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Showing 1–24 of 27 results
by Fairouz D Kamareddine , Language: English
THIRTY FIVE YEARS OF AUTOMATING MATHEMATICS: DEDICATED TO 35 YEARS OF DE BRUIJN’S AUTOMATH N. G. de Bruijn was a well established mathematician before deciding in 1967 at the age of 49 to work on a new direction related to Automating Mathematics. By then, his contributions in mathematics were numerous and extremely influential. His book on advanced asymptotic methods, North Holland 1958, was a classic and was subsequently turned into a book in the well known Dover book series. His work on combinatorics yielded influential notions and theorems of which we mention the de Bruijn-sequences of 1946 and the de Bruijn-Erdos theorem of 1948.
Category…
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Science and Math > Mathematics > Applied > Linear Programming
… Books > Science and Math > Mathematics > Pure Mathematics > Logic
by Cory Lesmeister , Language: English
If you want to learn how to use R’s machine learning capabilities to solve complex business problems, then this book is for you. Some experience with R and a working knowledge of basic statistical or machine learning will prove helpful.Master machine learning techniques with R to deliver insights for complex projectsAbout This BookGet to grips with the application of Machine Learning methods using an extensive set of R packagesUnderstand the benefits and potential pitfalls of using machine learning methodsImplement the numerous powerful features offered by R with this comprehensive guide to building an independent R-based ML systemWhat You Will LearnGain deep insights to learn the applications of machine learning tools to the industryManipulate data in R efficiently to prepare it for analysisMaster the skill of recognizing techniques for effective visualization of dataUnderstand why and how to create test and training data sets for analysisFamiliarize yourself with fundamental learning methods such as linear and logistic regressionComprehend advanced learning methods such as support vector machinesRealize why and how to apply unsupervised learning methodsIn DetailMachine learning is a field of Artificial Intelligence to build systems that learn from data.
by Ferrante Neri , Language: English
Authors: Neri, FerranteCovers all aspects of linear algebra from the perspective of computational science and engineeringProvides both a technical approach and an informal interpretation of mathematicsIncludes examples with definitions and theoremsPresents a chapter where the study of an electrical network is shown as an algebraic exerciseThis book presents the main concepts of linear algebra from the viewpoint of applied scientists such as computer scientists and engineers, without compromising on mathematical rigor.
Category…
… Books > Science and Math > Mathematics
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Science and Math > Mathematics > Pure Mathematics > Algebra > Linear
… Books > Computers and Technology > Databases and Big Data > Data Processing
by Jianer Chen , John E Hopcroft , Jianxin Wang , Language: English
This book constitutes the refereed proceedings of the 8th International Frontiers of Algorithmics Workshop, FAW 2013, held in Zhangjiajie, China, in June 2014. The 30 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 65 submissions. They provide a focused forum on current trends of research on algorithms, discrete structures, operations research, combinatorial optimization and their applications.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Textbooks > Computer Science > Algorithms
… Books > Computers and Technology > Programming > Algorithms
by Douglas Mcilwraith , Language: English
There’s priceless insight trapped in the flood of data users leave behind as they interact with web pages and applications. Those insights can be unlocked by using intelligent algorithms like the ones that have earned Facebook, Google, Twitter, and Microsoft a place among the giants of web data pattern extraction. Improved search, data classification, and other smart pattern matching techniques can give an enormous advantage to understanding and interacting with users.Algorithms of the Intelligent Web, Second Edition has been totally revised and teaches the most important approaches to algorithmic web data analysis, enabling readers to create machine learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors, and website logs.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Neural Networks
… Books > Computers and Technology > Programming > Software Design, Testing and Engineering > Structured Design
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
by G Della Riccia , Rudolf Kruse , Hans-Joachim Lenz , Language: English
The book aims to merge Computational Intelligence with Data Mining, which are both hot topics of current research and industrial development, Computational Intelligence, incorporates techniques like data fusion, uncertain reasoning, heuristic search, learning, and soft computing.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Databases and Big Data > Data Processing
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Intelligence and Semantics
by Malcolm I Heywood , James McDermott , Mauro Castelli , Ernesto Costa , Kevin Sim , Language: English
This book constitutes the refereed proceedings of the 19th European Conference on Genetic Programming, EuroGP 2016, held in Porto, Portugal, in March/April 2016 co-located with the Evo*2016 events: EvoCOP, EvoMUSART, and EvoApplications.The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, metaheuristics, evolvability, and fitness predictors; and applications including image processing, one-class classification, SQL injection attacks, numerical modelling, streaming data classification, creation and optimisation of circuits, multi-class classification, scheduling in manufacturing and wireless networks.
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Programming > Software Design, Testing and Engineering > Structured Design
… Books > Textbooks > Computer Science > Algorithms
by Davy Cielen , Arno Meysman , Mohamed Ali , Language: English
SummaryIntroducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and common Python libraries, you’ll experience firsthand the challenges of dealing with data at scale and gain a solid foundation in data science.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyMany companies need developers with data science skills to work on projects ranging from social media marketing to machine learning.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Networking and Cloud Computing > Data in the Enterprise > Electronic Data Interchange (EDI)
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Programming > Languages and Tools > Ruby
by Robert I Soare , Language: English
Turing’s famous 1936 paper introduced a formal definition of a computing machine, a Turing machine. This model led to both the development of actual computers and to computability theory, the study of what machines can and cannot compute. This book presents classical computability theory from Turing and Post to current results and methods, and their use in studying the information content of algebraic structures, models, and their relation to Peano arithmetic. The author presents the subject as an art to be practiced, and an art in the aesthetic sense of inherent beauty which all mathematicians recognize in their subject.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Science and Math > Mathematics > Pure Mathematics > Logic
… Books > Computers and Technology > Databases and Big Data > Data Processing
by John Von Neumann , Language: English
First published in 1958, John von Neumann’s classic work “The Computer and the Brain” explored the analogies between computing machines and the living human brain. Von Neumann showed that the brain operates both digitally and analogically, but also has its own unique statistical language. And more than fifty years after its inception the “von Neumann architecture” – an organizational framework for computer design – still lies at the heart of today’s machines. In his foreword to this new edition, Ray Kurzweil, a futurist famous for his own musings on the relationship between technology and consciousness, places von Neumann’s work in a historical context and shows how it remains relevant today.
by Joseph S Park , Language: English
As computing devices proliferate, demand increases for an understanding of emerging computing paradigms and models based on natural phenomena. Neural networks, evolution-based models, quantum computing, and DNA-based computing and simulations are all a necessary part of modern computing analysis and systems development. Vast literature exists on these new paradigms and their implications for a wide array of applications.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Expert Systems
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Programming > Software Design, Testing and Engineering > Structured Design
by Hitoshi Iba , Language: English
Swarm-based multi-agent simulation leads to better modeling of tasks in biology, engineering, economics, art, and many other areas. It also facilitates an understanding of complicated phenomena that cannot be solved analytically. Agent-Based Modeling and Simulation with Swarm provides the methodology for a multi-agent-based modeling approach that integrates computational techniques such as artificial life, cellular automata, and bio-inspired optimization. Each chapter gives an overview of the problem, explores state-of-the-art technology in the field, and discusses multi-agent frameworks.
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Textbooks > Computer Science > Artificial Intelligence
… Books > Science and Math > Mathematics > Popular and Elementary > Arithmetic
by Jamie Dixon , Language: English
This book is targeted at .NET developers who want to build complex machine learning systems. Some basic understanding of data science is required.About This BookBased on .NET framework 4.6.1, includes examples on ASP.NET Core 1.0Set up your business application to start using machine learning techniquesFamiliarize the user with some of the more common .NET libraries for machine learningImplement several common machine learning techniquesEvaluate, optimize and adjust machine learning modelsWhat You Will LearnWrite your own machine learning applications and experiments using the latest .N
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Programming > Web Programming > ASP.NET
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Programming > Microsoft Programming > .NET
by (Mathematician Xin Liu , Anwitaman Datta , Ee-Peng Lim , Language: English
Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches,
Computational Trust Models and Machine Learning effectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Computer Science > Systems Analysis and Design
… Books > Engineering and Transportation > Engineering > Electrical and Electronics > Electronics
by Dakshina Ranjan Kisku , Language: English
Although biometric systems present powerful alternatives to traditional authentication schemes, there are still many concerns about their security. Advances in Biometrics for Secure Human Authentication and Recognition showcases some of the latest technologies and algorithms being used for human authentication and recognition.Examining the full range of biometrics solutions, including unimodal and multimodal biometrics, the book covers conventional techniques as well as novel systems that have been developed over the past few years.
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Computer Vision and Pattern Recognition
… Books > Computers and Technology > Computer Science > Systems Analysis and Design
by John Vince , Language: English
John Vince explains a wide range of mathematical techniques and problem-solving strategies associated with computer games, computer animation, virtual reality, CAD, and other areas of computer graphics in this updated and expanded fourth edition.The first four chapters revise number sets, algebra, trigonometry and coordinate systems, which are employed in the following chapters on vectors, transforms, interpolation, 3D curves and patches, analytic geometry, and barycentric coordinates. Following this, the reader is introduced to the relatively new topic of geometric algebra, and the last two chapters provide an introduction to differential and integral calculus, with an emphasis on geometry.M
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Textbooks > Computer Science > Graphics and Visualization
… Books > Computers and Technology > Programming > Graphics and Multimedia
by Suresh K Gorakala , Michele Usuelli , Language: English
Learn the art of building robust and powerful recommendation engines using RAbout This BookLearn to exploit various data mining techniquesUnderstand some of the most popular recommendation techniquesThis is a step-by-step guide full of real-world examples to help you build and optimize recommendation enginesWho This Book Is ForIf you are a competent developer with some knowledge of machine learning and R, and want to further enhance your skills to build recommendation systems, then this book is for you.W
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Software > Mathematical and Statistical
… Books > Computers and Technology > Databases and Big Data > Data Processing
by Peter Bühlmann , Language: English
Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text instills a working understanding of key statistical and computing ideas that can be readily applied in research and practice.Offering balanced coverage of methodology, theory, and applications, this handbook:Describes modern, scalable approaches for analyzing increasingly large datasetsDefines the underlying concepts of the available analytical tools and techniquesDetails intercommunity advances in computational statistics and machine learningHandbook of Big Data also identifies areas in need of further development, encouraging greater communication and collaboration between researchers in big data sub-specialties such as genomics, computational biology, and finance.
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… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Business and Money > Education and Reference > Statistics
… Books > Science and Math > Mathematics > Applied > Statistics
by (Optical engineer Song Zhang , Language: English
Digital fringe protection (DFP) techniques are used for non-contact shape measurement of 3D images. In the rapidly expanding field of 3D high-speed imaging, the demand for DFP continues to grow due to the technology’s fast speed, flexibility, low cost, and high accuracy.High-Speed 3D Imaging with Digital Fringe Projection Techniques discusses the generation of digital fringe with digital video projection devices, covering a variety of core technical aspects. The book begins by establishing the theoretical foundations of fringe pattern analysis, reviewing various 3D imaging techniques while highlighting the advantages of DFP.
Category…
… Books > Computers and Technology > Computer Science
… Books > Science and Math > Physics > Light
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Graphics and Design > 3D Graphics
by Dhruba K Bhattacharyya , Language: English
With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of network attacks, network intrusion detection has become increasingly important. Anomaly-based network intrusion detection refers to finding exceptional or nonconforming patterns in network traffic data compared to normal behavior. Finding these anomalies has extensive applications in areas such as cyber security, credit card and insurance fraud detection, and military surveillance for enemy activities.
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Computers and Technology > Security and Encryption > Encryption
… Books > Computers and Technology > Security and Encryption > Cryptography
by Alain Bretto , Language: English
This book provides an introduction to hypergraphs, its aim being to overcome the lack of recent manuscripts on this theory. In the literature hypergraphs have many other names such as set systems and families of sets. This work presents the theory of hypergraphs in its most original aspects, while also introducing and assessing the latest concepts on hypergraphs. The variety of topics, their originality and novelty are intended to help readers better understand the hypergraphs in all their diversity in order to perceive their value and power as mathematical tools.
Category…
… Books > Computers and Technology > Computer Science
… Books > Science and Math > Mathematics > Applied > Graph Theory
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Textbooks > Computer Science > Algorithms
by Shun’ichi Amari , Language: English
This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, which on the whole can be read independently. A manifold with a divergence function is first introduced, leading directly to dualistic structure, the heart of information geometry. This part (Part I) can be apprehended without any knowledge of differential geometry.
Category…
… Books > Computers and Technology > Computer Science
… Books > Science and Math > Mathematics > Geometry and Topology > Differential Geometry
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
… Books > Textbooks > Science and Mathematics > Mathematics > Geometry
by (College teacher Xun Yi , Russell Paulet , Elisa Bertino , Language: English
This book introduces the fundamental concepts of homomorphic encryption. From these foundations, applications are developed in the fields of private information retrieval, private searching on streaming data, privacy-preserving data mining, electronic voting and cloud computing. The content is presented in an instructional and practical style, with concrete examples to enhance the reader’s understanding. This volume achieves a balance between the theoretical and the practical components of modern information security.
by Magy Seif El-Nasr , Anders Drachen , Alessandro Canossa , Language: English
Developing a successful game in today’s market is a challenging endeavor. Thousands of titles are published yearly, all competing for players’ time and attention. Game analytics has emerged in the past few years as one of the main resources for ensuring game quality, maximizing success, understanding player behavior and enhancing the quality of the player experience. It has led to a paradigm shift in the development and design strategies of digital games, bringing data-driven intelligence practices into the fray for informing decision making at operational, tactical and strategic levels.
Game Analytics – Maximizing the Value of Player Data is the first book on the topic of game analytics; the process of discovering and communicating patterns in data towards evaluating and driving action, improving performance and solving problems in game development and game research. Written by over 50 international experts from industry and research, it covers a comprehensive range of topics across more than 30 chapters, providing an in-depth discussion of game analytics and its practical applications.
Topics covered include monetization strategies, design of telemetry systems, analytics for iterative production, game data mining and big data in game development, spatial analytics, visualization and reporting of analysis, player behavior analysis, quantitative user testing and game user research. This state-of-the-art volume is an essential source of reference for game developers and researchers.
Category…
… Books > Computers and Technology > Computer Science
… Books > Computers and Technology > Games and Strategy Guides > Game Design
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Computer Vision and Pattern Recognition
… Books > Computers and Technology > Computer Science > AI and Machine Learning > Machine Theory
Showing 1–24 of 27 results