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Special Issue "Smart Decision-Making: New Paths"

A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Intelligent Sensors".

Deadline for manuscript submissions: closed (21 July 2019).

Special Issue Editors

Dr. Tiago Oliveira
Website
Guest Editor
National Institute of Informatics, Tokyo, Japan
Interests: Knowledge Representation and Ontologies; Logic Programming; Data Mining and Machine Learning; Bayesian Networks; Argumentation Frameworks; Decision Support Systems
Special Issues and Collections in MDPI journals
Prof. Dr. Paulo Novais
Website
Guest Editor
Professor at the Department of Informatics, in the School of Engineering of the University of Minho (Portugal) and researcher at the ALGORITMI Centre in which he is the Leader of the research group ISlab (Synthetic Intelligence group)
Interests: Artificial Intelligence, Intelligent Systems, Machine Learning Ambient Intelligence, Behavioural Analysis and Decision
Special Issues and Collections in MDPI journals
Dr. Luke Wallace
Website SciProfiles
Guest Editor
School of Science, Geospatial Science, RMIT University, Australia
Interests: 3D remote sensing; remote sensing of forested environments; laser scanning; vegetation structure; wildfire
Special Issues and Collections in MDPI journals

Special Issue Information

Dear Colleagues,

Advances in pervasive sensing technology have led to the development of sensor networks that can be seamlessly integrated into the living environment without interfering with daily life. The domains of actuation of these sensor networks are diverse, including robotics, health care, wellness applications, environmental management, disaster prevention, energy management, process control, and so forth. The collection of substantial amounts of data in these domains, from heterogeneous sources, has the potential to change them and improve the outcomes of the activities developed within them. However, the extraction of useful knowledge from these data, which in many cases can be considered big data, faces important challenges, such as dealing with corrupted sensor readings, data reduction, and the need for expensive human intervention, among others. The challenge in transforming the valuable insights provided by the data analytics process into decision models capable of refining the decision-making process also presents difficulties. Additionally, the way in which an agent actuates in the environment, based on the outcomes provided by the decision models, must also respect the nuances and constraints imposed by the domain.

In this context, this Special Issue on “Smart Decision-making: New Paths” invites authors to submit their novel and original works on data collection and analytics strongly tied to the development of decision models that enhance the intervention of agents in the domain. Works presenting mechanisms for belief-revision and adaption based on data are also welcome and within the scope of the Special Issue. Topics of interest include but are not limited to:

  • Multisensor data fusion;
  • Data-analytics;
  • Self-adapting systems;
  • Belief-revision;
  • Decision making frameworks;
  • Problem solving with incomplete information;
  • Default reasoning;
  • Argumentation;
  • Semantic models and ontologies for dynamic environments;
  • Models of trust and reputation;
  • Reasoning under uncertainty;
  • Fault-tolerant architectures;
  • Applications (reasoning techniques in dynamic environments such as a medical setting, energy management, process control, ambient intelligence, ambient assisted living, etc.);

Dr. Tiago Oliveira
Prof. Dr. Paulo Novais
Prof. Dr. Luke Wallace
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Sensors is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • data fusion
  • data analytics
  • decision making
  • uncertainty
  • dynamic environments

Published Papers

There is no accepted submissions to this special issue at this moment.
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