Recent Advances in Technology Research and Education, Laukaitis

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 60190.00 T
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Автор: Dumitru Luca; Lucel Sirghi; Claudiu Costin
Название: Recent Advances in Technology Research and Education
ISBN: 3319674587 ISBN-13(EAN): 9783319674582
Издательство: Springer
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Цена: 186330.00 T
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Описание: This book presents selected contributions to the 16th International Conference on Global Research and Education Inter-Academia 2017 hosted by Alexandru Ioan Cuza University of Iași, Romania from 25 to 28 September 2017. It is the third volume in the series, following the editions from 2015 and 2016.
Fundamental and applied research in natural sciences have led to crucial developments in the ongoing 4th global industrial revolution, in the course of which information technology has become deeply embedded in industrial management, research and innovation - and just as deeply in education and everyday life. Materials science and nanotechnology, plasma and solid state physics, photonics, electrical and electronic engineering, robotics and metrology, signal processing, e-learning, intelligent and soft computing have long since been central research priorities for the Inter-Academia Community (I-AC) - a body comprising 14 universities and research institutes from Japan and Central/East-European countries that agreed, in 2002, to coordinate their research and education programs so as to better address today's challenges.
The book is intended for use in academic, government, and industrial R&D departments as a reference tool in research and technology education. The 42 peer-reviewed papers were written by more than 119 leading scientists from 14 countries, most of them affiliated to the I-AC.

Автор: Tomasz Pe?ech-Pilichowski; Maria Mach-Kr?l; Celina
Название: Advances in Business ICT: New Ideas from Ongoing Research
ISBN: 3319472070 ISBN-13(EAN): 9783319472072
Издательство: Springer
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Цена: 121110.00 T
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Описание: This book discusses the effective use of modern ICT solutions for business needs, including the efficient use of IT resources, decision support systems, business intelligence, data mining and advanced data processing algorithms, as well as the processing of large datasets (inter alia social networking such as Twitter and Facebook, etc.). The ability to generate, record and process qualitative and quantitative data, including in the area of big data, the Internet of Things (IoT) and cloud computing offers a real prospect of significant improvements for business, as well as the operation of a company within Industry 4.0. The book presents new ideas, approaches, solutions and algorithms in the area of knowledge representation, management and processing, quantitative and qualitative data processing (including sentiment analysis), problems of simulation performance, and the use of advanced signal processing to increase the speed of computation. The solutions presented are also aimed at the effective use of business process modeling and notation (BPMN), business process semantization and investment project portfolio selection. It is a valuable resource for researchers, data analysts, entrepreneurs and IT professionals alike, and the research findings presented make it possible to reduce costs, increase the accuracy of investment, optimize resources and streamline operations and marketing.

Автор: Zhigang Zeng; Jun Wang
Название: Advances in Neural Network Research and Applications
ISBN: 3642129897 ISBN-13(EAN): 9783642129896
Издательство: Springer
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Цена: 261210.00 T
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Описание: Including contributions from the world`s leading researchers in the field, this volume is made up of top-quality peer-reviewed papers that were some of the submissions to the seventh International Symposium on Neural Networks, held in China in 2010.

Автор: Ignacio Chang; Jos? Baca; H?ctor A. Moreno; Isela
Название: Advances in Automation and Robotics Research in Latin America
ISBN: 3319543768 ISBN-13(EAN): 9783319543765
Издательство: Springer
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Цена: 186330.00 T
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Описание: This book contains the proceedings of the 1st Latin American Congress on Automation and Robotics held at Panama City, Panama in February 2017. These topics are related to control algorithms, systems automation, perception, mobile robotics, computer vision, educational robotics, robotics modeling and simulation, and robotics and mechanism design.

Автор: Boris Kryzhanovsky; Witali Dunin-Barkowski; Vladim
Название: Advances in Neural Computation, Machine Learning, and Cognitive Research
ISBN: 3319666037 ISBN-13(EAN): 9783319666037
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning.

Автор: Zhigang Zeng; Jun Wang
Название: Advances in Neural Network Research and Applications
ISBN: 3662519887 ISBN-13(EAN): 9783662519882
Издательство: Springer
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Цена: 217670.00 T
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Описание: Including contributions from the world`s leading researchers in the field, this volume is made up of top-quality peer-reviewed papers that were some of the submissions to the seventh International Symposium on Neural Networks, held in China in 2010.

Автор: Torsten Kr?ger; Friedrich Wahl
Название: Advances in Robotics Research
ISBN: 3642101755 ISBN-13(EAN): 9783642101755
Издательство: Springer
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Цена: 174130.00 T
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Описание: The German Workshop on Robotics is a convention of roboticists from academia and industry working on mathematical and algorithmic foundations of robotics, on the design and analysis of robotic systems as well as on robotic applications. This title includes contributions from researchers in German-speaking countries.

Автор: Pradeep Kumar Mallick
Название: Research Advances in the Integration of Big Data and Smart Computing
ISBN: 1466687371 ISBN-13(EAN): 9781466687370
Издательство: Mare Nostrum (Eurospan)
Цена: 204210.00 T
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Описание: The volume, complexity, and irregularity of computational data in modern algorithms and simulations necessitates an unorthodox approach to computing. Understanding the facets and possibilities of soft computing algorithms is necessary for the accurate and timely processing of complex data.Research Advances in the Integration of Big Data and Smart Computing builds on the available literature in the realm of Big Data while providing further research opportunities in this dynamic field. This publication provides the resources necessary for technology developers, scientists, and policymakers to adopt and implement new paradigms in computational methods across the globe.The chapters in this publication advance the body of knowledge on soft computing techniques through topics such as transmission control protocol for mobile ad hoc networks, feature extraction, comparative analysis of filtering techniques, big data in economic policy, and advanced dimensionality reduction methods.

Автор: Boris Kryzhanovsky; Witali Dunin-Barkowski; Vladim
Название: Advances in Neural Computation, Machine Learning, and Cognitive Research
ISBN: 331988283X ISBN-13(EAN): 9783319882833
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike. The book includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2-6, 2017, in Moscow, Russia.

Автор: Hamido Fujita; Duy Cuong Nguyen; Ngoc Pi Vu; Tien
Название: Advances in Engineering Research and Application
ISBN: 3030047911 ISBN-13(EAN): 9783030047917
Издательство: Springer
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Цена: 204970.00 T
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Описание: The International Conference on Engineering Research and Applications (ICERA 2018), which took place at Thai Nguyen University of Technology, Thai Nguyen, Vietnam on December 1–2, 2018, provided an international forum to disseminate information on latest theories and practices in engineering research and applications. The conference focused on original research work in areas including Mechanical Engineering, Materials and Mechanics of Materials, Mechatronics and Micro Mechatronics, Automotive Engineering, Electrical and Electronics Engineering, Information and Communication Technology. By disseminating the latest advances in the field, The Proceedings of ICERA 2018, Advances in Engineering Research and Application, helps academics and professionals alike to reshape their thinking on sustainable development.

Автор: Boris Kryzhanovsky; Witali Dunin-Barkowski; Vladim
Название: Advances in Neural Computation, Machine Learning, and Cognitive Research II
ISBN: 303013170X ISBN-13(EAN): 9783030131708
Издательство: Springer
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Цена: 214280.00 T
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Описание: This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.