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Lazy Learning

Lazy Learning
Author: David W. Aha
Publisher: Springer Science & Business Media
Total Pages: 421
Release: 2013-06-29
Genre: Computers
ISBN: 9401720533

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This edited collection describes recent progress on lazy learning, a branch of machine learning concerning algorithms that defer the processing of their inputs, reply to information requests by combining stored data, and typically discard constructed replies. It is the first edited volume in AI on this topic, whose many synonyms include `instance-based', `memory-based'. `exemplar-based', and `local learning', and whose topic intersects case-based reasoning and edited k-nearest neighbor classifiers. It is intended for AI researchers and students interested in pursuing recent progress in this branch of machine learning, but, due to the breadth of its contributions, it should also interest researchers and practitioners of data mining, case-based reasoning, statistics, and pattern recognition.


Lazy Learning

Lazy Learning
Author: Diana Beaver
Publisher: HarperElement
Total Pages: 212
Release: 1994
Genre: Education
ISBN: 9781852305031

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Discover why and how you stop yourself from learning in this exciting breakthrough book on re-educating the brain. Witty, informal approach.


New Learning Paradigms in Soft Computing

New Learning Paradigms in Soft Computing
Author: Lakhmi C. Jain
Publisher: Physica
Total Pages: 477
Release: 2013-06-05
Genre: Computers
ISBN: 3790818038

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Learning is a key issue in the analysis and design of all kinds of intelligent systems. In recent time many new paradigms of automated (machine) learning have been proposed in the literature. Soft computing, that has proved to be an effective and efficient tool in so many areas of science and technology, seems to offer new qualities in the realm of machine learning too. The purpose of this volume is to present some new learning paradigms that have been triggered, or at least strongly influenced by soft computing tools and techniques, mainly related to neural networks, fuzzy logic, rough sets, and evolutionary computations.


Robot Teams

Robot Teams
Author: Tucker Balch
Publisher: CRC Press
Total Pages: 425
Release: 2002-04-17
Genre: Computers
ISBN: 1439863679

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This is a comprehensive volume on robot teams that will be the standard reference on multi-robot systems. The volume provides not only the essentials of multi-agent robotics theory but also descriptions of exemplary implemented systems demonstrating the key concepts of multi-robot research. Information is presented in a descriptive manner and augme


Learning How to Learn

Learning How to Learn
Author: Barbara Oakley, PhD
Publisher: Penguin
Total Pages: 258
Release: 2018-08-07
Genre: Juvenile Nonfiction
ISBN: 0143132547

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A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.


Innovative Computing Technology

Innovative Computing Technology
Author: Pit Pichappan
Publisher: Springer Science & Business Media
Total Pages: 445
Release: 2012-01-18
Genre: Computers
ISBN: 364227336X

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This book constitutes the proceedings of the First International Conference on Innovative Computing Technology, INCT 2011, held in Tehran, Iran, in December 2011. The 40 revised papers included in this book were carefully reviewed and selected from 121 submissions. The contributions are organized in topical sections on software; Web services and service architecture; computational intelligence; data modeling; multimedia and image segmentation; natural language processing; networks; cluster computing; and discrete systems.


The Lazy Genius Way

The Lazy Genius Way
Author: Kendra Adachi
Publisher: WaterBrook
Total Pages: 242
Release: 2020
Genre: Psychology
ISBN: 0525653910

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Be productive without sacrificing peace of mind using Lazy Genius principles that help you focus on what really matters and let go of what doesn't. If you need a comprehensive strategy for a meaningful life but are tired of reading stacks of self-help books, here is an easy way that actually works. No more cobbling together life hacks and productivity strategies from dozens of authors and still feeling tired. The struggle is real, but it doesn't have to be in charge. With wisdom and wit, the host of The Lazy Genius Podcast, Kendra Adachi, shows you that it's not about doing more or doing less; it's about doing what matters to you. In this book, she offers fourteen principles that are both practical and purposeful, like a Swiss army knife for how to be a person. Use them in combination to "lazy genius" anything, from laundry and meal plans to making friends and napping without guilt. It's possible to be soulful and efficient at the same time, and this book is the blueprint. The Lazy Genius Way isn't a new list of things to do; it's a new way to see. Skip the rules about getting up at 5 a.m. and drinking more water. Let's just figure out how to be a good person who can get stuff done without turning into The Hulk. These Lazy Genius principles--such as Decide Once, Start Small, Ask the Magic Question, and more--offer a better way to approach your time, relationships, and piles of mail, no matter your personality or life stage. Be who you already are, just with a better set of tools.


Machine Learning

Machine Learning
Author: Zhi-Hua Zhou
Publisher: Springer Nature
Total Pages: 460
Release: 2021-08-20
Genre: Computers
ISBN: 9811519676

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Machine Learning, a vital and core area of artificial intelligence (AI), is propelling the AI field ever further and making it one of the most compelling areas of computer science research. This textbook offers a comprehensive and unbiased introduction to almost all aspects of machine learning, from the fundamentals to advanced topics. It consists of 16 chapters divided into three parts: Part 1 (Chapters 1-3) introduces the fundamentals of machine learning, including terminology, basic principles, evaluation, and linear models; Part 2 (Chapters 4-10) presents classic and commonly used machine learning methods, such as decision trees, neural networks, support vector machines, Bayesian classifiers, ensemble methods, clustering, dimension reduction and metric learning; Part 3 (Chapters 11-16) introduces some advanced topics, covering feature selection and sparse learning, computational learning theory, semi-supervised learning, probabilistic graphical models, rule learning, and reinforcement learning. Each chapter includes exercises and further reading, so that readers can explore areas of interest. The book can be used as an undergraduate or postgraduate textbook for computer science, computer engineering, electrical engineering, data science, and related majors. It is also a useful reference resource for researchers and practitioners of machine learning.


Intelligent Computing and Information Science

Intelligent Computing and Information Science
Author: Ran Chen
Publisher: Springer
Total Pages: 793
Release: 2010-12-17
Genre: Computers
ISBN: 3642181295

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This two-volume set (CCIS 134 and CCIS 135) constitutes the refereed proceedings of the International Conference on Intelligent Computing and Information Science, ICICIS2011, held in Chongqing, China, in January 2011. The 226 revised full papers presented in both volumes, CCIS 134 and CCIS 135, were carefully reviewed and selected from over 600 initial submissions. The papers provide the reader with a broad overview of the latest advances in the field of intelligent computing and information science.


Advances in Artificial Intelligence

Advances in Artificial Intelligence
Author: Luc Lamontagne
Publisher: Springer
Total Pages: 575
Release: 2006-05-31
Genre: Computers
ISBN: 3540346309

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This book constitutes the refereed proceedings of the 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, held in Québec City, Canada in June 2006. The book presents 47 carefully reviewed, revised full papers. These are organized in topical sections on agents, bioinformatics, constraint satisfaction and distributed search, knowledge representation and reasoning, natural language, reinforcement learning and, supervised and unsupervised learning.