Books [Roberto Battiti, Mauro Brunato] The LION Way: Machine Learning plus Intelligent Optimization, Version 3.0
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Learning and Intelligent Optimization (LION) is the combination of learning from data and optimization applied to solve complex and dynamic problems. The LION way is about increasing the automation level and connecting data directly to decisions and actions. More power is directly in the hands of decision makers in a self-service manner, without resorting to intermediate layers of data scientists. LION is a complex array of mechanisms, like the engine in an automobile, but the user (driver) does not need to know the inner workings of the engine in order to realize its tremendous benefits.LION's adoption will create a prairie fire of...
Books [David Beyer] The Future of Machine Intelligence: Perspectives from Leading Practitioners
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Advances in both theory and practice are throwing the promise of machine learning into sharp relief. The field has the potential to transform a range of industries, from self-driving cars to intelligent business applications. Yet machine learning is so complex and wide-ranging that even its definition can change from one person to the next.
The series of interviews in this exclusive report unpack concepts and innovations that represent the frontiers of ever-smarter machines. You’ll get a rare glimpse into this exciting field through the eyes of some of its leading minds.
In these interviews, these ten practitioners and theoreticians...
Books [Rebecca E. Skinner] Building the Second Mind, 1961-1980: From the Ascendancy of ARPA to the Advent of Commercial Expert Systems
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The topic of Building the Second Mind, 1961-1980: From the Ascendancy of ARPA to the Advent of Commercial Expert Systems is the development during the 1960s and 1970s of AI, the field that sought to get computers to do things that would be considered intelligent if a person did them. In the late 1950s, the field was founded and began to undertake extremely rudimentary logic and problem-solving programs. In the 1960s, the immense growth in funding given to the field of computing, the development of integrated circuits for mainframe computing, and the increasing numbers of people in AI and in computer science in general, tremendously...
Books [Nils J. Nilsson] The Quest for Artificial Intelligence: A History of Ideas and Achievements
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Artificial intelligence (AI) is a field within computer science that is attempting to build enhanced intelligence into computer systems. This book traces the history of the subject, from the early dreams of eighteenth-century (and earlier) pioneers to the more successful work of today’s AI engineers. AI is becoming more and more a part of everyone’s life. The technology is already embedded in face-recognizing cameras, speech-recognition software, Internet search engines, and health-care robots, among other applications. The book’s many diagrams and easy-to-understand descriptions of AI programs will help the casual reader gain an...
Books [Christopher M. Bishop] Pattern Recognition and Machine Learning
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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained...
Books [Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez] Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks
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This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting...
Books [Pedro Ponce, Arturo Molina Gutierrez, Jaime Rodriguez] New Applications of Artificial Intelligence
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This book has a complete set of applications of artificial neural networks that allow the reader to gain experience about the new systems for implementing and developing artificial intelligence (Ai) methods, which can run in several digital systems. On the other hand, the book shows the newest algorithms of artificial intelligence that provide a wide spectrum of research areas in which Ai can be deployed. There are a lot of books that address Ai applications. However, this book shows the newest applications reached according with the technological changes that are presented nowadays. Those changes drastically appear in digital...
Books [David Poole, Alan Mackworth] Artificial Intelligence: Foundations of Computational Agents 3 edition
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Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents is a textbook aimed at junior to senior undergraduate students and first-year graduate students. It presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. By showing how basic approaches fit into a multidimensional design space, readers can learn the fundamentals without losing sight of the bigger picture. The book balances theory and experiment, showing how to link them intimately...
Books [Hadelin de Ponteves] AI Crash Course: A Fun and Hands-on Introduction to Machine Learning
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Unlock the power of artificial intelligence with top Udemy AI instructor Hadelin de Ponteves.
Key Features
- Learn from friendly, plain English explanations and practical activities
- Put ideas into action with 5 hands-on projects that show step-by-step how to build intelligent software
- Use AI to win classic video games and construct a virtual self-driving car
Book Description
Welcome to the Robot World ... and start building intelligent software now!Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his...
Books [Xuefeng Zhou, Zhihao Xu, Shuai Li, Hongmin Wu, Taobo Cheng, Xiaojing Lv] AI based Robot Safe Learning and Control
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This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot systems, the control strategies include adaptive tracking control for robots with model uncertainties, compliance control in uncertain environments, obstacle avoidance in dynamic workspace. The idea for this book on solving safe control of robot arms was conceived during the industrial applications and the research discussion in the laboratory. Most of the...
Books [Leslie Michael Orchard] Hacking Rss And Atom
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Now you can satisfy your appetite for information
This book is not about the minutia of RSS and Atom programming. It's about doing cool stuff with syndication feeds-making the technology give you exactly what you want the way you want. It's about building a feed aggregator and routing feeds to your e-mail or iPod, producing and hosting feeds, filtering, sifting, and blending them, and much more. Tan-talizing loose ends beg you to create more hacks the author hasn't thought up yet. Because if you can't have fun with the technology, what's the point?
A sampler platter of things you'll learn to do
- Build a simple feed aggregator...
Books [Elliotte Rusty Harold] XML 1.1 Bible 3rd Edition
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- Updated and better than ever, this more focused revision provides comprehensive coverage of XML to anyone with a basic understanding of HTML and Web servers
- Featuring all-new examples, this book contains everything readers need to know to incorporate XML in their Web site plans, designs, and implementations
- Continues expert Elliotte Rusty Harold's well-known track record for delivering the best XML guidance available
- Includes coverage of the most recent XML 1.1 specification and the latest trends in XML Web publishing
- Companion Web site includes additional examples and reference material found in previous editions...
Books [Jon Barwise, John Etchemendy] Language, Proof and Logic
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This textbook/software package covers first-order language in a method appropriate for first and second courses in logic. The unique on-line grading services instantly grades solutions to hundred of computer exercises. It is specially devised to be used by philosophy instructors in a way that is useful to undergraduates of philosophy, computer science, mathematics, and linguistics.
The book is a completely rewritten and much improved version of The Language of First-order Logic. Introductory material is presented in a more systematic and accessible fashion. Advanced chapters include proofs of soundness and completeness for...
Books [Simon Peyton Jones] The Implementation of Functional Programming Languages
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This book is about implementations, not languages, it will make no attempt to extol the virtues of functional languages or the functional programming style. Instead this book will assume that the reader is familiar with functional programming; those without this familiarity may find it heavy going.
The first part describes how to translate a high-level functional language into an intermediate language, called the lambda calculus, including detailed coverage of pattern-matching and type-checking.
The second part begins with a simple implementation of the lambda calculus, based on graph reduction, and then develops a number of...
Books [Simon Peyton Jones, David Lester] Implementing Functional Languages: A Tutorial
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This book provides a practical approach to understanding implementations of non-strict functional languages using lazy graph reduction. It is intended to be a source of practical laboratory work material and to help students to develop, modify and experiment with their own implementations.
The emphasis lies on the building of working prototypes of several functional language implementations and in each case the approach is to give a complete working prototype of a particular implementation, then lead the reader through a sequence of improvements to expand its scope. The prototypes are expressed in the functional language Miranda and...
Books [Monti Ben-Ari] Understanding Programming Languages
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This book compares constructs from C with constructs from Ada in terms of levels of abstractions. Studying these languages provides a firm foundation for an extensive examination of object-oriented language support in C++ and Ada 95. It explains what alternatives are available to the language designer, how language constructs should be used in terms of safety and readability, how language constructs are implemented and which ones can be efficiently compiled and the role of language in expressing and enforcing abstractions. The final chapters introduce functional (ML) and logic (Prolog) programming languages to demonstrate that...
Books [Dick Grune, Ceriel J.H. Jacobs] Parsing Techniques: A Practical Guide
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Parsing, also referred to as syntax analysis, has been and continues to be an essential part of computer science and linguistics. Today, parsing techniques are also implemented in a number of other disciplines, including but not limited to, document preparation and conversion, typesetting chemical formulae, and chromosome recognition.
This second edition presents new developments and discoveries that have been made in the field. Parsing techniques have grown considerably in importance, both in computational linguistics where such parsers are the only option, and computer science, where advanced compilers often use general CF...
Books [David Gries] Monographs in Computer Science
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This is the very first book to discuss the theory and principles of computer programming on the basis of the idea that a proof of correctness and a program should be developed hand in hand. It is built around the method first proposed by Dijkstra in his monograph The Discipline of Programming (1976), involving a "calculus for the derivation of programs." Directing his materials to the computer programmer with at least one year of experience, Gries presents explicit principles behind program development, and then leads the reader through example programs using those principles. Propositions and predicate calculus are presented as a...
Books [Pierre-Louis Curien] Category Theory: A Programming Language Oriented Introduction
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Books [Douglas Thain] Introduction to Compilers and Language Design
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A compiler translates a program written in a high level language into a program written in a lower level language. For students of computer science, building a compiler from scratch is a rite of passage: a challenging and fun project that offers insight into many different aspects of computer science, some deeply theoretical, and others highly practical. This book offers a one semester introduction into compiler construction, enabling the reader to build a simple compiler that accepts a C-like language and translates it into working X86 or ARM assembly language. It is most suitable for undergraduate students who have some experience...
Books [Shriram Krishnamurthi] Programming and Programming Languages
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Many people would regard this as being two books in one, integrated. One book is an introduction to programming, teaching you basic concepts of organizing data and the programs that operate over them, ending in the investigation of universally useful algorithms. The other book is an introduction to programming languages: a study, from one level up, of the media by which we structure these data and programs.
About the Authors
- Shriram Krishnamurthi is a computer scientist, currently a professor of computer science at Brown University and a member of the core development group for the Racket programming languages...
Books [Aarne Ranta] Implementing Programming Languages: An Introduction to Compilers and Interpreters
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Implementing a programming language means bridging the gap from the programmer's high-level thinking to the machine's zeros and ones. If this is done in an efficient and reliable way, programmers can concentrate on the actual problems they have to solve, rather than on the details of machines. But understanding the whole chain from languages to machines is still an essential part of the training of any serious programmer. It will result in a more competent programmer, who will moreover be able to develop new languages. A new language is often the best way to solve a problem, and less difficult than it may sound. This book follows a...
Books [Raphael A. Finkel] Advanced Programming Language Design
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This accessible new volume examines and evaluates the principles of programming languages from both their common and language-specific elements. Each chapter is devoted to a particular programming language issue. These issues are illustrated with an example from one of the many programming languages used today.
INFORMATION PAGE:
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Books [Andreas Hohmann] Programming Languages at a Glance
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This book tries to explain a number of programming languages, covering a wide range from currently popular ones such as Java, Perl, Python, and C# to less known languages such as ML, Haskell.
There is one key requirement: the language has to be available for free (or otherwise I could not afford writing this book). We don’t expect a full blown IDE; a good set of command line tools is just as fine. Fortunately, this requirement is fulfilled by most languages these days, since they don’t stand a chance otherwise. In many cases, even a free IDE is available (e.g., Eclipse for Java or Smalltalk/X)
INFORMATION PAGE:...
Books [Shriram Krishnamurthi] Programming Languages: Application and Interpretation
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This book unites two approaches to teaching programming languages, one based on a survey of languages and the other on writing definitional interpreters. It has been used as a textbook at over fifty institutions worldwide, and is referenced by non-academic users on the Web. You can learn about the differences between versions, and get the accompanying software, from the book's Web site (www.plai.org). You can get the same PDF version of the book, free of cost, from its Web site. This is to give you a choice: if you want to pay the author, get it from here; if you don't (or can't afford to), get it for free from there. Note...
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