Graphinius - A Web based graph exploration and analysis platform - Malle, Bernd
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Graphs are a fundamental tool of mathematics and can be applied to a very diverse field of modern scientific areas: network routing, social network & community analysis, image processing, even Anonymization of patient data or fraud detection via belief propagation networks. A relatively novel addition to that spectrum is the emerging field of computational biology, in which we can find protein-protein interaction networks, metabolics, or connectome graphs. Since Biologists, Medical professionals or Privacy researchers are usually no tech experts, an intuitive, GUI-based research platform could…mehr

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Produktbeschreibung
Graphs are a fundamental tool of mathematics and can be applied to a very diverse field of modern scientific areas: network routing, social network & community analysis, image processing, even Anonymization of patient data or fraud detection via belief propagation networks. A relatively novel addition to that spectrum is the emerging field of computational biology, in which we can find protein-protein interaction networks, metabolics, or connectome graphs. Since Biologists, Medical professionals or Privacy researchers are usually no tech experts, an intuitive, GUI-based research platform could facilitate rapid experimental iterations. Graphinius aims to be such a Web-based, graph theoretical platform offering real-time in-browser computations as well as tightly integrated visualization, interaction, and manipulation of graphs.
Autorenporträt
Bernd received his BSc. and MSc. from Graz University of Technology (TU Graz) in Software Engineering and Business Administration. He is currently pursuing his PhD in Computer Science with a focus on graph theory and Privacy-aware Machine Learning. He is employed as a full-time researcher at Secure Business Austria (SBA Research) in Vienna.