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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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- 978-3-319-24211-8
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A Hands-On Introduction to Data Science
This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented wi…
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- 9781108560412
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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
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- XVI, 496
- Series Title
- IFIP Advances in Information and Communication Technology
- Call Number
- 006.3 ART a
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
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- 978-1-4842-0043-8
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- XXIII, 580
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- 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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- 978-3-319-25660-3
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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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- 978-3-319-18552-1
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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXII
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connecte…
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- ISBN/ISSN
- 978-3-662-48567-5
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Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selecte…
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connecte…
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- ISBN/ISSN
- 978-3-662-47804-2
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Transactions on Large-Scale Data- and Knowledge-Centered Systems XVIII Speci…
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connecte…
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- ISBN/ISSN
- 978-3-662-46485-4
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