Now showing items 16-19 of 19

    Semantic metadata for supporting exploratory OLAP 

    Varga, Jovan (Date of defense: 2017-01-24)

    On-Line Analytical Processing (OLAP) is an approach widely used for data analysis. OLAP is based on the multidimensional (MD) data model where factual data are related to their analytical perspectives called dimensions and ...

    Statistical normalisation of network propagation methods for computational biology 

    Picart Armada, Sergio (Date of defense: 2020-07-23)

    The advent of high-throughput technologies and their decreasing cost have fostered the creation of a rich ecosystem of public database resources. In an era of affordable data acquisition, the core challenge has shifted to ...

    Storage format selection and optimization for materialized intermediate results in data-intensive flows 

    Munir, Rana Faisal (Date of defense: 2019-12-05)

    Modern organizations produce and collect large volumes of data, that need to be processed repeatedly and quickly for gaining business insights. For such processing, typically, Data-intensive Flows (DIFs) are deployed on ...

    Temporal graph mining and distributed processing 

    Kumar, Rohit, 1986- (Date of defense: 2018-06-27)

    With the recent growth of social media platforms and the human desire to interact with the digital world a lot of human-human and human-device interaction data is getting generated every second. With the boom of the Internet ...