Prof. Dr. Dieter Joenssen

Digitalization:

• Digitalization & Industry 4.0
• Digitalization of business models
• Business process automation

Data analytics:

• Data analysis
• Predictive analytics
• data mining

Optimization:

• Quantitative Business Planning 1 & 2
• Operations Research 1 & 2

Modeling:

• Methods of AI
• Forecasting
• Machine Learning

Data management:

• Databases, databanks / data transformation / CAx
• Big Data

Application:

• Project seminar
• Applied Machine Learning

Statistics and systematic decision-making:

• Descriptive Statistics & Stochastics
• Inductive statistics
• Data Analytics
• Decision Theory

Specialization in product data:

• Product data management
• Active variant design in product data management
• Laboratory / lab product data management

Financial management:

• Financing, funding / investment calculation
• Crowdfunding

HotDeckImputation (Since 12.08.2013). Hot-Deck-Methods are mainly used by statistics agencies to increase data quality. This software package provides new and historically important imputation methods. Version 1.0.0. CRAN.R-project.org/package=HotDeckImputation.

BenfordTests (Since 16.04.2013). Benford's Law is used in forensic accounting and fiscal authorities to identify fraud. This software package contains seven statistical tests and one graphical method, which are used for fraud detection. Version 1.2.0. CRAN.R-project.org/package=BenfordTests.

Promotion topics are available on request and in personal conversation.

mailto:dieter.joenssen[at]hs-aalen.de

Final theses in the Department / Division are topics with a high degree of academic relevance and novelty value. Metadata of the final theses are always deposited in the university publication server of Aalen University of Applied Sciences -OPUS-. If the work is good, there is the potential that it will be published to the first journal of the Aalen University of Applied Sciences -Aalener Beiträge zu Komplexen Systemen-. General conditions to be observed when working on the topic will be discussed when the topic is assigned. Application for the topics can be made via the e-mail address provided.

Topics can be

• be assigned in abbreviated form as a Bachelor's thesis or in full as a Master's thesis
• be written in German or English.
• be written in collaboration, cooperation with companies.