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The Practice of Crowdsourcing - Omar Alonso - Bog - Springer International Publishing AG - Plusbog.dk

The Practice of Crowdsourcing - Omar Alonso - Bog - Springer International Publishing AG - Plusbog.dk

Many data-intensive applications that use machine learning or artificial intelligence techniques depend on humans providing the initial dataset, enabling algorithms to process the rest or for other humans to evaluate the performance of such algorithms. Not only can labeled data for training and evaluation be collected faster, cheaper, and easier than ever before, but we now see the emergence of hybrid human-machine software that combines computations performed by humans and machines in conjunction. There are, however, real-world practical issues with the adoption of human computation and crowdsourcing. Building systems and data processing pipelines that require crowd computing remains difficult. In this book, we present practical considerations for designing and implementing tasks that require the use of humans and machines in combination with the goal of producing high-quality labels.

DKK 519.00
1

Machine Learning for Cybersecurity - Marwan Omar - Bog - Springer International Publishing AG - Plusbog.dk

Machine Learning for Cybersecurity - Marwan Omar - Bog - Springer International Publishing AG - Plusbog.dk

This SpringerBrief presents the underlying principles of machine learning and how to deploy various deep learning tools and techniques to tackle and solve certain challenges facing the cybersecurity industry. By implementing innovative deep learning solutions, cybersecurity researchers, students and practitioners can analyze patterns and learn how to prevent cyber-attacks and respond to changing malware behavior. The knowledge and tools introduced in this brief can also assist cybersecurity teams to become more proactive in preventing threats and responding to active attacks in real time. It can reduce the amount of time spent on routine tasks and enable organizations to use their resources more strategically. In short, the knowledge and techniques provided in this brief can help make cybersecurity simpler, more proactive, less expensive and far more effective Advanced-level students in computer science studying machine learning with a cybersecurity focus will find this SpringerBrief useful as a study guide. Researchers and cybersecurity professionals focusing on the application of machine learning tools and techniques to the cybersecurity domain will also want to purchase this SpringerBrief.

DKK 468.00
1

Introduction to Calculus and Classical Analysis - Omar Hijab - Bog - Springer International Publishing AG - Plusbog.dk

Introduction to Calculus and Classical Analysis - Omar Hijab - Bog - Springer International Publishing AG - Plusbog.dk

Involving rigorous analysis, computational dexterity, and a breadth of applications, this text is ideal for an undergraduate honors calculus course or for an introduction to analysis. This fourth edition includes corrections as well as some additional material. Some features of the text:• The text is completely self-contained and starts with the real number axioms;• The integral is defined as the area under the graph, while the area is defined for every subset of the plane;• There is a heavy emphasis on computational problems, from the high-school quadratic formula to the formula for the derivative of the zeta function at zero;• There are applications from many parts of analysis, e.g., convexity, the Cantor set, continued fractions, the AGM, the theta and zeta functions, transcendental numbers, the Bessel and gamma functions, and many more;• Traditionally transcendentally presented material, such as infinite products, the Bernoulli series, and the zeta functional equation, is developed over the reals;• self-contained treatment of the fundamental theorems of calculus in the general case using the Sunrise Lemma• There are 450 problems with all the solutions at the back of the text. Reviews from previous editions:"This is a very intriguing, decidedly unusual, and very satisfying treatment of calculus and introductory analysis. It's full of quirky little approaches to standard topics that make one wonder over and over again, 'Why is it never done like this?'"—John Allen Paulos, author of Innumeracy and A Mathematician Reads the Newspaper"Chapter 5 is... an astonishing tour de force"—Steven G. Krantz, The American Mathematical Monthly"For a treatment [of infinite products and the Bernoulli series] that is very close to Euler’s and even more elementary..." — V.S. Varadarajan, Bulletin of the American Mathematical Society

DKK 341.00
1

Defending Cyber Systems through Reverse Engineering of Criminal Malware - Marwan Omar - Bog - Springer International Publishing AG - Plusbog.dk

Defending Cyber Systems through Reverse Engineering of Criminal Malware - Marwan Omar - Bog - Springer International Publishing AG - Plusbog.dk

This SpringerBrief discusses underlying principles of malware reverse engineering and introduces the major techniques and tools needed to effectively analyze malware that targets business organizations. It also covers the examination of real-world malware samples, which illustrates the knowledge and skills necessary to take control of cyberattacks. This SpringerBrief explores key tools and techniques to learn the main elements of malware analysis from the inside out. It also presents malware reverse engineering using several methodical phases, in order to gain a window into the mind set of hackers. Furthermore, this brief examines malicious program''s behavior and views its code-level patterns. Real world malware specimens are used to demonstrate the emerging behavioral patterns of battlefield malware as well. This SpringerBrief is unique, because it demonstrates the capabilities of emerging malware by conducting reverse-code engineering on real malware samples and conducting behavioral analysis in isolated lab system. Specifically, the author focuses on analyzing malicious Windows executables. This type of malware poses a large threat to modern enterprises. Attackers often deploy malicious documents and browser-based exploits to attack Windows enterprise environment. Readers learn how to take malware inside-out using static properties analysis, behavioral analysis and code-level analysis techniques. The primary audience for this SpringerBrief is undergraduate students studying cybersecurity and researchers working in this field. Cyber security professionals that desire to learn more about malware analysis tools and techniques will also want to purchase this SpringerBrief.

DKK 367.00
1

Post-Arab Spring Narratives - Abida Younas - Bog - Springer International Publishing AG - Plusbog.dk

Post-Arab Spring Narratives - Abida Younas - Bog - Springer International Publishing AG - Plusbog.dk

This book looks at eight post Arab Spring novels in the context of Gilles Deleuze''s and Félix Guattari''s theory of minor literature. Ahdaf Soueif, Hisham Matar, Karim Alrawi, Youssef Rakha, Yasmine El Rashidi, Omar Rober Hamilton, Saleem Haddad, and Nada Awar Jarrar all focus on the Arab world in their work; on the lives of ordinary and minority peoples; and on the revolutions of their respective nations. This volume shows how these contemporary Anglo-Arab novelists exhibit linguistic experimentation akin to Deleuze''s and Guattari''s theory of ''deterritorialization'', but in a way that is unique to Anglo-Arab writing. The selected novelists repudiate the use of metamorphosis, which is usually an essential part of the deterritorialization of a major language. Instead, their writings enact the minor practice of linguistic deterritorialization by using metaphor and by incorporating contemporary modes of protest like popular slogans, tweets, and chants. These authors challenge the conventions of minor literature and, by adopting this mode of deterritorialization, foreground the experiences of officially silenced voices.

DKK 986.00
1