Scalable Uncertainty Management

2011-10-07
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Salem Benferhat
  • Publisher: Springer
  • ISBN: 3642239633
  • Category : Computers
  • Languages : en
  • Pages : 562

This book constitutes the refereed proceedings of the 5th International Conference on Scalable Uncertainty Management, SUM 2011, held in Dayton, OH, USA, in October 2011. The 32 revised full papers and 3 revised short papers presented together with the abstracts of 2 invited talks and 6 “discussant” contributions were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on argumentation systems, probabilistic inference, dynamic of beliefs, information retrieval and databases, ontologies, possibility theory and classification, logic programming, and applications.

Scalable Uncertainty Management

2018-09-24
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Davide Ciucci
  • Publisher: Springer
  • ISBN: 3030004619
  • Category : Computers
  • Languages : en
  • Pages : 413

This book constitutes the refereed proceedings of the 12th International Conference on Scalable Uncertainty Management, SUM 2018, which was held in Milan, Italy, in October 2018. The 23 full, 6 short papers and 2 tutorials presented in this volume were carefully reviewed and selected from 37 submissions. The conference is dedicated to the management of large amounts of complex, uncertain, incomplete, or inconsistent information. New approaches have been developed on imprecise probabilities, fuzzy set theory, rough set theory, ordinal uncertainty representations, or even purely qualitative models.

Scalable Uncertainty Management

2016-08-29
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Steven Schockaert
  • Publisher: Springer
  • ISBN: 3319458566
  • Category : Computers
  • Languages : en
  • Pages : 361

This book constitutes the refereed proceedings of the 10th International Conference on Scalable Uncertainty Management, SUM 2016, held in Nice, France, in September 2016. The 18 regular papers and 5 short papers were carefully reviewed and selected from 35 submissions. Papers are solicited in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include (but are not restricted to) applications in decision support systems, risk analysis, machine learning, belief networks, logics of uncertainty, belief revision and update, argumentation, negotiation technologies, semantic web applications, search engines, ontology systems, information fusion, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

Scalable Uncertainty Management

2013-09-10
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Weiru Liu
  • Publisher: Springer
  • ISBN: 3642403816
  • Category : Computers
  • Languages : en
  • Pages : 387

This book constitutes the refereed proceedings of the 7th International Conference on Scalable Uncertainty Management, SUM 2013, held in Washington, DC, USA, in September 2013. The 26 revised full papers and 3 revised short papers were carefully reviewed and selected from 57 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

Scalable Uncertainty Management

2009-08-29
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Lluis Godo
  • Publisher: Springer
  • ISBN: 3642043887
  • Category : Computers
  • Languages : en
  • Pages : 309

This volume contains the papers presented at the Third International Conference on Scalable Uncertainty Management, SUM 2009, in Washington, DC, September 28-30, 2009. It contains 21 technical papers which were selected out of 30 submitted papers in a rigourous reviewing process. The volume also contains extended abstracts of two invited talks. The volume reflects the growing interest in uncertainty and incosistency and aims at bringing together all those interested in the management of uncertainty and inconsistency at large.

Scalable Uncertainty Management

2020-09-16
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Jesse Davis
  • Publisher: Springer Nature
  • ISBN: 3030584496
  • Category : Computers
  • Languages : en
  • Pages : 305

This book constitutes the refereed proceedings of the 14th International Conference on Scalable Uncertainty Management, SUM 2020, which was held in Bozen-Bolzano, Italy, in September 2020. The 12 full, 7 short papers presented in this volume were carefully reviewed and selected from 30 submissions. Besides that, the book also contains 2 abstracts of invited talks, 2 tutorial papers, and 2 PhD track papers. The conference aims to gather researchers with a common interest in managing and analyzing imperfect information from a wide range of fields, such as artificial intelligence and machine learning, databases, information retrieval and data mining, the semantic web and risk analysis. Due to the Corona pandemic SUM 2020 was held as an virtual event.

Scalable Uncertainty Management

2019-12-02
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Nahla Ben Amor
  • Publisher: Springer Nature
  • ISBN: 3030355144
  • Category : Computers
  • Languages : en
  • Pages : 462

This book constitutes the refereed proceedings of the 13th International Conference on Scalable Uncertainty Management, SUM 2019, which was held in Compiègne, France, in December 2019. The 25 full, 4 short, 4 tutorial, 2 invited keynote papers presented in this volume were carefully reviewed and selected from 44 submissions. The conference is dedicated to the management of large amounts of complex, uncertain, incomplete, or inconsistent information. New approaches have been developed on imprecise probabilities, fuzzy set theory, rough set theory, ordinal uncertainty representations, or even purely qualitative models.

Scalable Uncertainty Management

2017-09-20
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Serafín Moral
  • Publisher: Springer
  • ISBN: 3319675826
  • Category : Computers
  • Languages : en
  • Pages : 438

This book constitutes the refereed proceedings of the 11th International Conference on Scalable Uncertainty Management, SUM 2017, which was held in Granada, Spain, in October 2017. The 24 full and 6 short papers presented in this volume were carefully reviewed and selected from 35 submissions. The book also contains 3 invited papers. Managing uncertainty and inconsistency has been extensively explored in Artificial Intelligence over a number of years. Now, with the advent of massive amounts of data and knowledge from distributed, heterogeneous, and potentially conflicting sources, there is interest in developing and applying formalisms for uncertainty and inconsistency in systems that need to better manage this data and knowledge. The International Conference on Scalable Uncertainty (SUM) aims to provide a forum for researchers who are working on uncertainty management, in different communities and with different uncertainty models, to meet and exchange ideas.

Scalable Uncertainty Management

2008-09-19
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Sergio Greco
  • Publisher: Springer Science & Business Media
  • ISBN: 3540879927
  • Category : Computers
  • Languages : en
  • Pages : 411

This book constitutes the refereed proceedings of the Second International Conference on Scalable Uncertainty Management, SUM 2008, held in Naples, Italy, in Oktober 2008. The 27 revised full papers presented together with the extended abstracts of 3 invited talks/tutorials were carefully reviewed and selected from 42 submissions. The papers address artificial intelligence researchers, database researchers, and practitioners to demonstrate theoretical techniques required to manage the uncertainty that arises in large scale real world applications and to cope with large volumes of uncertainty and inconsistency in databases, the Web, the semantic Web, and artificial intelligence in general.

Scalable Uncertainty Management

2014-09-08
Scalable Uncertainty Management

PDF Scalable Uncertainty Management Download

  • Author: Umberto Straccia
  • Publisher: Springer
  • ISBN: 3319115081
  • Category : Computers
  • Languages : en
  • Pages : 322

This book constitutes the refereed proceedings of the 8th International Conference on Scalable Uncertainty Management, SUM 2014, held in Oxford, UK, in September 2014. The 20 revised full papers and 6 revised short papers were carefully reviewed and selected from 47 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.