Building Occupancy Classification from Indirect Sensing with Heterogeneous Datasets

Author(s):  
Georgiana Cretu ◽  
Iulia Stamatescu ◽  
Grigore Stamatescu
Author(s):  
E. D. Avedyan ◽  
I. V. Voronkov

Summary: the article proposes new software platform for automating the processes of preprocessing and marking up datasets with the aim of further solving analytical problems such as image classification and processing textual and parametric information using neural network technologies. The software platform uses modern technologies and combines a large number of methods in the form of a modular platform, which can be supplemented as the tasks of analytical data processing become more complicated. The need to develop such a software platform is dictated primarily by the fact that, given the current level of data volume growth, the actual transition to deep data analytics remains unattainable without such software platforms, since confidentiality, access to information and the use of external data processing resources are required.


2017 ◽  
Vol 77 (7) ◽  
pp. 8163-8193 ◽  
Author(s):  
Carolina Reta ◽  
Ismael Solis-Moreno ◽  
Jose A. Cantoral-Ceballos ◽  
Rogelio Alvarez-Vargas ◽  
Paul Townend

Author(s):  
Akhil Gurram ◽  
Onay Urfalioglu ◽  
Ibrahim Halfaoui ◽  
Fahd Bouzaraa ◽  
Antonio M. Lopez

Author(s):  
Sharif Islam

The European Loans and Visits System (ELViS) is an e-service in development designed to improve access to natural history collections across Europe. Bringing together heterogeneous datasets about institutions, people, collections and specimens, ELViS will provide an e-service (with application programming interfaces (APIs) and portal) that handles various stages of collections-based research. One of the main functionalities of ELViS is to facilitate loan and visit requests related to collections. To facilitate activities such as searching for collections, requesting loans, generating reports on collection usage, and ensuring interoperability with existing and new systems and services, ELViS must use a standard way of describing collections. In this talk, I show how ELViS can use the Collection Descriptions (CD) standard currently being developed by the CD Task Group at TDWG. I will provide a brief introduction to ELViS, summarise the current development efforts, and show how the Collection Description standard can support specific user requirements (gathered via an extensive set of user stories). I will also provide insight into the data elements within ELViS (see Fig. 1) and how they relate to the Collection Description data model.


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