Machine Learning Algorithms for Problem Solving in Computational Applications

The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book

Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, fin

This collection of twenty-one articles on machine intelligence showcases current scholarship in a variety of domains relating to the development of learning computers, advanced algorithms, and automat

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks.

Devised with a focus on problem solving, Geotechnical Problem Solving bridges the gap between geotechnical and soil mechanics material covered in university Civil Engineering courses and the advanced

In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and

Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in computer vision, signal processing or text and multimedia

For thousands of years, algebra consisted solely of expanding the list of problem-solving algorithms—a list of procedures similar in concept to the quadratic formula. But much of contemporary a

Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modelling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modelling of environmental data, oceanographic and hydrological forecasting, ecological modelling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing websites for downloading computer code and data sources. A resources website contains datasets for exercises, and password-protected solutions are available. The book is suitable for first-year graduate students and advanced undergraduates. It is also valuable for resear

For courses in Geometry or Geometry for Future Teachers.This popular book has four main goals: 1. to help students become better problem solvers, especially in solving common application problems invo

Emphasizing the search for patterns within and between biological sequences, trees, and graphs, Combinatorial Pattern Matching Algorithms in Computational Biology Using Perl and R shows how combinator

CI Techniques & Algorithms for a Variety of Medical Imaging SituationsDocuments recent advances and stimulates further researchA compilation of the latest trends in the field, Computational Intell

The fun and simple problem-solving guide that took Japan by stormKen Watanabe originally wrote Problem Solving 101 for Japanese schoolchildren. His goal was to help shift the focus in Japanese educat

"This is a valuable reference guide for readers interested in gaining a basic understanding of probability theory or its applications in problem solving in the other disciplines."-CHOICEProviding cut

Wackerly (University of Florida) presents the theory of statistics in the context of practical problem solving and real world applications, in this text for a one-year undergraduate sequence on mathem

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evoluti

For courses in Geometry or Geometry for Future Teachers. This popular book has four main goals: 1. to help students become better problem solvers, especially in solving common application probl

Computational vision deals with the underlying mathematical and computational models for how visual information is processed. Whether the processing is biological or machine, there are fundamental questions related to how the information is processed. How should information be represented? How should information be transduced in order to highlight features of interest while suppressing noise and other artefacts of the image capture process? Computational Vision in Neural and Machine Systems address these and other questions in 13 chapters, divided into three sections, which overlap between biological and computational systems: dynamical systems; attention, motion, and eye-movements; and stereovision. The editors have brought together the best and brightest minds in the field of computational vision, combining research from both biology and computing and enhancing the developing synergy between computational and biological visual modelling communities. Aimed at researchers and graduate

Aimed at an audience of researchers and graduate students in computational geometry and algorithm design, this book uses the Geometric Spanner Network Problem to showcase a number of useful algorithmic techniques, data structure strategies, and geometric analysis techniques with many applications, practical and theoretical. The authors present rigorous descriptions of the main algorithms and their analyses for different variations of the Geometric Spanner Network Problem. Though the basic ideas behind most of these algorithms are intuitive, very few are easy to describe and analyze. For most of the algorithms, nontrivial data structures need to be designed, and nontrivial techniques need to be developed in order for analysis to take place. Still, there are several basic principles and results that are used throughout the book. One of the most important is the powerful well-separated pair decomposition. This decomposition is used as a starting point for several of the spanner constructi

Problems are a central part of human life. The Psychology of Problem Solving organizes in one volume much of what psychologists know about problem solving and the factors that contribute to its success or failure. There are chapters by leading experts in this field, including Miriam Bassok, Randall Engle, Anders Ericsson, Arthur Graesser, Keith Stanovich, Norbert Schwarz, and Barry Zimmerman, among others. The Psychology of Problem Solving is divided into four parts. Following an introduction that reviews the nature of problems and the history and methods of the field, Part II focuses on individual differences in, and the influence of, the abilities and skills that humans bring to problem situations. Part III examines motivational and emotional states and cognitive strategies that influence problem solving performance, while Part IV summarizes and integrates the various views of problem solving proposed in the preceding chapters.

Computational Techniques for Modelling Learning in Economics offers a critical overview of the computational techniques that are frequently used for modelling learning in economics. It is a collect

Schemas in Problem Solving explores a theory of schema development and studies the applicability of the theory as a unified basis for understanding learning, instruction and assessment. The theory's prescriptions for teaching are direct, and its application to assessment suggests new directions for tests. After examining the roots of the theory in earlier work by philosophers and psychologists, Marshall illustrates the main features of her theory with experimental evidence from students who are learning to recognize and solve arithmetic story problems. She describes individual performance with traditional empirical studies as well as computer simulation. The computer simulation reflects an approach in modelling cognition. Marshall's model links neural networks with symbolic systems to form a hybrid model that uses pattern matching of sets of features as well as logical step-by-step rules.

Many individuals studying problem solving consider creativity a special type of problem solving. On the other hand, many individuals studying creativity view problem solving as a special type of creat

The brand new feel-good, laugh-out-loud Tom Gates story featuring LOADS of doodles, three parties and some pesky pets. From Liz Pichon, the multi-million copy bestselling author and illustrator. Norman's told the whole school that DogZombies have a NEW SONG and a NEW LOOK for the BIG end of term party.But the problem is... they don't. How can they be the best band when they will be up against Oakfield Manor school? Will Tom make it to Leroy's party on time? Is dressing as a dolphin with a blue face a good idea? And will Mum and Dad ever do a fun run again? These questions and SO much more answered in this hilarious extra special story.Written in diary form Every page STUFFED full of laughs, stories, doodles and creative FUN The Brilliant World of Tom Gates was the winner of the 2011 Roald Dahl Funny Prize! Perfect gifts for boys & girls who love to laugh themselves silly The first series of The Brilliant World of Tom Gates won the Scottish BAFTA for Entertainment! REVIEWS OF TOM GA

For one city-kid turned country girl whose life has been changing nonstop, it seems like its finally time to find her place in her new blended family while settling in for the winter! Cozy up to the final volume of the heartfelt and acclaimed Peapod Farm series!Jen couldn't be more excited to spend time onPeapod Farms with her step-sisters, Andy and Reese. For months, Jen has been so focused on trying to figure out how she fits into her new blended family that she hasn't realized she's found her place... that is until Reese calls her sister.Excited and content, Jen thought she had figured everything out,but now she's not so sure. A rift emerges between the girls as Andy doubles down on being Reese's ACTUAL sister, while Jen is just the STEP sister. With Andy's attitude bringing a cold front to the farm it seems like it's going to be a long winter.Maybe between Peapod Farm's first snow and learning how to tap a tree for sugar, Jen and Andy both will have a chance to truly understand wha

Owl wonders why everyone else in the forest sleeps at night, in this sweetly-illustrated story about how we learn to know ourselves. A splendid read for emerging readers, animal lovers, and fans of classics such as Winnie the Pooh, this book works both for bedtime and for budding lovers of adventure stories! Perfect for ages 4-8. In this thoughtful, refreshing, and lovingly illustrated picture book, Owl embarks on a quest to answer the question that's making him feel mixed up: why can't he fall asleep at night when all of the other animals in the forest are sleeping? Setting out on a quest to learn, Owl asks the squirrels, the rabbits, and even a bear! But alas, all the animals are asleep at night and too busy in the daytime to help Owl solve his problem. But this owl is determined to find out what's up with sleeping at night, and the answer might just surprise him . . .

Learning how to read should be a walk in the dog park! Follow four curious canines on letter-replacement adventures in this phonics-based early reader series starter from Theodor Seuss Geisel Medalist Ethan Long.Meet the Letter Setters! When their BONE is GONE, these dynamic dogs—Patrick (an Irish Setter), R.W. (a Red and White Setter), Victoria (an English Setter), and Gordy (a Gordon Setter)—sound the GONG and spring into action to retrieve their tasty treat.In this engaging new early reader series from acclaimed author-illustrator Ethan Long, each story starts out with a four letter word. On the next page, one swapped letter makes a new word—and a new canine caper for little ones learning how to read! As this fresh and fun device propels the pups into silly, slapstick sequences, phonics help readers to discover new words, study how words relate to each other, and observe how text and pictures support one another.Geisel Medalist Ethan Long’s expressive artwork shines in these energet

Why do your eyes blink? Why does your heart race when you run fast? How does your body know when to stop eating? This encyclopedia about the human body will answer these and many more whys and hows for you. Learning is made simpler with well-labelled diagrams and an extensive glossary of difficult words. Bonus: the engrossing book comes loaded with Isn't It Amazing—a section of fun facts to keep you glued for more.This encyclopedia is a must-read for all children!•

From a bestselling and award-winning team comes a moving, gorgeously illustrated picture-book biography of one of the greatest cellists of all time, Yo-Yo Ma, and his lifelong passion for using music to unite people in harmony and joy "I've been asking myself all my life, 'What is the purpose of music?'" -Yo-Yo Ma At a young age, Yo-Yo Ma discovered a remarkable gift for the cello, playing Bach from memory by age four. His technique was far beyond his years, but even as he grew and became a world-class musician--studying at Juilliard, performing at Carnegie Hall at a young age, even playing on television before the president of the United States--he wanted to use his gift for something deeper, something bigger. As he asked question after question, trying to understand his place in the world, he discovered something that every culture has in common: music. Ma decided that he would spend his life not only performing for others, but learning from other cultures' musical traditions and fin

Discover the fascinating world of the ancient Greeks through 99 questions and answersWhere did the ancient Greeks do their shopping? Why did the Athenians worship Athena? And just what happened in a hippodrome?! Find out the answers to all these questions and many, many more in this high-interest romp through the world of the ancient Greeks.99 Questions About... makes historical civilisations come alive with interest, humour and occasional weirdness. The core information is excellent support for curriculum topics, while the dip-in structure and light amounts of text will entice even reluctant readers who enjoy the light-hearted Horrible Histories approach to learning. The high-interest approach is complimented by a striking, two-colour design, featuring simple but eye-catching graphics.Fun reading for children aged 8 and up.Books in the series:Ancient EgyptiansAncient GreeksAztecsBeninMayaRomansShang DynastySong DynastyStone, Bronze and Iron AgeVikings

Discover the fascinating world of the Shang Dynasty through 99 questions and answersWhere did the Shang rule? Why is Fu Hao so famous? And did the Shang really invent chopsticks? Find out the answers to all these questions and many, many more in this high-interest romp through the world of the Shang Dynasty!99 Questions About... makes historical civilisations come alive with interest, humour and occasional weirdness. The core information is excellent support for curriculum topics, while the dip-in structure and light amounts of text will entice even reluctant readers who enjoy the light-hearted Horrible Histories approach to learning. The high-interest approach is complimented by a striking, two-colour design, featuring simple but eye-catching graphics.Fun reading for children aged 8 and up.Books in the series:Ancient EgyptiansAncient GreeksAztecsBeninMayaRomansShang DynastySong DynastyStone, Bronze and Iron AgeVikings

Max Meow 1: Cat Crusader (graphic novel)Max Meow 2: Donuts and Danger (graphic novel)Max Meow 3: Pugs from Planet X (graphic novel)Max Meow 4: Taco Time Machine (graphic novel)Max Meow 5: Attack of the ZomBEES (graphic novel)Max Meow 6: When Pancakes Go Bad (Really Bad!)(graphic novel)

In this companion to the acclaimed and bestselling picture books In a Jar and Out of a Jar, a little bunny and his friends collect their hopes and dreams for the future in jars.Llewellyn the bunny and his friends dream of many things. Some of their dreams are small, like learning to ice skate, visiting a friend, or acting in the school play. And some of their dreams are big, like going to the moon, or becoming a ballet dancer or a wildlife photographer. Their dreams feel so precious that the bunnies place them in jars for safekeeping. But when a storm comes and destroys their collection of jars, Llewellyn and his friends wonder: what’s the point of dreaming if everything could be lost?This timely, powerful, and beautifully illustrated story of perseverance and resilience explores setbacks, loss, and grief, and shows how—with the help of friends and loved ones—to find the strength to start again.

Have Pizza and Taco been naughty or nice? These foodie besties are getting ready for the BEST CHRISTMAS EVER in this hilarious graphic novel chapter book!IT'S CHRISTMAS TIME....in a few months!!! But Pizza and Taco have decided it's never too early to make their Christmas wish lists and check them twice. Now all they need to do is make sure they’re super nice and well-behaved because Santa Slaw is always watching! Taco has no problem helping neighbors and doing his chores...but Pizza, on the other hand...! Will Pizza and Taco get all the presents they ask for?This hilarious young graphic novel—with chapters—will tickle the funny bones of kids ages 5-8 and bolster their reading confidence. It's the perfect stepping stone for readers who are transitioning to longer chapter books and graphic novels.Readers will be hungry to collect all eight books in the series! Here are a few titles to look out for:Who's the Best?Super-Awesome Comic!Too Cool for School (A Parents Magazine Best Book!)Dare

★ 自選角色路線，武士與忍者雙線★ 解謎闖關設計，培養邏輯與策略思考★ 單冊可獨立閱讀，也可蒐藏全系列《Adventuregame Comics》系列第三集《Samurai vs. Ninja》，將讀者帶入充滿東方武士精神與忍術對決的冒險世界。故事核心圍繞神祕力量手環。你必須闖入領主Touma的宅邸，破解層層機關，躲過守衛追捕。不同選擇將開啟不同技能與劇情走向——是正面對決，還是潛行智取？作者Jason Shiga以簡潔卻精準的畫風與迷宮式結構，打造宛如類比電玩的閱讀體驗。本書被Kirkus評論為「每種解法都值得嘗試的精彩冒險」。這是一場關於選擇、策略與智慧的對決。In the third installment of award-winning cartoonist Jason Shiga's interactive graphic novel series, Adventuregame Comics: Samurai vs. Ninja guides you to choose your warrior fate. Your choice will set you on a path, solving puzzles and learning special skills, all in preparation for your ultimate quest There is a bracelet that gives the wearer immense power, but it has fallen into the clutches of the evil Lord Touma. You must break into his house and steal it! But when Lord Touma's guards apprehend you, it'll be down to your smarts and your special skills to beat his rigged games and break free. Will you make the right choices or have to start a new path? Adventuregame Comics is a series of interactive g

這是一本能「一起玩」的繪本！喜歡 Hervé Tullet《Press Here》那類互動書的孩子，一定也會愛上這本充滿想像力的小書。翻頁之間，小讀者可以跟著指示「做菜」——數一數水果、認顏色、說出名稱，就像真的在廚房裡動手玩。書中巧妙結合遊戲與學習，讓孩子在笑聲中培養觀察力與專注力。A bright and funny board book like an interactive game for the fans of Press Here, by Hervé Tullet who will enjoy cooking the very book they’re holding.From counting, practicing colors or learning fruits name to deepening toddler’s interest in cooking – and introducing new fruits to them: a fun learning journey.

This jam-packed collection of fun and simple science experiments for kids is perfect for the classroom or home. Stir up some sticky slime, build a solar system with rubber bands, power a speed boat using soap, and construct an erupting volcano, all with Home Activity Lab, which offers exciting experiments for budding scientists. Including a foreword by Professor Robert Winston, this stunning book includes 28 brilliant science projects using simple step-by-step instructions, everyday ingredients that can be found around the house, and amazing photography to guide you from start to finish. Each experiment describes the science behind the project, highlighting STEM facts with STEM icons pointing out the key science, technology, engineering, and math learning involved in each project. "Take it further" panels encourage young readers to experiment and take their projects to the next level, developing their independence, initiative, and creative thinking skills. Perfect for budding scientist

The Cosmic Adventures of Astrid and Stella Star Struck! (the Cosmic Adventures of Astrid and Stella Book #2)Get Outer My Space! (the Cosmic Adventures of Astrid and Stella Book #3)BESTSELLING TEAM: Sabrina and Eunice Moyle are the team behind Hello!Lucky. Their books have sold nearly 1.5 million copies across formats, and they boast nearly 78,000 followers on Instagram.HIGH-DEMAND FORMAT: Graphic novels for emerging readers are an in-demand category that’s only growing. With three easily digestible stories per book, this new series is sure to satisfy.EVERGREEN THEMES: Friendship, consent, teamwork, communication, and more make an appearance in the pages of this latest outing from the social-emotional learning pros behind Hello!Lucky.Blast off with Astrid & Stella in Get Outer My Space, the third book in the full-color young readers graphic novel series from the bestselling creators of Hello!Lucky, Sabrina and Eunice Moyle, and perfect for fans of Narwhal and Jelly.

Award-winning, bestselling author and illustrator Emily Gravett follows a group of playful cats as they turn a mess of color into an engaging display of art and text in this early learning picture book, perfect for anyone looking for books for 3-year-olds and up. Follow the lives of ten kittens as they playfully pounce, bat, and swat while their mother sleeps. Buckets of paint quickly turn the kittens--and their sleeping mother--into brilliant works of art. When mama cat wakes up, playtime turns into bath time. Full of playful and engaging art, this inventive cat book creates page after page of spot-the-difference fun perfect for repeat reading. This charming counting book is perfect for helping young readers learn their colors as well as how to count to ten. Emily Gravett's adorable cat art makes 10 Cats just as appealing to those looking for gifts for cat lovers as to anyone searching for kids books ages 3-5.

The Berenstain Bears are out of this world in this exciting addition to the classic New York Times bestselling series.The Berenstain Bears can't wait to visit the Bear Country Space Center, where rockets blast off into outer space! When the tour guide gives Mama, Papa, and the cubs a tour of the Big Bear Space Rocket, he makes it very clear not to touch anything. But when Papa sees a big red button, he just can't help himself. Get ready to blast off!The Berenstain Bears Blast Off! is a Level One I Can Read book, which means it's perfect for children learning to sound out words and sentences. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One books support success for children eager to start reading on their own.