Subcategories

Cloud Computing: Challenges, Limitations and R&D Solutions

Posted By: AvaxGenius
Cloud Computing: Challenges, Limitations and R&D Solutions

Cloud Computing: Challenges, Limitations and R&D Solutions by Zaigham Mahmood
English | EPUB | 2014 | 363 Pages | ISBN : 3319105299 | 3.26 MB

This book reviews the challenging issues that present barriers to greater implementation of the cloud computing paradigm, together with the latest research into developing potential solutions.

CGAL Arrangements and Their Applications: A Step-by-Step Guide

Posted By: AvaxGenius
CGAL Arrangements and Their Applications: A Step-by-Step Guide

CGAL Arrangements and Their Applications: A Step-by-Step Guide by Efi Fogel
English | PDF | 2012 | 307 Pages | ISBN : 3642172822 | 5.19 MB

Arrangements of curves constitute fundamental structures that have been intensively studied in computational geometry. Arrangements have numerous applications in a wide range of areas – examples include geographic information systems, robot motion planning, statistics, computer-assisted surgery and molecular biology. Implementing robust algorithms for arrangements is a notoriously difficult task, and the CGAL arrangements package is the first robust, comprehensive, generic and efficient implementation of data structures and algorithms for arrangements of curves.

Foundations of Geometric Algebra Computing

Posted By: AvaxGenius
Foundations of Geometric Algebra Computing

Foundations of Geometric Algebra Computing by Dietmar Hildenbrand
English | PDF | 2013 | 216 Pages | ISBN : 3642317936 | 3.49 MB

The author defines “Geometric Algebra Computing” as the geometrically intuitive development of algorithms using geometric algebra with a focus on their efficient implementation, and the goal of this book is to lay the foundations for the widespread use of geometric algebra as a powerful, intuitive mathematical language for engineering applications in academia and industry.

Pattern Recognition

Posted By: AvaxGenius
Pattern Recognition

Pattern Recognition: 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26–29, 2019, Revised Selected Papers, Part I by Shivakumara Palaiahnakote
English | PDF | 2020 | 943 Pages | ISBN : 3030414035 | 195.16 MB

This two-volume set constitutes the proceedings of the 5th Asian Conference on ACPR 2019, held in Auckland, New Zealand, in November 2019.

Artificial Intelligence: Anthropogenic Nature vs. Social Origin

Posted By: AvaxGenius
Artificial Intelligence: Anthropogenic Nature vs. Social Origin

Artificial Intelligence: Anthropogenic Nature vs. Social Origin by Elena G. Popkova
English | PDF | 2020 | 892 Pages | ISBN : 3030393186 | 27.16 MB

This book presents advanced research studies on the topic of artificial intelligence as a component of social and economic relations and processes. It gathers research papers from the International Research-to-Practice Conference “The 21st Century from the Positions of Modern Science: Intellectual, Digital and Innovative Aspects” (May 23–24, 2019, Nizhny Novgorod, Russia) and the International Research-to-Practice Conference “Economics of Pleasure: a Science of Enjoying Economic Activities” (October 3–5, 2019, Prague, Czech Republic). Both conferences were organized by the Autonomous Non-Profit Organization “Institute of Scientific Communications” (Volgograd).

Next-Generation Machine Learning with Spark: Covers XGBoost, LightGBM, Spark NLP, Distributed Deep Learning with Keras,

Posted By: roxul
Next-Generation Machine Learning with Spark: Covers XGBoost, LightGBM, Spark NLP, Distributed Deep Learning with Keras,

Butch Quinto, "Next-Generation Machine Learning with Spark: Covers XGBoost, LightGBM, Spark NLP, Distributed Deep Learning with Keras, "
English | ISBN: 1484256689 | 2020 | 355 pages | EPUB, PDF | 5 MB + 4 MB

A Guide to Computer Network Security

Posted By: AvaxGenius
A Guide to Computer Network Security

A Guide to Computer Network Security by Joseph Migga Kizza
English | True PDF | 2009 | 480 Pages | ISBN : 184800916X | 7.61 MB

Contemporary societies have increasing dependence on computers and computer networks, and the increasing popularity of mobile computing, have given rise to numerous computer security problems. Yet despite a high proliferation of expert remedies, a viable and comprehensive solution to these security issues remains elusive, and society continues to suffer at the hands of cyber criminals, vandals and hackers.

Machine Learning in Medicine - a Complete Overview (Repost)

Posted By: AvaxGenius
Machine Learning in Medicine - a Complete Overview (Repost)

Machine Learning in Medicine - a Complete Overview by Ton J. Cleophas
English | PDF,EPUB | 2015 | 498 Pages | ISBN : 3319151940 | 22.8 MB

The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector. It was written as a training companion and as a must-read, not only for physicians and students, but also for any one involved in the process and progress of health and health care. In eighty chapters eighty different machine learning methodologies are reviewed, in combination with data examples for self-assessment. Each chapter can be studied without the need to consult other chapters.

Growing Adaptive Machines: Combining Development and Learning in Artificial Neural Networks

Posted By: AvaxGenius
Growing Adaptive Machines: Combining Development and Learning in Artificial Neural Networks

Growing Adaptive Machines: Combining Development and Learning in Artificial Neural Networks by Taras Kowaliw
English | PDF(Repost),EPUB | 2014 | 266 Pages | ISBN : 3642553362 | 3.62 MB

The pursuit of artificial intelligence has been a highly active domain of research for decades, yielding exciting scientific insights and productive new technologies. In terms of generating intelligence, however, this pursuit has yielded only limited success. This book explores the hypothesis that adaptive growth is a means of moving forward. By emulating the biological process of development, we can incorporate desirable characteristics of natural neural systems into engineered designs and thus move closer towards the creation of brain-like systems. The particular focus is on how to design artificial neural networks for engineering tasks.

Extreme Learning Machines 2013: Algorithms and Applications

Posted By: AvaxGenius
Extreme Learning Machines 2013: Algorithms and Applications

Extreme Learning Machines 2013: Algorithms and Applications by Fuchen Sun
English | EPUB | 2014 | 224 Pages | ISBN : 331904740X | 4.65 MB

In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned through linear learning methods. The outstanding merits of extreme learning machine (ELM) are its fast learning speed, trivial human intervene and high scalability.

Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective

Posted By: AvaxGenius
Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective

Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective by Witold Pedrycz
English | PDF | 2013 | 397 Pages | ISBN : 3642334385 | 7.46 MB

Temporal and spatiotemporal data form an inherent fabric of the society as we are faced with streams of data coming from numerous sensors, data feeds, recordings associated with numerous areas of application embracing physical and human-generated phenomena (environmental data, financial markets, Internet activities, etc.). A quest for a thorough analysis, interpretation, modeling and prediction of time series comes with an ongoing challenge for developing models that are both accurate and user-friendly (interpretable).

Machine Learning in Medicine - Cookbook Two

Posted By: AvaxGenius
Machine Learning in Medicine - Cookbook Two

Machine Learning in Medicine - Cookbook Two by Ton J. Cleophas
English | EPUB | 2014 | 137 Pages | ISBN : 3319074121 | 2.72 MB

The amount of data medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional data analysis has difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys and questionnaires, currently common methods of data collection, are, essentially, missing.

Machine Learning for Evolution Strategies

Posted By: AvaxGenius
Machine Learning for Evolution Strategies

Machine Learning for Evolution Strategies by Oliver Kramer
English | EPUB | 2016 | 120 Pages | ISBN : 331933381X | 1.86 MB

This book introduces numerous algorithmic hybridizations between both worlds that show how machine learning can improve and support evolution strategies. The set of methods comprises covariance matrix estimation, meta-modeling of fitness and constraint functions, dimensionality reduction for search and visualization of high-dimensional optimization processes, and clustering-based niching. After giving an introduction to evolution strategies and machine learning, the book builds the bridge between both worlds with an algorithmic and experimental perspective.

Analysis and Design of Machine Learning Techniques (Repost)

Posted By: AvaxGenius
Analysis and Design of Machine Learning Techniques (Repost)

Analysis and Design of Machine Learning Techniques: Evolutionary Solutions for Regression, Prediction, and Control Problems by Patrick Stalph
English | PDF | 2014 | 162 Pages | ISBN : 3658049367 | 2.84 MB

Manipulating or grasping objects seems like a trivial task for humans, as these are motor skills of everyday life. Nevertheless, motor skills are not easy to learn for humans and this is also an active research topic in robotics. However, most solutions are optimized for industrial applications and, thus, few are plausible explanations for human learning.

Machine Learning in Medicine - Cookbook

Posted By: AvaxGenius
Machine Learning in Medicine - Cookbook

Machine Learning in Medicine - Cookbook by Ton J. Cleophas
English | EPUB | 2014 | 131 Pages | ISBN : 3319041800 | 0.93 MB

The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys and questionnaires, currently common methods of data collection, are, essentially, missing.