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Web Reasoning and Rule Systems 9th International Conference, RR 2015, Berlin…
This book constitutes the refereed proceedings of the 9th International Conference on Web Reasoning and Rule Systems, RR 2015, held in Berlin, Germany, in August 2015. The 5 full papers, 4 technical communications presented together with 4 invited talks were carefully reviewed and selected from 16 submissions. The scale and the heterogenous nature of web data poses many challenges, and turns ba…
- Edition
- -
- ISBN/ISSN
- 978-3-319-22002-4
- Collation
- XVII, 131
- Series Title
- -
- Call Number
- -
Recommendation and Search in Social Networks
This edited volume offers a clear in-depth overview of research covering a variety of issues in social search and recommendation systems. Within the broader context of social network analysis it focuses on important and up-coming topics such as real-time event data collection, frequent-sharing pattern mining, improvement of computer-mediated communication, social tagging information, search sys…
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- ISBN/ISSN
- 978-3-319-14379-8
- Collation
- -
- Series Title
- -
- Call Number
- 511.5
Feature Selection for High-Dimensional Data
This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data. The authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experi…
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- ISBN/ISSN
- 978-3-319-21858-8
- Collation
- -
- Series Title
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- Call Number
- XV, 147
Agents and Data Mining Interaction: 10th International Workshop, ADMI 2014, P…
This book constitutes the thoroughly refereed and revised selected papers from the 10th International Workshop on Agents and Data Mining Interactions, ADMI 2014, held in Paris, France, in May 2014 as satellite workshop of AAMAS 2014, the 13th International Conference on Autonomous Agents and Multiagent Systems. The 11 papers presented were carefully reviewed and selected from numerous submis…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-20230-3
- Collation
- XI, 125
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 006.3 AGE a
Agents and Artificial Intelligence: 6th International Conference, ICAART 2014…
This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Agents and Artificial Intelligence, ICAART 2014, held in Angers, France, in March 2014. The 21 revised full papers presented together with one invited paper were carefully reviewed and selected from 225 submissions. The papers are organized in two topical sections on agents and on a…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-25210-0
- Collation
- XIX, 379
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 006.3 AGE a
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…
- Edition
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- ISBN/ISSN
- 978-3-319-24211-8
- Collation
- 59 b/w illustrations, 101 illustrations in colour
- Series Title
- -
- Call Number
- -
Understanding Complex Urban Systems Integrating Multidisciplinary Data in Ur…
This book is devoted to the modeling and understanding of complex urban systems. This second volume of Understanding Complex Urban Systems focuses on the challenges of the modeling tools, concerning, e.g., the quality and quantity of data and the selection of an appropriate modeling approach. It is meant to support urban decision-makers—including municipal politicians, spatial planners, and c…
- Edition
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- ISBN/ISSN
- 978-3-319-30178-5
- Collation
- 11 b/w illustrations, 11 illustrations in colour
- Series Title
- -
- Call Number
- -
Neural Information Processing:22nd International Conference, ICONIP 2015, Nov…
The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithm…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-26560-5
- Collation
- XVII, 702
- Series Title
- Theoretical Computer Science and General Issues
- Call Number
- -
Advances in Knowledge Management: Celebrating Twenty Years of Research and Pr…
This book celebrates the past, present and future of knowledge management. It brings a timely review of two decades of the accumulated history of knowledge management. By tracking its origin and conceptual development, this review contributes to the improved understanding of the field and helps to assess the unresolved questions and open issues. For practitioners, the book provides a clear e…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-09501-1
- Collation
- XII, 219
- Series Title
- Knowledge Management and Organizational Learning
- Call Number
- 005.7 ADV a
Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference…
This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social med…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-18038-0
- Collation
- XXX, 763
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 006.3 ADV a
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