Prof. Dr. habil. Benjamin Fabian
Hintergrund
2002 – 2003 Security Analyst in einem Network Security Operations Center (Big Data).
2008 – 2011 Projektleiter für die Humboldt-Universität zu Berlin (HU Berlin) im BMBF-Verbundprojekt Aletheia: Semantische Föderation umfassender Produktinformationen.
2015 – 2019 Hasso-Plattner-Institut & FutureSOC Lab Computing Grant “Analyzing a Global-Scale Internet Graph at Different Topology Levels”: SAP Hana & Cluster Infrastructure Grant.
2016-2021 Professor für Data Science und Business Intelligence an der Hochschule für Telekommunikation Leipzig (HfTL & Dt. Telekom).
Ich biete mit Bezug zu KI:
Technologien/Verfahren
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Semantische Technologien
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Machine Learning
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Deep Learning
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(Social) Network Analytics
Anwendungsbereiche
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Ethik von KI
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Predictive Analytics
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Wissensmanagement
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Business Intelligence
Ausgewählte Projekte - Publikationen – Präsentationen
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Lea Rothenberger, Benjamin Fabian, Elmar Arunov: Relevance of Ethical Guidelines for Artificial Intelligence – A Survey and Evaluation. European Conference on Information Systems (ECIS 2019).
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Johannes Haupt, Benedict Bender, Benjamin Fabian, Stefan Lessmann: Robust Identification of E-Mail Tracking: A Machine Learning Approach. European Journal of Operational Research (EJOR), Volume 271, Issue 1, 16 November 2018, pp. 341-356.
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Benjamin Fabian, Steffen Kunz, Sebastian Müller, Oliver Günther: Secure Federation of Semantic Information Services. Decision Support Systems, Special Issue on "Data, Information and Analytics as Services", Decision Support Systems 55 (2013), pp. 385-398.
- Projekt: Ethical Guidelines for Artificial Intelligence
- Projekt: Machine Learning for Privacy (Tracking Detection, Privacy Policies)
- Projekt: Large-Scale Graph Analytics (Internet, Bitcoin)