Intelligent Data Analysis

Intelligent Data Analysis
Author: Michael R. Berthold
Publisher: Springer
Total Pages: 515
Release: 2007-06-07
Genre: Computers
ISBN: 3540486259

This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.

The Hand

The Hand
Author: Frank R. Wilson
Publisher: Vintage
Total Pages: 418
Release: 1999-09-14
Genre: Social Science
ISBN: 0679740473

"A startling argument . . . provocative . . . absorbing." --The Boston Globe "Ambitious . . . arresting . . . celebrates the importance of hands to our lives today as well as to the history of our species." --The New York Times Book Review The human hand is a miracle of biomechanics, one of the most remarkable adaptations in the history of evolution. The hands of a concert pianist can elicit glorious sound and stir emotion; those of a surgeon can perform the most delicate operations; those of a rock climber allow him to scale a vertical mountain wall. Neurologist Frank R. Wilson makes the striking claim that it is because of the unique structure of the hand and its evolution in cooperation with the brain that Homo sapiens became the most intelligent, preeminent animal on the earth. In this fascinating book, Wilson moves from a discussion of the hand's evolution--and how its intimate communication with the brain affects such areas as neurology, psychology, and linguistics--to provocative new ideas about human creativity and how best to nurture it. Like Oliver Sacks and Stephen Jay Gould, Wilson handles a daunting range of scientific knowledge with a surprising deftness and a profound curiosity about human possibility. Provocative, illuminating, and delightful to read, The Hand encourages us to think in new ways about one of our most taken-for-granted assets. "A mark of the book's excellence [is that] it makes the reader aware of the wonder in trivial, everyday acts, and reveals the complexity behind the simplest manipulation." --The Washington Post

The Hand and the Brain

The Hand and the Brain
Author: Göran Lundborg
Publisher: Springer Science & Business Media
Total Pages: 205
Release: 2013-09-11
Genre: Medical
ISBN: 1447153340

This book presents the human hand from an overall perspective – from the first appearance of hand-like structures in the fins of big fishes living millions of years ago to today ́s and the future’s mind-controlled artificial hands. Much focus is given to the extremely well-developed sensation of the hand, its importance and its linkage to brain plasticity mechanisms. How can active hands rapidly expand their representational area in the brain? How can the sense of touch substitute for other deficient senses, such as in Braille reading where hand sensation substitutes for missing vision? How can the mere observation of active hands, belonging to others, activate the hand area in the observer’s own brain and what is the importance of this phenomenon for learning by imitation and the understanding of other peoples’ actions, gestures and body language? Why are some of us left-handed and what are the consequences from cultural and physiological viewpoints? Why does phantom sensation and phantom pain occur after hand amputation, and what can we do about it? Why can salamanders regenerate new extremities while humans can not? Is it possible to transplant a hand from a diseased individual to an amputee? Can artificial robotic hands be controlled by our mind, and can they ever gain the role of a normal hand? What role did the hand and the brain play during evolution in tool construction and development of language and cognitive functions? The hand has a high symbolic value in religion, literature and art and our hands have a key role in gestures and body language. The Hand and the Brain is aimed at anybody with interest in life sciences, in the medical field especially hand surgeons, orthopaedic specialists, neurologists and general practitioners, and those working in rehabilitation medicine and pain treatment. The original Swedish version of The Hand and the Brain has also become very popular among physiotherapists, occupational therapists, psychologists, and among a general population with an interest in science.

Hand to Mouth

Hand to Mouth
Author: Linda Tirado
Publisher: Penguin
Total Pages: 242
Release: 2015-09-01
Genre: Biography & Autobiography
ISBN: 0425277976

The real-life Nickel and Dimed—the author of the wildly popular “Poverty Thoughts” essay tells what it’s like to be working poor in America. ONE OF THE FIVE MOST IMPORTANT BOOKS OF THE YEAR--Esquire “DEVASTATINGLY SMART AND FUNNY. I am the author of Nickel and Dimed, which tells the story of my own brief attempt, as a semi-undercover journalist, to survive on low-wage retail and service jobs. TIRADO IS THE REAL THING.”—Barbara Ehrenreich, from the Foreword As the haves and have-nots grow more separate and unequal in America, the working poor don’t get heard from much. Now they have a voice—and it’s forthright, funny, and just a little bit furious. Here, Linda Tirado tells what it’s like, day after day, to work, eat, shop, raise kids, and keep a roof over your head without enough money. She also answers questions often asked about those who live on or near minimum wage: Why don’t they get better jobs? Why don’t they make better choices? Why do they smoke cigarettes and have ugly lawns? Why don’t they borrow from their parents? Enlightening and entertaining, Hand to Mouth opens up a new and much-needed dialogue between the people who just don’t have it and the people who just don’t get it.

Visual Intelligence

Visual Intelligence
Author: Amy E. Herman
Publisher: HarperCollins
Total Pages: 341
Release: 2016-05-03
Genre: Psychology
ISBN: 0544381068

An engrossing guide to seeing—and communicating—more clearly from the groundbreaking course that helps FBI agents, cops, CEOs, ER docs, and others save money, reputations, and lives. How could looking at Monet’s water lily paintings help save your company millions? How can checking out people’s footwear foil a terrorist attack? How can your choice of adjective win an argument, calm your kid, or catch a thief? In her celebrated seminar, the Art of Perception, art historian Amy Herman has trained experts from many fields how to perceive and communicate better. By showing people how to look closely at images, she helps them hone their “visual intelligence,” a set of skills we all possess but few of us know how to use properly. She has spent more than a decade teaching doctors to observe patients instead of their charts, helping police officers separate facts from opinions when investigating a crime, and training professionals from the FBI, the State Department, Fortune 500 companies, and the military to recognize the most pertinent and useful information. Her lessons highlight far more than the physical objects you may be missing; they teach you how to recognize the talents, opportunities, and dangers that surround you every day. Whether you want to be more effective on the job, more empathetic toward your loved ones, or more alert to the trove of possibilities and threats all around us, this book will show you how to see what matters most to you more clearly than ever before. Please note: this ebook contains full-color art reproductions and photographs, and color is at times essential to the observation and analysis skills discussed in the text. For the best reading experience, this ebook should be viewed on a color device.

The Hand, an Organ of the Mind

The Hand, an Organ of the Mind
Author: Zdravko Radman
Publisher: MIT Press
Total Pages: 465
Release: 2013-05-10
Genre: Philosophy
ISBN: 0262018845

Theoretical and empirical accounts of the interconnectedness between the manual and the mental suggest that the hand can be understood as a cognitive instrument. Cartesian-inspired dualism enforces a theoretical distinction between the motor and the cognitive and locates the mental exclusively in the head. This collection, focusing on the hand, challenges this dichotomy, offering theoretical and empirical perspectives on the interconnectedness and interdependence of the manual and mental. The contributors explore the possibility that the hand, far from being the merely mechanical executor of preconceived mental plans, possesses its own know-how, enabling "enhanded" beings to navigate the natural, social, and cultural world without engaging propositional thought, consciousness, and deliberation. The contributors consider not only broad philosophical questions—ranging from the nature of embodiment, enaction, and the extended mind to the phenomenology of agency—but also such specific issues as touching, grasping, gesturing, sociality, and simulation. They show that the capacities of the hand include perception (on its own and in association with other modalities), action, (extended) cognition, social interaction, and communication. Taken together, their accounts offer a handbook of cutting-edge research exploring the ways that the manual shapes and reshapes the mental and creates conditions for embodied agents to act in the world. Contributors Matteo Baccarini, Andrew J. Bremner, Massimiliano L. Cappuccio, Andy Clark, Jonathan Cole, Dorothy Cowie, Natalie Depraz, Rosalyn Driscoll, Harry Farmer, Shaun Gallagher, Nicholas P. Holmes, Daniel D. Hutto, Angelo Maravita, Filip Mattens, Richard Menary, Jesse J. Prinz, Zdravko Radman, Matthew Ratcliffe, Etiennne B. Roesch, Stephen V. Shepherd, Susan A.J. Stuart, Manos Tsakiris, Michael Wheeler

The Intelligent Poker Player

The Intelligent Poker Player
Author: Philip Newall
Publisher: Two Plus Two Publishing LLC
Total Pages: 428
Release: 2011-04-30
Genre: Games & Activities
ISBN: 1880685515

As poker theory develops, the field is becoming more abstruse and mathematical; gradually becoming less accessible to the layperson. The Intelligent Poker Player by Philip Newall aims to reverse this trend by presenting a cohesive and sophisticated method of play in plain English. This approach, in principle, can be used to analyze any form of poker, although this book mainly shows applications in the popular forms of limit and no-limit hold 'em. The Intelligent Poker Player is also the first book to discuss the emergent field of artificial poker intelligence - otherwise known as poker robots. The best computers are capable of playing heads-up limit hold 'em at a world class level, and this book deconstructs some interesting features of their play. And finally, professional poker is a risky career choice. So in addition to the strategy chapters which include topics such as ôInformation Hiding,ö ôMiddle Game Concepts,ö and ôNo-Limit Hold 'em: Applications and Extensions,ö the author will show how to mitigate avoidable risks with topics such as ôBankroll Management and Shot Selection,ö ôRisk Preferences,ö ôPsychological Biases,ö ôInvesting,ö and ôPredicting Future Poker Returns.ö Book jacket.

Smart but Scattered

Smart but Scattered
Author: Peg Dawson
Publisher: Guilford Press
Total Pages: 321
Release: 2011-11-30
Genre: Psychology
ISBN: 1606238809

There's nothing more frustrating than watching your bright, talented son or daughter struggle with everyday tasks like finishing homework, putting away toys, or following instructions at school. Your "smart but scattered" 4- to 13-year-old might also have trouble coping with disappointment or managing anger. Drs. Peg Dawson and Richard Guare have great news: there's a lot you can do to help. The latest research in child development shows that many kids who have the brain and heart to succeed lack or lag behind in crucial "executive skills"--the fundamental habits of mind required for getting organized, staying focused, and controlling impulses and emotions. Learn easy-to-follow steps to identify your child's strengths and weaknesses, use activities and techniques proven to boost specific skills, and problem-solve daily routines. Helpful worksheets and forms can be downloaded and printed in a convenient 8 1/2" x 11" size. Small changes can add up to big improvements--this empowering book shows how. See also the authors' Smart but Scattered Teens and their self-help guide for adults. Plus, an academic planner for middle and high school students and related titles for professionals.

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Author: Aurélien Géron
Publisher: "O'Reilly Media, Inc."
Total Pages: 851
Release: 2019-09-05
Genre: Computers
ISBN: 149203259X

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets