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Unsupervised Learning Algorithms
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous appli…
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- ISBN/ISSN
- 978-3-319-24211-8
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Encyclopedia of Big Data
This encyclopedia will be an essential resource for our times, reflecting the fact that we currently are living in an expanding data-driven world. Technological advancements and other related trends are contributing to the production of an astoundingly large and exponentially increasing collection of data and information, referred to in popular vernacular as “Big Data.” Social media and c…
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- 1
- ISBN/ISSN
- 978-3-319-32010-6
- Collation
- Manajemen /echnology
- Series Title
- -
- Call Number
- 658
The environmental turn in postwar Sweden A new history of knowledge
This book tells the story of how modern environmentalism emerged in postwar Sweden. It shows that the ‘environmental turn’ in Sweden occurred as early as the autumn of 1967 and that natural scientists led the way. The most influential was the chemist Hans Palmstierna, who was both an active Social Democrat and a regular contributor to the nation’s leading morning paper. Thus, he had a uni…
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- 9789198557749
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Artificial Intelligence Applications and Innovations: 11th IFIP WG 12.5 Inter…
This book constitutes the refereed proceedings of the 11th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015, held in Bayonne, France, in September 2015. The 35 revised full papers presented were carefully reviewed and selected from 81 submissions. The papers feature highly novel research describing innovative algorithms, systems, tools and…
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- Ed. 1
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- 978-3-319-23868-5
- Collation
- XVI, 496
- Series Title
- IFIP Advances in Information and Communication Technology
- Call Number
- 006.3 ART a
Requirement Engineering for Knowledge-Intensive Processes
Sven-Michael Wundenberg discusses the development of a reference architecture for the Learning Management System’s (LMS) selection-process aimed at the system’s implementation in a polytechnic-knowledge-transfer organization. The focus lies on the requirement engineering (RE) process’s quintessence based on research about standard RE-procedures and -approaches combined with LMS-basic know…
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- Ed. 1
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- 978-3-658-08832-3
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- -
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Emotional Self-Knowledge
Alba Montes Sánchez, Alessandro Salice, emotional self-knowledge, self-knowledge, emotions, affectivity, philosophy of emotion, self-discovery, social identity, responsibility, Indian philosophy, self-esteem, narrative self-understanding, Alba Montes Sánchez, Alessandro Salice, emotional self-knowledge, self-knowledge, emotions, affectivity, philosophy of emotion, self-discovery, social ident…
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- 9781003310945
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- -
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Practical Business Analytics Using SAS: A Hands-on Guide
Practical Business Analytics Using SAS: A Hands-on Guide shows SAS users and businesspeople how to analyze data effectively in real-life business scenarios. The book begins with an introduction to analytics, analytical tools, and SAS programming. The authors—both SAS, statistics, analytics, and big data experts—first show how SAS is used in business, and then how to get started programmi…
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- 1
- ISBN/ISSN
- 978-1-4842-0043-8
- Collation
- XXIII, 580
- Series Title
- -
- Call Number
- 620.0021 RED p
Trends and Applications in Knowledge Discovery and Data Mining PAKDD 2015 Wo…
This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vietnam, in May 2015. The 23 revised papers presented were carefully reviewed and selected from 57 submissions. The workshops affiliated with PAKDD 2015 include: Pattern Mining and Application of Big …
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- ISBN/ISSN
- 978-3-319-25660-3
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- -
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A First Course in Random Matrix Theory for Physicists, Engineers and Data Sc…
The real world is perceived and broken down as data, models and algorithms in the eyes of physicists and engineers. Data is noisy by nature and classical statistical tools have so far been successful in dealing with relatively smaller levels of randomness. The recent emergence of Big Data and the required computing power to analyse them have rendered classical tools outdated and insufficient. T…
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- 9781108768900
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Transparency in Social Media Tools, Methods and Algorithms for Mediating Onl…
The volume presents, in a synergistic manner, significant theoretical and practical contributions in the area of social media reputation and authorship measurement, visualization, and modeling. The book justifies and proposes contributions to a future agenda for understanding the requirements for making social media authorship more transparent. Building on work presented in a previous volume of…
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- ISBN/ISSN
- 978-3-319-18552-1
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- -
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