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Probability (Graduate Studies in Mathematics)
Probability (Graduate Studies in Mathematics)

This is a textbook for a one-semester graduate course in measure-theoretic probability theory, but with ample material to cover an ordinary year-long course at a more leisurely pace. Khoshnevisan's approach is to develop the ideas that are absolutely central to modern probability theory, and to showcase them by presenting their various...

Relational and Algebraic Methods in Computer Science: 13th International Conference, RAMiCS 2012, Cambridge, United Kingdom, September 17-21, 2012, Proceedings (Lecture Notes in Computer Science)
Relational and Algebraic Methods in Computer Science: 13th International Conference, RAMiCS 2012, Cambridge, United Kingdom, September 17-21, 2012, Proceedings (Lecture Notes in Computer Science)

This book constitutes the thoroughly refereed post-conference proceedings of the 13th International Conference on Relational and Algebraic Methods in Computer Science, RAMiCS 13, held in Cambridge, UK, in September 2012. The 23 revised full papers presented were carefully selected from 39 submissions in the general area of relational and...

Thinking as Computation: A First Course (MIT Press)
Thinking as Computation: A First Course (MIT Press)

This book guides students through an exploration of the idea that thinking might be understood as a form of computation. Students make the connection between thinking and computing by learning to write computer programs for a variety of tasks that require thought, including solving puzzles, understanding natural language, recognizing objects...

Managing Psychological Factors in Information Systems Work: An Orientation to Emotional Intelligence
Managing Psychological Factors in Information Systems Work: An Orientation to Emotional Intelligence
With the expansion of the Internet and the resulting globalization of business activity, the scope of the influence of information technology (IT) has increased significantly. Many innovative business practices are being enabled by IT. The capacity for integration of information in numeric, text, voice, and video form will give...
Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision Support Tools and Real-World Applications
Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision Support Tools and Real-World Applications
This book provides a complete picture of several decision support tools for predictive maintenance. These include embedding early anomaly/fault detection, diagnosis and reasoning, remaining useful life prediction (fault prognostics), quality prediction and self-reaction, as well as optimization, control and self-healing techniques. It shows...
Challenges in Social Network Research: Methods and Applications (Lecture Notes in Social Networks)
Challenges in Social Network Research: Methods and Applications (Lecture Notes in Social Networks)

The book includes both invited and contributed chapters dealing with advanced methods and theoretical development for the analysis of social networks and applications in numerous disciplines. Some authors explore new trends related to network measures, multilevel networks and clustering on networks, while other contributions deepen...

Normative Externalism
Normative Externalism
Normative Externalism argues that it is not important that people live up to their own principles. What matters, in both ethics and epistemology, is that they live up to the correct principles: that they do the right thing, and that they believe rationally. This stance, that what matters are the correct principles, not one's...
Education and the Ontological Question: Addressing a Missing Dimension
Education and the Ontological Question: Addressing a Missing Dimension

This book identifies and expands upon the link between ontology and education, exposing a lack of ontological inquiry as the vital missing element in the study and practice of modern education today. In this book, Roy aims to reintroduce ontological thinking and reasoning that grounds historical and...

Web, Artificial Intelligence and Network Applications: Proceedings of the Workshops of the 33rd International Conference on Advanced Information ... in Intelligent Systems and Computing (927))
Web, Artificial Intelligence and Network Applications: Proceedings of the Workshops of the 33rd International Conference on Advanced Information ... in Intelligent Systems and Computing (927))

The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of Web Computing, Intelligent Systems and Internet Computing.

 As the Web has become a major source of...

How We Cooperate: A Theory of Kantian Optimization
How We Cooperate: A Theory of Kantian Optimization
A new theory of how and why we cooperate, drawing from economics, political theory, and philosophy to challenge the conventional wisdom of game theory

Game theory explains competitive behavior by working from the premise that people are self-interested. People don’t just compete, however; they also
...
Diagramming the Big Idea: Methods for Architectural Composition
Diagramming the Big Idea: Methods for Architectural Composition

Becoming an architect is a daunting task. Beyond the acquisition of new skills and procedures, beginning designers face an entirely unfamiliar mode of knowledge: design thinking.

In Diagramming the Big Idea, Jeffrey Balmer and Michael T. Swisher introduce the fundamentals of design thinking by illustrating how...

Grokking Deep Learning
Grokking Deep Learning
Summary

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

Purchase of the print book
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