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Digital ECG data analysis is a trending concept in the field where applied computer science and medicine coincide. Therefore, in order to meet the requirements that arise, our R&D team has created an environment where developers can test different approaches in data processing. To assist the objective, the platform offers a number of features with the following main target goals: 1) to increase...
Biomedical time-series analysis deals with detection, classification and prediction of subjects' states and disorders. In this paper, we present requirements and scenarios of use for a novel web platform designed to analyze multivariate heterogeneous biomedical time-series. The scenarios of use are described with the corresponding UML Use Case Diagrams. We also discuss some architectural and technological...
There is a persistent quest for novel methods of visualization in order to get insight into complex phenomena in variety of scientific domains. Researchers, ex. VTK team, achieved excellent results; however, some problems connected with implementation of new techniques and quality of the final images still persist. Results of inspection of number of visualization styles of 3D vector field employing...
Data Mining is the process of identifying new patterns, insights in data and knowledge discovery, and is at the intersection of multiple research areas, including Machine Learning, Statistics, Pattern Recognition, Databases, and Visualization. With the maturity of databases and constant improvements in computational speed, data mining algorithms that were too expensive to execute are now within reach...
Software who is being developed for more than a year, is categorized in the group of large projects, and is entering the area of critical and risky in terms of their successful completion. Because of those reasons, they require constant monitoring by the software manager. In order to perform adequate monitoring of developed solution and its projects, there are a number of software metrics that provide...
Cloud Computing enables flexible resource provisions that has become hugely popular for many businesses to take advantage of responding quickly to new demands from customers. Many cloud providers follow recent trends in cloud application development, and offer federation capabilities at the platform level, thus creating Platform-as-a-Service solutions. There is a growing number of providers offering...
Because of various reasons: cuts in financing, students massive participation in full-time work, rapidly improving technological possibilities etc. the university education is massively moving online and direct classroom contact of teachers with students is replaced with computer network mediated communication, where features of educational processes should be extracted by analyzing data created in...
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