Tizian Matschak

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Machine Learning

Investment Decisions

Optical Character Recognition

Security Measures

Top Venues

CIISR@Wirtschaftsinformatik

Wirtschaftsinformatik

Publications

Tizian Matschak, Ilja Nastjuk, Laura Niedzela, Stephan Kuehnel, Simon Trang
A Process-Based Approach to Information Security Investment Evaluation: Design, Implementation, and Evaluation. AMCIS (2023)
Laura Niedzela, Stephan Kuehnel, Ilja Nastjuk, Tizian Matschak, Stefan Sackmann, Simon Trang
A Qualitative Study on Acceptance Factors of Economic Approaches on IT Security Investment Decisions. AMCIS (2023)
Aycan Aslan, Tizian Matschak, Maike Greve, Simon Trang, Lutz M. Kolbe
At What Price? Exploring the Potential and Challenges of Differentially Private Machine Learning for Healthcare. HICSS (2023)
Theresa Pfaff, Ilja Nastjuk, Tizian Matschak
Applying Dispositional, Situational, and Organizational Risk Propensity to Technology Threat Avoidance Theory - A tripartite View. ECIS (2023)
Gilbert Georg Hövel, Tizian Matschak
How to Foster Compliance in Non-Integrated IT-Landscapes? The Case of Manual Medical Data Transfers. CIISR@Wirtschaftsinformatik (2023)
Tizian Matschak, Theresa Pfaff
The Role of Situational Risk Propensity in Technology Threat Avoidance Behavior. Wirtschaftsinformatik (2022)
Laura Niedzela, Leonard Nake, Tizian Matschak
Categories of Approaches for IT Security Investment Decisions: A systematic literature review. Wirtschaftsinformatik (2022)
Tizian Matschak, Simon Trang, Christoph Prinz
A Taxonomy of Machine Learning-based Fraud Detection Systems. ECIS (2022)
Tizian Matschak, Florian Rampold, Malte Hellmeier, Christoph Prinz, Simon Trang
A Digitization Pipeline for Mixed-Typed Documents Using Machine Learning and Optical Character Recognition. DESRIST (2022)
Tizian Matschak, Christoph Prinz, Florian Rampold, Simon Trang
Show Me Your Claims and I'll Tell You Your Offenses: Machine Learning-Based Decision Support for Fraud Detection on Medical Claim Data. HICSS (2022)
Stephan Kühnel, Stefan Sackmann, Simon Trang, Ilja Nastjuk, Tizian Matschak, Laura Niedzela, Leonard Nake
Towards a Business Process-based Economic Evaluation and Selection of IT Security Measures. CIISR@Wirtschaftsinformatik (2021)
Tizian Matschak, Christoph Prinz, Kristin Masuch, Simon Trang
Healthcare in Fraudster's Crosshairs: Designing, Implementing and Evaluating a Machine Learning Approach for Anomaly Detection on Medical Prescription Claim Data. PACIS (2021)