Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy 🔍
Sergei Koltcov,Vera Ignatenko, Zeyd Boukhers, Steffen Staab MDPI, LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI, 1st ed. 2016, Cham, Cham, 2016
英语 [en] · PDF · 1.4MB · 2016 · 📘 非小说类图书 · 🚀/lgli/zlib · Save
描述
The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016.  The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections:  Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics. Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments.
备用文件名
zlib/no-category/Sergei Koltcov,Vera Ignatenko, Zeyd Boukhers, Steffen Staab/Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy_5425784.pdf
备选标题
Advances in computational intelligence : 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23-28, 2016, Proceedings. Part I
备选标题
Advances in computational intelligence. Part I 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23-28, 2016, Proceedings
备选标题
Internet Science: Third International Conference, INSCI 2016, Florence, Italy, September 12-14, 2016, Proceedings (Lecture Notes in Computer Science Book 9934)
备选作者
Franco Bagnoli; Anna Satsiou; Ioannis Stavrakakis; Paolo Nesi; Giovanna Pacini; Yanina Welp; Thanassis Tiropanis; Dominic DiFranzo
备选作者
Mexican International Conference on Artificial Intelligence
备选作者
Grigori Sidorov; Oscar Herrera Alcántara
备选作者
Franco Bagnoli; INSCI; et al
备选作者
INSCI (Conference)
备选作者
Matt Bishop
备用出版商
Springer International Publishing : Imprint Springer, Springer International Publishing, Imprint Springer
备用出版商
Springer Nature Switzerland AG
备用版本
Lecture notes in computer science, 10061, 1st ed. 2017, Cham, 2017
备用版本
Lecture notes in computer science, 10061, Cham, Switzerland, 2017
备用版本
Lecture notes in computer science, 9934, Cham, 2016
备用版本
Springer Nature, Cham, 2016
备用版本
Springer Nature, Cham, 2017
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Switzerland, Switzerland
备用版本
2, 20170802
备用描述
This volume contains the papers presented at INSCI 2016, the Third International Conference on Internet Science, held on September 12-14, 2016 in Florence. This conference brought together researchers from across the world to help further develop the emerging discipline of Internet Science. Internet Science is an interdisciplinary field that explores the sociotechnical nature of the Internet through the lenses of Computer Science, Sociology, Art, Mathematics, Physics, Complex Systems Analysis, Psychology, Economics, Law, Political Sciences, and more. Internet Science aims to bridge these different views and theories, in order to create a more holistic understanding of the Internet and its impact on society. In particular, Internet Science asks crucial questions like: How do people behave in the Internet? Are they changing their lifestyle and how? Can the Internet promote sustainability, cooperation, and collective intelligence? Can it support open democracy and policy making? How can the awareness of possibilities and dangers of the Internet be promoted? What about topics like intellectual property, privacy, reputation, and participation? What are the juridical aspects of the Internet? What about arts and humanities in general? This conference was built on the success of on the First International Conference on Internet Science, which was held on April 9-11, 2013 and the Second International Conference on Internet Science -Societies, Governance, and Innovation" on May 27-29, 2015, which both took place in Brussels, Belgium organized by the FP7 European Network of Excellence in Internet Science - EINS project, with the support of the European Commission. The organizers of the Third International Conference on Internet Science wish to thank their organizing partners (The University of Bologna, The Centre for Research and Technology Hellas, The University of Florence, and The University of Southampton) for their help and support. We would like to thank the %Collective Awareness Platforms for Sustainability and Social Innovation% (CAPS) initiative for their support of this conference. The CAPS initiative aims at designing and piloting online platforms creating awareness of sustainability problems and offering collaborative solutions based on networks (of people, of ideas, of sensors), enabling new forms of social innovation. The theme of the Third International Conference on Internet Science was %Openness, Collaboration and Collective Action%. This theme aimed to further explore how the Internet can act as a sociotechnical layer to allow people to collaborate and coordinate in open and heterogeneous ways. This theme was further realized by a number of thematic topics: - Collective Awareness and Crowsourcing platforms - Collaboration, Privacy, and Conformity in Virtual/Social Environments - Internet Interoperability, Freedom, and Data Analysis - Smart Cities and Sociotechnical Systems
备用描述
This book constitutes the proceedings of the Third International Conference on Internet Science held in Florence, Italy, in September 2016. The 25 papers presented were carefully reviewed and selected for inclusion in this volume. They were organized in topical sections named: collective awareness and crowdsourcing platforms ̧ collaboration, privacy and conformity in virtual/social environments; internet interoperability, freedom and data analysis; smart cities and sociotechnical systems.
开源日期
2020-03-31
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