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Browsing Department of Computer Science and Information Systems by Author "Mahapatra, Tanmaya"

Browsing Department of Computer Science and Information Systems by Author "Mahapatra, Tanmaya"

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  • aFlux: Graphical flow-based data analytics 
    Mahapatra, Tanmaya (Elsevier, 2019-11)
    aFlux is a graphical flow-based programming tool designed to support the modelling of data analytics applications. It supports high-level programming of Big Data applications with early-stage flow validation and automatic ...
  • Composing high-level stream processing pipelines 
    Mahapatra, Tanmaya (Springer, 2020-09)
    The growing number of Internet of Things (IoT) devices provide a massive pool of sensing data. However, turning data into actionable insights is not a trivial task, especially in the context of IoT, where application ...
  • Enabling Agile Clinical and Translational Data Warehousing: Platform Development and Evaluation 
    Mahapatra, Tanmaya (Helmut Spengler, 2020-07)
    Modern data-driven medical research provides new insights into the development and course of diseases and enables novel methods of clinical decision support. Clinical and translational data warehouses, such as Informatics ...
  • Flow-Based Programming for Machine Learning 
    Mahapatra, Tanmaya (MDPI, 2022-02)
    Machine Learning (ML) has gained prominence and has tremendous applications in fields like medicine, biology, geography and astrophysics, to name a few. Arguably, in such areas, it is used by domain experts, who are not ...
  • Graphical Flow-based Spark Programming 
    Mahapatra, Tanmaya (Springer, 2020-01)
    Increased sensing data in the context of the Internet of Things (IoT) necessitates data analytics. It is challenging to write applications for Big Data systems due to complex, highly parallel software frameworks and systems. ...
  • Pedestrian Augmented Reality Navigator 
    Mahapatra, Tanmaya (MDPI, 2023-02)
    Navigation is often regarded as one of the most-exciting use cases for Augmented Reality (AR). Current AR Head-Mounted Displays (HMDs) are rather bulky and cumbersome to use and, therefore, do not offer a satisfactory user ...
  • Pedestrian Flow Identification and Occupancy Prediction for Indoor Areas 
    Mahapatra, Tanmaya (MDPI, 2023-04)
    Indoor localization is used to locate objects and people within buildings where outdoor tracking tools and technologies cannot provide precise results. This paper aims to improve analytics research, focusing on data collected ...

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