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DEEP LEARNING FOR DATA MINING: UNSUPERVISED FEATURE LEARNING AND REPRESENTATION
  • Language: en
  • Pages: 237

DEEP LEARNING FOR DATA MINING: UNSUPERVISED FEATURE LEARNING AND REPRESENTATION

Several empirical research have come to the conclusion that the representation of data plays a vital role in the efficiency with which machine learning algorithms complete their tasks. This indicates that the design of feature extraction, preprocessing, and data transformations requires a disproportionate amount of time and resources when actually executing machine learning algorithms. These steps include preparing the data for analysis, extracting features from the data, and processing the data. This is because each of these components is essential to the algorithm as a whole in order for it to function properly. In spite of the fact that it is of the utmost significance, feature engineerin...

FOUNDATION OF DATA SCIENCE
  • Language: en
  • Pages: 240

FOUNDATION OF DATA SCIENCE

The 1960s saw the beginning of computer science as an academic field of study. The programming languages, compilers, and operating systems, as well as the mathematical theory that underpinned these fields, were the primary focuses of this course. Finite automata, regular expressions, context-free languages, and computability were some of the topics that were addressed in theoretical computer science courses. In the 1970s, the study of algorithms became an essential component of theory when it had previously been neglected. The goal was to find practical applications for computers. At this time, a significant shift is taking place, and more attention is being paid to the diverse range of appl...

Building Cloud Networks and Internet Software Evolution
  • Language: en
  • Pages: 229

Building Cloud Networks and Internet Software Evolution

The ability of a buzzword to provide the appearance of meaning without really expressing that meaning is a distinguishing quality shared by all buzzwords. This perception of meaning may be conveyed without actually communicating the meaning. A great number of individuals are beginning to see the notion of "cloud computing" as if it were a foreign language. It is used in a broad range of contexts, and it often refers to subjects that do not seem to have any connection whatsoever. During one conversation, they discuss Google Gmail, and then, during the subsequent conversation, they discuss Amazon Elastic Compute Cloud (at least the latter has the term "cloud" in its name!). On the other hand, ...

Networks Attack Detection on 5G Networks using Data Mining Techniques
  • Language: en
  • Pages: 216

Networks Attack Detection on 5G Networks using Data Mining Techniques

  • Type: Book
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  • Published: 2024-04-23
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  • Publisher: CRC Press

Artificial intelligence (AI) and its applications have risen to prominence as one of the most active study areas in recent years. In recent years, a rising number of AI applications have been applied in a variety of areas. Agriculture, transportation, medicine, and health are all being transformed by AI technology. The Internet of Things (IoT) market is thriving, having a significant impact on a wide variety of industries and applications, including e-health care, smart cities, smart transportation, and industrial engineering. Recent breakthroughs in artificial intelligence and machine learning techniques have reshaped various aspects of artificial vision, considerably improving the state of...

Rawls, Dewey, and Constructivism
  • Language: en
  • Pages: 176

Rawls, Dewey, and Constructivism

  • Type: Book
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  • Published: 2010-09-23
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  • Publisher: A&C Black

Examines problems in Rawls' epistemology, approached from a Deweyan perspective, to argue for a thoroughly constructivist idea of justice and its practical implications for education. >

Knowledge Driven Service Innovation and Management: IT Strategies for Business Alignment and Value Creation
  • Language: en
  • Pages: 620

Knowledge Driven Service Innovation and Management: IT Strategies for Business Alignment and Value Creation

  • Type: Book
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  • Published: 2012-11-30
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  • Publisher: IGI Global

"This book provides a comprehensive collection of research and analysis on the principles of service, knowledge and organizational capabilities, clarifying IT strategy procedures and management practices and how they are used to shape a firm's knowledge resources"--Provided by publisher.

The End of Physiotherapy
  • Language: en
  • Pages: 522

The End of Physiotherapy

  • Type: Book
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  • Published: 2017-07-31
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  • Publisher: Routledge

Physiotherapy is arriving at a critical point in its history. Since World War I, physiotherapy has been one of the largest allied health professions and the established provider of orthodox physical rehabilitation. But ageing populations of increasingly chronically ill people, a growing scepticism towards biomedicine and the changing economy of healthcare threaten physiotherapy’s long-held status. Paradoxically, physiotherapy’s affinity for treating the ‘body-as-machine’ has resulted in an almost complete inability to identify the roots of the profession’s present problems, or define possible ways forward. Physiotherapists need to engage in critically informed theoretical discussio...

Power and Political Culture in Suharto's Indonesia
  • Language: en
  • Pages: 359

Power and Political Culture in Suharto's Indonesia

  • Type: Book
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  • Published: 2004-06-02
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  • Publisher: Routledge

In the mid-1990s, the formerly pliant Indonesian Democratic Party (PDI) was transformed into an active opposition party by Megawati Sukarnoputri (now President of Indonesia). The subsequent backlash from the Suharto regime ultimately led to its downfall.

Information Systems
  • Language: en
  • Pages: 892

Information Systems

  • Type: Book
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  • Published: 1992
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  • Publisher: Unknown

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Disaster Communications in a Changing Media World
  • Language: en
  • Pages: 282

Disaster Communications in a Changing Media World

Communications are key to the success of disaster mitigation, preparedness, response, and recovery. Accurate information disseminated to the general public, to elected officials and community leaders, as well as to the media, reduces risk, saves lives and property, and speeds recovery. Disaster Communications in a Changing Media World, Second Edition, provides valuable information for navigating these priorities in the age of evolving media. The emergence of new media like the Internet, email, blogs, text messaging, cell phone photos, and the increasing influence of first informers are redefining the roles of government and media. The tools and rules of communications are evolving, and disas...