La Prediccion De Problemas Financieros Con Redes Neuronales Artificiales

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RETRACTED BOOK: 151 Trading Strategies

Author : Zura Kakushadze
Publisher : Springer
ISBN 13 : 3030027929
Total Pages : 480 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis RETRACTED BOOK: 151 Trading Strategies by : Zura Kakushadze

Download or read book RETRACTED BOOK: 151 Trading Strategies written by Zura Kakushadze and published by Springer. This book was released on 2018-12-13 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides detailed descriptions, including more than 550 mathematical formulas, for more than 150 trading strategies across a host of asset classes and trading styles. These include stocks, options, fixed income, futures, ETFs, indexes, commodities, foreign exchange, convertibles, structured assets, volatility, real estate, distressed assets, cash, cryptocurrencies, weather, energy, inflation, global macro, infrastructure, and tax arbitrage. Some strategies are based on machine learning algorithms such as artificial neural networks, Bayes, and k-nearest neighbors. The book also includes source code for illustrating out-of-sample backtesting, around 2,000 bibliographic references, and more than 900 glossary, acronym and math definitions. The presentation is intended to be descriptive and pedagogical and of particular interest to finance practitioners, traders, researchers, academics, and business school and finance program students.

Corporate Financial Distress

Author : Edward I. Altman
Publisher :
ISBN 13 :
Total Pages : 408 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Corporate Financial Distress by : Edward I. Altman

Download or read book Corporate Financial Distress written by Edward I. Altman and published by . This book was released on 1983-02-14 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A Wiley-Interscience publication."Includes index. Bibliography: p. 355-361.

Time Series Prediction

Author : Andreas S. Weigend
Publisher : Routledge
ISBN 13 : 042997227X
Total Pages : 665 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Time Series Prediction by : Andreas S. Weigend

Download or read book Time Series Prediction written by Andreas S. Weigend and published by Routledge. This book was released on 2018-05-04 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multivariate Statistical Machine Learning Methods for Genomic Prediction

Author : Osval Antonio Montesinos López
Publisher : Springer Nature
ISBN 13 : 3030890104
Total Pages : 707 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Multivariate Statistical Machine Learning Methods for Genomic Prediction by : Osval Antonio Montesinos López

Download or read book Multivariate Statistical Machine Learning Methods for Genomic Prediction written by Osval Antonio Montesinos López and published by Springer Nature. This book was released on 2022-02-14 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license This open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments. Lastly, worked-out examples help readers check their own comprehension.The book will greatly appeal to readers in plant (and animal) breeding, geneticists and statisticians, as it provides in a very accessible way the necessary theory, the appropriate R code, and illustrative examples for a complete understanding of each statistical learning tool. In addition, it weighs the advantages and disadvantages of each tool.

Cloud Computing, Big Data & Emerging Topics

Author : Marcelo Naiouf
Publisher : Springer
ISBN 13 : 9783030848248
Total Pages : 203 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Cloud Computing, Big Data & Emerging Topics by : Marcelo Naiouf

Download or read book Cloud Computing, Big Data & Emerging Topics written by Marcelo Naiouf and published by Springer. This book was released on 2021-08-17 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the 9th International Conference on Cloud Computing, Big Data & Emerging Topics, JCC-BD&ET 2021, held in La Plata, Argentina*, in June 2021. The 12 full papers and 2 short papers presented were carefully reviewed and selected from a total of 37 submissions. The papers are organized in topical sections on parallel and distributed computing; machine and deep learning; big data; web and mobile computing; visualization.. *The conference was held virtually due to the COVID-19 pandemic.

Applied Biomechatronics Using Mathematical Models

Author : Jorge Garza Ulloa
Publisher : Academic Press
ISBN 13 : 0128125950
Total Pages : 664 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Applied Biomechatronics Using Mathematical Models by : Jorge Garza Ulloa

Download or read book Applied Biomechatronics Using Mathematical Models written by Jorge Garza Ulloa and published by Academic Press. This book was released on 2018-06-16 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Biomechatronics Using Mathematical Models provides an appropriate methodology to detect and measure diseases and injuries relating to human kinematics and kinetics. It features mathematical models that, when applied to engineering principles and techniques in the medical field, can be used in assistive devices that work with bodily signals. The use of data in the kinematics and kinetics analysis of the human body, including musculoskeletal kinetics and joints and their relationship to the central nervous system (CNS) is covered, helping users understand how the complex network of symbiotic systems in the skeletal and muscular system work together to allow movement controlled by the CNS. With the use of appropriate electronic sensors at specific areas connected to bio-instruments, we can obtain enough information to create a mathematical model for assistive devices by analyzing the kinematics and kinetics of the human body. The mathematical models developed in this book can provide more effective devices for use in aiding and improving the function of the body in relation to a variety of injuries and diseases. - Focuses on the mathematical modeling of human kinematics and kinetics - Teaches users how to obtain faster results with these mathematical models - Includes a companion website with additional content that presents MATLAB examples

Developing Countries, 2008

Author :
Publisher :
ISBN 13 : 9780309113212
Total Pages : 76 pages
Book Rating : 4.1/5 (132 download)

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Book Synopsis Developing Countries, 2008 by :

Download or read book Developing Countries, 2008 written by and published by . This book was released on 2008 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hybrid Intelligent Systems

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 3030730506
Total Pages : 817 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Hybrid Intelligent Systems by : Ajith Abraham

Download or read book Hybrid Intelligent Systems written by Ajith Abraham and published by Springer Nature. This book was released on 2021-04-16 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the recent research on hybrid intelligent systems and their various practical applications. It presents 58 selected papers from the 20th International Conference on Hybrid Intelligent Systems (HIS 2020) and 20 papers from the 12th World Congress on Nature and Biologically Inspired Computing (NaBIC 2020), which was held online, from December 14 to 16, 2020. A premier conference in the field of artificial intelligence, HIS - NaBIC 2020 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 25 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of science and engineering.

Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications

Author : Okyay Kaynak
Publisher : Springer Science & Business Media
ISBN 13 : 3642589308
Total Pages : 552 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications by : Okyay Kaynak

Download or read book Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications written by Okyay Kaynak and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing is a consortium of computing methodologies that provide a foundation for the conception, design, and deployment of intelligent systems and aims to formalize the human ability to make rational decisions in an environment of uncertainty and imprecision. This book is based on a NATO Advanced Study Institute held in 1996 on soft computing and its applications. The distinguished contributors consider the principal constituents of soft computing, namely fuzzy logic, neurocomputing, genetic computing, and probabilistic reasoning, the relations between them, and their fusion in industrial applications. Two areas emphasized in the book are how to achieve a synergistic combination of the main constituents of soft computing and how the combination can be used to achieve a high Machine Intelligence Quotient.

The Age of Intelligent Machines

Author : Ray Kurzweil
Publisher : Cambridge, Mass. : MIT Press
ISBN 13 : 9780262610797
Total Pages : 565 pages
Book Rating : 4.6/5 (17 download)

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Book Synopsis The Age of Intelligent Machines by : Ray Kurzweil

Download or read book The Age of Intelligent Machines written by Ray Kurzweil and published by Cambridge, Mass. : MIT Press. This book was released on 1992 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comparing the human brain with so-called artificial intelligence, the author probes past, present, and future attempts to create machine intelligence

Forecasting: principles and practice

Author : Rob J Hyndman
Publisher : OTexts
ISBN 13 : 0987507117
Total Pages : 380 pages
Book Rating : 4.9/5 (875 download)

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Book Synopsis Forecasting: principles and practice by : Rob J Hyndman

Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Are Capital Buffers Pro-cyclical?

Author : Juan Ayuso
Publisher :
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Are Capital Buffers Pro-cyclical? by : Juan Ayuso

Download or read book Are Capital Buffers Pro-cyclical? written by Juan Ayuso and published by . This book was released on 2002 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Se analiza la relación entre el ciclo económico y los excedentes de capital sobre requerimientos de recursos propios de bancos y cajas en España. A partir de un panel de datos individuales para el período 1986-2000 (que cubre un ciclo completo), se estima una ecuación para el comportamiento del capital excedentario, que incluye entre los regresores un indicador de posición cíclica. Los resultados del ejercicio son muy robustos y claros y muestran que, una vez que se controlan los efectos del resto de sus determinantes, los excesos de capital mantienen una relación negativa con la posición en el ciclo. En términos cuantitativos, un aumento de un punto porcentual en la tasa de crecimiento del PIB reduce el colchón de capital en un 17%. Esta relación es, además,asimétrica, siendo más acusada durante las fases expansivas del ciclo. De acuerdo con estos resultados, el llamado problema de la prociclicidad de los requerimientos de capital debería ser tenido en cuenta en el diseño final de Basilea II, probablemente en el marco del segundo pilar de dicho acuerdo.

Learning Deep Architectures for AI

Author : Yoshua Bengio
Publisher : Now Publishers Inc
ISBN 13 : 1601982941
Total Pages : 145 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Learning Deep Architectures for AI by : Yoshua Bengio

Download or read book Learning Deep Architectures for AI written by Yoshua Bengio and published by Now Publishers Inc. This book was released on 2009 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Theoretical results suggest that in order to learn the kind of complicated functions that can represent high-level abstractions (e.g. in vision, language, and other AI-level tasks), one may need deep architectures. Deep architectures are composed of multiple levels of non-linear operations, such as in neural nets with many hidden layers or in complicated propositional formulae re-using many sub-formulae. Searching the parameter space of deep architectures is a difficult task, but learning algorithms such as those for Deep Belief Networks have recently been proposed to tackle this problem with notable success, beating the state-of-the-art in certain areas. This paper discusses the motivations and principles regarding learning algorithms for deep architectures, in particular those exploiting as building blocks unsupervised learning of single-layer models such as Restricted Boltzmann Machines, used to construct deeper models such as Deep Belief Networks.

Learn Like a Pro

Author : Barbara Oakley PhD
Publisher : St. Martin's Essentials
ISBN 13 : 1250799384
Total Pages : 128 pages
Book Rating : 4.2/5 (57 download)

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Book Synopsis Learn Like a Pro by : Barbara Oakley PhD

Download or read book Learn Like a Pro written by Barbara Oakley PhD and published by St. Martin's Essentials. This book was released on 2021-06-01 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book for learners of all ages containing the best and most updated advice on learning from neuroscience and cognitive psychology. Do you spend too much time learning with disappointing results? Do you find it difficult to remember what you read? Do you put off studying because it’s boring and you’re easily distracted? This book is for you. Dr. Barbara Oakley and Olav Schewe have both struggled in the past with their learning. But they have found techniques to help them master any material. Building on insights from neuroscience and cognitive psychology, they give you a crash course to improve your ability to learn, no matter what the subject is. Through their decades of writing, teaching, and research on learning, the authors have developed deep connections with experts from a vast array of disciplines. And it’s all honed with feedback from thousands of students who have themselves gone through the trenches of learning. Successful learners gradually add tools and techniques to their mental toolbox, and they think critically about their learning to determine when and how to best use their mental tools. That allows these learners to make the best use of their brains, whether those brains seem “naturally” geared toward learning or not. This book will teach you how you can do the same.

Time Series Modelling of Water Resources and Environmental Systems

Author : K.W. Hipel
Publisher : Elsevier
ISBN 13 : 0080870368
Total Pages : 1053 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Time Series Modelling of Water Resources and Environmental Systems by : K.W. Hipel

Download or read book Time Series Modelling of Water Resources and Environmental Systems written by K.W. Hipel and published by Elsevier. This book was released on 1994-04-07 with total page 1053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive presentation of the theory and practice of time series modelling of environmental systems. A variety of time series models are explained and illustrated, including ARMA (autoregressive-moving average), nonstationary, long memory, three families of seasonal, multiple input-single output, intervention and multivariate ARMA models. Other topics in environmetrics covered in this book include time series analysis in decision making, estimating missing observations, simulation, the Hurst phenomenon, forecasting experiments and causality. Professionals working in fields overlapping with environmetrics - such as water resources engineers, environmental scientists, hydrologists, geophysicists, geographers, earth scientists and planners - will find this book a valuable resource. Equally, environmetrics, systems scientists, economists, mechanical engineers, chemical engineers, and management scientists will find the time series methods presented in this book useful.

Short-term Forecasting

Author : G. A. Coutie
Publisher :
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.:/5 (591 download)

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Book Synopsis Short-term Forecasting by : G. A. Coutie

Download or read book Short-term Forecasting written by G. A. Coutie and published by . This book was released on 1981 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Superlearning

Author : Sheila Ostrander
Publisher : Laurel
ISBN 13 : 9780440384243
Total Pages : 0 pages
Book Rating : 4.3/5 (842 download)

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Book Synopsis Superlearning by : Sheila Ostrander

Download or read book Superlearning written by Sheila Ostrander and published by Laurel. This book was released on 1982 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A revolutionary new system that lets you master facts, figures, sports skills, your health, psychic abilities--anything!--two to ten times faster than you ever thought passable. Remember almost anything you see or hear. Master sports skills with incredible ease. Solve problems while you sleep. Raise your grades and shorten your study hours. Learn languages with lightning speed. Turn your children into superlearners. Improve your health, reduce aches and pains. Succeed at anything you do with powerful new skills that help you makes the right decisions. And much, much more... Add undreamed-of dimensions to your abilities, using innovative, easy-to-follow techniques proved in worldwide studies. Included are dozens of exercises that can turn potential into ultra-performance in almost every area of your life. "An exciting presentation...Exciting material."-- "Brain/Mind Bulletin"