From award-winning children's book author-illustrator Charise Mericle Harper comes a one-of-a-kind chapter book perfect for fans of the Narwhal and Jelly and Kondo & Kezumi series. After receiving an urgent mountaintop message from the blue jay, Mouse proclaims to all the woodland creatures: "The Shindig is coming!" The entire forest is soon abuzz with everyone asking the same question: What is a shindig? Meetings are held. Assumptions are made. Honey cake is served. Finally Bear declares the answer. A shindig is a party, which is just like a meeting only fun. Problem solved! . . . Or is it? When the blue jay finally reaches the party-prepping crew, all that pep turns to panic. The blue jay's message wasn't an invitation. It was a warning! THE SHINDIG IS COMING! Hooves, claws, and paws scatter when the mysterious forest visitors arrive at last. And opossum faints. Again. Find out what Mouse heard, what Bear said, and what Opossum missed in The Shindig Is Coming! Charise Mericle Har

A walk through their bustling city neighborhood brings a girl and her grandfather closer together in this gentle, contemplative picture book that’s “a reminder of the importance of being in the world with unhurried attention and open hearts” (Publishers Weekly, starred review).A child and her grandfather step out of their brownstone and take a walk around their lively city. Together, they practice looking closely. They delight in the world that they see, taste, touch, feel, and hear. Whether learning a yellow bird’s song, tasting a street vendor’s mango slices, or listening to the thumping music from passing cars, they find small wonders in every moment they share—and together, always, they go slow.Simple yet poetic,We Go Slowis a breathtaking invitation to everyday wonder from acclaimed picture book creators Mariahadessa Ekere Tallie and Aaron Becker.

Meet Fuecoco, the fun Fire Croc Pokémon! Learn all about Roy and his partner Pokémon, Fuecoco, in this fun Level 1 Reader. Including simple sentence structures, basic vocabulary and high frequency phonics, this story book is accessible to young readers who are learning to read independently. Also look out for these other Pokémon readers, featuring characters from the new Horizons TV series: Pokémon Young Readers Level 1: Meet Sprigatito [9780008743130]Pokémon Young Readers Level 1: Meet Quaxly [9780008743178]Pokémon Young Readers Level 2: Fuecoco the Berry Thief [9780008616762]Pokémon Young Readers Level 2: Adventure on the Horizon [9780008680817]Pokémon Young Readers Level 2: Special Training with Captain Pikachu [9780008743185]Pokémon Young Readers Level 2: We Can Do It, Quaxly [9780008743192]Pokémon Young Readers Level 3: Rivals in the Dark of Night [9780008743147]Pokémon Young Readers Level 3: Roar of the Black Rayquaza [9780008743161]Pokémon Young Readers Level 3: A Challenge from

Why? Dinosaursis the must-have Q&A book that answers every prehistoric puzzler for the aspiring paleontologist.Could you outrun a velociraptor? Ever wonder whyT. rexhad such small arms? Did dinosaurs roar like they do in the movies?Become a fossil fanatic as you unearth the oldest, biggest, and most fearsome dinosaurs—and discover what they are. Along the way, uncover hundreds of fun facts and exclusive explorer interviews, and even learn whether people might be able to bring dinos back to life!This fun-packed Q&A book features new dinosaur illustrations, cutting-edge research discoveries, and interactive games, activities, and quizzes to promote curiosity and a love of learning in kids.Why? Dinosaursis so unique even dinosaur superfans who think they’ve seen it all will consider it a must-have title to complete their prehistoric animal collection!

Meet Isadora Moon's mermaid friend, Emerald! Emerald is learning how to be a mermaid princess, but there are just so many rules. She loves having fun with her friends and exploring her underwater world with her pet octopus, Inkibelle, she doesn't want to be stuck in the palace with everyone looking at her and checking that she's doing things the proper, royal way. In Emerald and the New Arrival, Emerald's mum is expecting a baby and there's so much to do before the big day! Everyone is excited but Emerald can't help feeling a little .. . unsure.What if she gets woken up at night by all the crying? And what if Mum and her step-dad Auster are too busy with the new baby to think about her? But family life is full of surprises and Emerald is about to find out that being a BIG sister is a very special thing indeed. Illustrated throughout in sea green and black, Emerald is perfect for readers who are looking for a first chapter book with a splash of wildness and wonder.

零基礎也能打造AI物聯網， 用Node-RED整合YOLO與LLM， 全方位建構你的AIoT與邊緣AI應用！ 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 內容重點 ➤ 使用Node-RED視覺化流程建立監控儀表板（Dashboard）、MVC網站、REST API和使用MySQL資料庫儲存感測器數據。 ➤ 詳細說明MQTT通訊協定、取得網路OpenData與JSON資料剖析、寄送Email電子郵件與Telegram通知。 ➤ 使用Teachable Machine與YOLO訓練自己的AI模型，並且串接LLM來輕鬆使用Node-RED整合生成式AI，建立你的AIoT智慧物聯網應用。 ➤ 完整YOLO模型訓練步驟，只需執行各步驟的Python工具程式，就可以使用LabelImg標註圖片建立資料集，訓練出你自己的YOLO物體偵測模型。 ➤ 提供綠化版Node-RED+Python整合套件fChartEasy，免安裝輕鬆幫助你建構學習本書內容所需的Windows開發環境。 你將學會以下實作專案： ✔ 建立溫溼度監控儀表板、繪製Node-RED圖表、送出天氣通知 ✔ 使用Teachable Machine 模型、標註圖檔、YOLO客製化模型 ✔ 打造透過MQTT控制的ESP32-CAM相機與IP Camera，輕鬆建立你的AI之眼 ✔ 建立AI猜拳遊戲、OCR車牌辨識、物體偵測、即時串流偵測、路況分析 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 本書特色  視覺化開發×無痛入

Meet Sprigatito, the cheeky Grass Cat Pokémon! Learn all about Liko and her partner Pokémon, Sprigatito, in this fun Level 1 Reader. Including simple sentence structures, basic vocabulary and high frequency phonics, this story book is accessible to young readers who are learning to read independently.Also look out for these other Pokémon readers, featuring characters from the new Horizons TV series: Pokémon Young Readers Level 1: Meet Sprigatito [9780008743130]Pokémon Young Readers Level 1: Meet Quaxly [9780008743178]Pokémon Young Readers Level 2: Fuecoco the Berry Thief [9780008616762]Pokémon Young Readers Level 2: Adventure on the Horizon [9780008680817]Pokémon Young Readers Level 2: Special Training with Captain Pikachu [9780008743185]Pokémon Young Readers Level 2: We Can Do It, Quaxly [9780008743192]Pokémon Young Readers Level 3: Rivals in the Dark of Night [9780008743147]Pokémon Young Readers Level 3: Roar of the Black Rayquaza [9780008743161]Pokémon Young Readers Level 3: A Chall