Time Series Prediction

Time Series Prediction PDF Author: Andreas S. Weigend
Publisher: Routledge
ISBN: 042997227X
Category : Social Science
Languages : en
Pages : 665

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Book Description
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.

Time Series Prediction

Time Series Prediction PDF Author: Andreas S. Weigend
Publisher: Routledge
ISBN: 042997227X
Category : Social Science
Languages : en
Pages : 665

Get Book Here

Book Description
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.

Predictions in the Brain

Predictions in the Brain PDF Author: Moshe Bar
Publisher: Oxford University Press
ISBN: 0199840954
Category : Psychology
Languages : en
Pages : 398

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Book Description
When one is immersed in the fascinating world of neuroscience findings, the brain might start to seem like a collection of "modules," each specializes in a specific mental feat. But just like in other domains of Nature, it is possible that much of the brain and mind's operation can be explained with a small set of universal principles. Given exciting recent developments in theory, empirical findings and computational studies, it seems that the generation of predictions might be one strong candidate for such a universal principle. This is the focus of Predictions in the brain. From the predictions required when a rat navigates a maze to food-caching in scrub-jays; from predictions essential in decision-making to social interactions; from predictions in the retina to the prefrontal cortex; and from predictions in early development to foresight in non-humans. The perspectives represented in this collection span a spectrum from the cellular underpinnings to the computational principles underlying future-related mental processes, and from systems neuroscience to cognition and emotion. In spite of this diversity, they share some core elements. Memory, for instance, is critical in any framework that explains predictions. In asking "what is next?" our brains have to refer to memory and experience on the way to simulating our mental future. But as much as this collection offers answers to important questions, it raises and emphasizes outstanding ones. How are experiences coded optimally to afford using them for predictions? How do we construct a new simulation from separate memories? How specific in detail are future-oriented thoughts, and when do they rely on imagery, concepts or language? Therefore, in addition to presenting the state-of-the-art of research and ideas about predictions as a universal principle in mind and brain, it is hoped that this collection will stimulate important new research into the foundations of our mental lives.

Pendulum

Pendulum PDF Author: Roy Williams
Publisher: Vanguard
ISBN: 1593157150
Category : Social Science
Languages : en
Pages : 274

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Book Description
Politics, manners, humor, sexuality, wealth, even our definitions of success are periodically renegotiated based on the new values society chooses to use as a lens to judge what is acceptable. Are these new values randomly chosen or is there a pattern? Pendulum chronicles the stuttering history of western society; that endless back-and-forth swing between one excess and another, always reminded of what we left behind. There is a pattern and it is 40 years: 2003 was a fulcrum year, as was 1963, its opposite. Pendulum explains where we have been as a society, how we got here, and where we are headed. If you would benefit from a peek into the future, you would do well to read this book.

Frequency in Language

Frequency in Language PDF Author: Dagmar Divjak
Publisher: Cambridge University Press
ISBN: 1107085756
Category : Language Arts & Disciplines
Languages : en
Pages : 343

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Book Description
Re-examines frequency, entrenchment and salience, three foundational concepts in usage-based linguistics, through the prism of learning, memory, and attention.

Altering Fate

Altering Fate PDF Author: Michael Lewis
Publisher: Guilford Press
ISBN: 9781572303713
Category : Psychology
Languages : en
Pages : 262

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Book Description
Few people question the pervasive belief that early childhood exerts an inordinate power over adult achievements, relationships, and mental health. Once robbed of our potential by the inadequacies of our upbringing, the theory goes, we risk being trapped in maladaptive patterns and unfulfilling lives. But does early experience really seal our fate? Daring to challenge prevailing models of child development, this provocative book argues that what enables us to survive--and sets us free from our pasts--is our astonishing adaptability to change, shaped by the uniquely human attributes of consciousness, will, and desire.

Akikomatic

Akikomatic PDF Author: Akiko Stehrenberger
Publisher: Hat & Beard Press
ISBN: 9781732734579
Category : Art
Languages : en
Pages : 255

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Book Description
If you've caught a glimpse of a promotional movie poster in the last 15 years, chances are you were taking in the work of Akiko Stehrenberger, the Los Angeles-based artist you didn't know you knew. Stehrenberger has worked on projects for some of cinema's most important and influential filmmakers, translating their unique vision from screen to film poster. The list of names includes a long roster of trailblazers, among them Michel Gondry, Spike Jonze, Jonathan Glazer, Harmony Korine, The Coen Brothers, Sofia Coppola, David Lynch, Michael Haneke, and dozens of others. Stehrenberger, a California native, imbues her unique brand of surrealism to the art of the movie poster utilizing various techniques, including painting, computers, and traditional forms of graphic design--all while conceptually dissecting the films themselves, which helps to illuminate why Akiko is such a vital visual artist. The book will put readers at the center of her process (from concept to execution), examining how her life and heroes influenced the special vision she brings to the world of film poster design. Akiko's art making story will be told in a way that mirrors her process, utilizing analog and modern techniques (including film, film photography, and illustration), all in an effort to a better understanding of her creativity. Having become one of the most respected movie poster designers and illustrators of her generation, she is now on the cusp of a major creative change in her life: She has begun to embrace her own fine art and has branched out into new mediums, with the hope of exhibiting her work in the future. This book will capture what she has so skillfully harvested from just one realm of her imagination so far.

Memory as Prediction

Memory as Prediction PDF Author: Tomaso Vecchi
Publisher: MIT Press
ISBN: 0262361221
Category : Psychology
Languages : en
Pages : 211

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Book Description
Theoretical reflections and analytical observations on memory and prediction, linking these concepts to the role of the cerebellum in higher cognition. What is memory? What is memory for? Where is memory in the brain? Although memory is probably the most studied function in cognition, these fundamental questions remain challenging. We can try to answer the question of memory's purpose by defining the function of memory as remembering the past. And yet this definition is not consistent with the many errors that characterize our memory, or with the phylogenetic and ontogenetic origin of memory. In this book, Tomaso Vecchi and Daniele Gatti argue that the purpose of memory is not to remember the past but to predict the future.

Looking Forward

Looking Forward PDF Author: Jamie L. Pietruska
Publisher: University of Chicago Press
ISBN: 022647500X
Category : Business & Economics
Languages : en
Pages : 295

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Book Description
Introduction: crisis of certainty -- Cotton guesses -- The daily "probabilities"--Weather prophecies -- Economies of the future -- Promises of love and money -- Epilogue: specters of uncertainty

Forecasting: principles and practice

Forecasting: principles and practice PDF Author: Rob J Hyndman
Publisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380

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Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.

Predicting the Unpredictable

Predicting the Unpredictable PDF Author: Susan Elizabeth Hough
Publisher: Princeton University Press
ISBN: 1400883547
Category : Science
Languages : en
Pages : 277

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Book Description
Why seismologists still can't predict earthquakes An earthquake can strike without warning and wreak horrific destruction and death, whether it's the catastrophic 2010 quake that took a devastating toll on the island nation of Haiti or a future great earthquake on the San Andreas Fault in California, which scientists know is inevitable. Yet despite rapid advances in earthquake science, seismologists still can’t predict when the Big One will hit. Predicting the Unpredictable explains why, exploring the fact and fiction behind the science—and pseudoscience—of earthquake prediction. Susan Hough traces the continuing quest by seismologists to forecast the time, location, and magnitude of future quakes. She brings readers into the laboratory and out into the field—describing attempts that have raised hopes only to collapse under scrutiny, as well as approaches that seem to hold future promise. She also ventures to the fringes of pseudoscience to consider ideas outside the scientific mainstream. An entertaining and accessible foray into the world of earthquake prediction, Predicting the Unpredictable illuminates the unique challenges of predicting earthquakes.