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Towards Autonomous Robotic Systems 16th Annual Conference, TAROS 2015, Liver…
This book constitutes the refereed proceedings of the 16th Annual Conference on Towards Autonomous Robotics, TAROS 2015, held in Liverpool UK, in September 2015. The 16 revised full papers presented together with 18 short papers were carefully reviewed and selected from 59 submissions. The overall program covers various aspects of robotics, including navigation, planning, sensing and perceptio…
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- 978-3-319-22416-9
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Data Mining :The Textbook
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until…
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- ISBN/ISSN
- 9783319141428
- Collation
- xxix, 734 pages
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- -
- Call Number
- 006.312
Data Mining with SPSS Modeler Theory, Exercises and Solutions
Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with…
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- 9783030543389
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- 1285 pages
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- -
- Call Number
- 006.312
Thinking Ahead - Essays on Big Data, Digital Revolution, and Participatory Ma…
The rapidly progressing digital revolution is now touching the foundations of the governance of societal structures. Humans are on the verge of evolving from consumers to prosumers, and old, entrenched theories – in particular sociological and economic ones – are falling prey to these rapid developments. The original assumptions on which they are based are being questioned. Each year we pro…
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- 978-3-319-15078-9
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Data Preprocessing in Data Mining
Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken from the source will likely have inconsistencies, errors or most importantly, it is not ready to be considered for a data mining process. Furthermore, the increasing amount of data in recent science, industry and business applications, ca…
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- ISBN/ISSN
- 9783319102467
- Collation
- xv, 320 pages : illustrations ; 25 cm.
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- 006.312
Data Science, Learning by Latent Structures, and Knowledge Discovery
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering, and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The…
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- ISBN/ISSN
- 9783662449837
- Collation
- xxii, 560 pages
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- -
- Call Number
- 006.312
The Value of Social Media for Predicting Stock Returns Preconditions, Instru…
Michael Nofer examines whether and to what extent Social Media can be used to predict stock returns. Market-relevant information is available on various platforms on the Internet, which largely consist of user generated content. For instance, emotions can be extracted in order to identify the investors' risk appetite and in turn the willingness to invest in stocks. Discussion forums also provid…
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- 978-3-658-09508-6
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Operators for Similarity Search
This book provides a comprehensive tutorial on similarity operators. The authors systematically survey the set of similarity operators, primarily focusing on their semantics, while also touching upon mechanisms for processing them effectively. The book starts off by providing introductory material on similarity search systems, highlighting the central role of similarity operators in such sys…
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- 1
- ISBN/ISSN
- 2191-5768
- Collation
- XI, 115
- Series Title
- SpringerBriefs in Computer Science
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- -
Open and Big Data Management and Innovation:14th IFIP WG 6.11 Conference on e…
This book constitutes the refereed conference proceedings of the 14th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2015, held in Delft, The Netherlands, in October 2015. The 40 revised full papers presented together with 1 keynote panel were carefully reviewed and selected from 65 submissions. They are organized in the following topical sections: adoption; big and open …
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- 1
- ISBN/ISSN
- 978-3-319-25012-0
- Collation
- XIV, 514
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- Theoretical Computer Science and General Issues
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- -
Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal …
The main benefit of the book is that it explores available methodologies for both conducting in-situ measurements and adequately exploring the results, based on a case study that illustrates the benefits and difficulties of concurrent methodologies. The case study corresponds to a set of 25 social housing dwellings where an extensive in situ measurement campaign was conducted. The dwellings …
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- Ed. 1
- ISBN/ISSN
- 978-3-319-22294-3
- Collation
- X, 48
- Series Title
- SpringerBriefs in Applied Sciences and Technology
- Call Number
- 690 RAM a
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