| A Measurement Framework at Global and Local Levels for Hybrid Organic Computing Systems [Conference] Jonas Lange, Pia Schweizer, Elia Henrichs, Luna Kaendler, Sven Tomforde, Christian Krupitzer 38th GI/ITG International Conference on Architecture of Computing Systems, 2025 [ Open Author Copy ] |
| A System Model for Flexible Multi-Objective Adaptation Planning in Hybrid Self-Adaptive and Self-Organizing Systems [Conference] Pia Schweizer 38th GI/ITG International Conference on Architecture of Computing Systems, 2025 [ Open Author Copy ] |
| Artificial intelligence for prediction of shelf-life of various food products: Recent advances and ongoing challenges [Journal] Mahdi Rashvand, Yuqiao Ren, Da-Wen Sun, Julia Senge, Christian Krupitzer, Tobi Fadiji, Marta Sanzo Miró, Alex Shenfield, Nicholas J. Watson, Hongwei Zhang Trends in Food Science & Technology, 2025 [ Link to Publication | Open Author Copy ] |
| Transforming Agricultural Waste from Mediterranean Fruits into Renewable Materials and Products with a Circular and Digital Approach [Journal] Antonella Castagna, Aouatif Aboudia, Amine Guendouz, Carmen Scieuzo, Patrizia Falabella, Julia Matthes, Markus Schmid, David Drissner, Florent Allais, Morad Chadni, Christian Cravotto, Julia Senge, Christian Krupitzer, Ilaria Canesi, Daniele Spinelli, Fadoua Drira, Hajer Ben Hlima, Slim Abdelkafi, Ioannis Konstantinou, Triantafyllos Albanis, Paraskevi Yfanti, Marilena E. Lekka, Andrea Lazzeri, Laura Aliotta, Vito Gigante, Maria-Beatrice Coltelli MDPI Materials, 2025 [ Link to Publication ] |
| A Consumer Study on the Acceptance of Digitized Packaging for Food Quality Assessment [Conference] Elia Henrichs, Julia Senge, Christian Krupitzer 58th Hawaii International Conference on System Sciences, 2025 [ Link to Publication | Open Author Copy ] |
| Understanding Consumers’ Attitudes towards a Smartphone Application to Reduce Food Waste [Conference] Julia Senge, Ellen Mielinger, Marie Catherine Wendt, Ramona Weinrich, Christian Krupitzer 58th Hawaii International Conference on System Sciences, 2025 [ Link to Publication | Open Author Copy ] |
Quantum of Trust: Overview of Blockchain Technology for Product Authentication in Food and Pharmaceutical Supply Chains [Journal] |
| Enhancing dairy processing with machine learning and domain knowledge: A combined analysis of offline and time series data [Journal] Dana Jox, Christine Borsum, Darius Hummel, Jörg Hinrichs, Christian Krupitzer Journal of Food Engineering, 2025 [ Link to Publication | Open Author Copy ] |
| A Conceptual Framework for Predictive Digital Dairy Twins: Integrating Explainable AI and Hybrid Modeling [Conference] Dana Jox, Darius Hummel, Jörg Hinrichs, Christian Krupitzer 10th International Food Operations and Processing Simulation Workshop (FoodOPS), 2024 [ Link to Publication | Open Author Copy ] |
| Towards a Hybrid Architecture for Self-Adaptive and Self-Organizing Systems [Conference] Pia Schweizer, Jonas Lange, Elia Henrichs, Sven Tomforde, Christian Krupitzer 11th Workshop on Self-Improving System Integration (SISSY) @ ACSOS 2024, 2024 [ Link to Publication | Open Author Copy ] |
| Many-Objective Centralized Adaptation Planning: Towards Hybrid Self-Adaptive and Self-Organizing Systems [Conference] Pia Schweizer 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2024 [ Link to Publication | Open Author Copy ] |
| Towards a Self-Adaptive, Real-time Monitoring System for Food Quality Assessment [Conference] Elia Henrichs, Christian Krupitzer 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2024 [ Link to Publication | Open Author Copy ] |
| Generative artificial intelligence in the agri-food value chain - overview, potential, and research challenges [Journal] Christian Krupitzer Frontiers in Food Science and Technology, 2024 [ Link to Publication | Open Author Copy ] |
| Adaptation in Edge Computing: A Review on Design Principles and Research Challenges [Journal] Fateneh Golpayegani, Nanxi Chen, Nima Afraz, Eric Gyamfi, Abdollah Malekjafarian, Dominik Schäfer, Christian Krupitzer ACM Transactions on Autonomous and Adaptive Systems, 2024 [ Link to Publication | Open Author Copy ] |
| Rethinking MAPE: Next Generation Adaptation Control for Learning Adaptive Systems [Bookchapter] Christian Krupitzer, Elia Henrichs, Christian Becker From Multimedia Communications to the Future Internet, 2024 [ Link to Publication ] |
| Reduzierung der Lebensmittelverschwendung durch Künstliche Intelligenz [Bookchapter] Elia Henrichs, Julia Senge, Christian Krupitzer Prüfstein Nachhaltigkeit, Radbruch: Food2Multimedia GmbH, 2024 |
| Security Analysis of a Decentralized, Revocable and Verifiable Attribute-Based Encryption Scheme [Conference] Thomas Prantl, Marco Lauer, Lukas Horn, Simon Engel, David Dingel, André Bauer, Christian Kruptizer, Samuel Kounev 19th International Conference on Availability, Reliability and Security (ARES), 2024 [ Link to Publication | Open Author Copy ] |
| A Crowdsensing-based Smartphone App for Optimal Food Storage and Real-Time Best-Before Dates [Conference] Julia Senge, Ellen Mielinger, Marie Catherine Wendt, Ramona Weinrich, Christian Krupitzer 44. GIL - Jahrestagung: Biodiversität fördern durch digitale Landwirtschaft, 2024 [ Link to Publication | Open Author Copy ] |
| Unleashing the Potential of Digitalization in the Agri-Food Chain for Integrated Food Systems [Journal] Anthony Stein, Christian Krupitzer Annual Review of Food Science and Technology, 2024 [ Link to Publication | Open Author Copy ] |
| Investigating the correlation of analytical data on pesticide residues in fruits and vegetables with local climatic condition [Journal] Daniel Einsiedel, Sara-Lena Welk, Nevena Zujko, Yvonne Pfeifer, Christian Krupitzer Environmental Research, 2024 [ Link to Publication | Open Author Copy ] |
| Benchmarking of Secure Group Communication schemes with focus on IoT [Journal] Thomas Prantl, André Bauer, Simon Engel, Lukas Horn, Christian Krupitzer, Lukas Iffländer, Samuel Kounev Discover Data, 2024 [ Link to Publication | Open Author Copy ] |
| Using a Machine Learning Regression Approach to Predict the Aroma Partitioning in Dairy Matrices [Journal] Marvin Anker, Christine Borsum, Youfeng Zhang, Yanyan Zhang, Christian Krupitzer MDPI Processes, 2024 [ Link to Publication | Open Author Copy ] |
| Outrage, Solidarity,Counterattack: A Content Analysis of Tweets on Two Political Scandals in Germany [Journal] Jan Dvorak Medijske studije, hrcak, 2024 [ Link to Publication | Open Author Copy ] |
| Qualitative assessment on the chances and limitations of food fraud prevention through distributed ledger technologies in the organic food supply chain [Journal] Meta Leonie Boller, Annikka Zurwehme, Christian Krupitzer Food Control, 2023 [ Link to Publication | Open Author Copy ] |
| Towards a cryptography encyclopedia: a survey on attribute-based encryption [Journal] Thomas Prantl, Timo Zeck, Lukas Horn, Lukas Iffländer, André Bauer, Alexandra Dimitrienko, Christian Krupitzer, Samuel Kounev Journal of Surveillance, Security and Safety, 2023 [ Link to Publication | Open Author Copy ] |
| De Bello Homomorphico: Investigation of the extensibility of the OpenFHE library with basic mathematical functions by means of common approaches using the example of the CKKS cryptosystem [Journal] Thomas Prantl, Lukas Horn, Simon Engel, Lukas Iffländer, Lukas Beierlieb, Christian Krupitzer, André Bauer, Mansi Sakarvadia, Ian Foster, Samuel Kounev International Journal of Information Security, 2023 [ Link to Publication | Open Author Copy ] |
| Out of the Channel, onto the Street! How the “Querdenken” Movement Organizes its Protests on Telegram – a Quantitative Network Analysis [Journal] Tobias Schrimpf, Jan Dvorak, Andreas Reich, Jens Vogelgesang M&K Medien & Kommunikationswissenschaft, 2023 [ Link to Publication | Open Author Copy ] |
| Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example [Conference] Thomas Prantl, Simon Engel, Lukas Horn, Dennis Kaiser, Lukas Iffländer, André Bauer, Christian Krupitzer, Samuel Kounev 18th International Conference on Information Security Practice and Experience, 2023 [ Link to Publication | Open Author Copy ] |
| Anticipating food structure of meat products from mastication physics applying machine learning [Journal] Dominic Oppen, Tabea Attig, Jochen Weiss, Christian Krupitzer Food Research International, 2023 [ Link to Publication | Open Author Copy ] |
| Online Monitoring of Sourdough Fermentation Using a Gas Sensor Array with Multivariate Data Analysis in Sensors [Journal] Marvin Anker, Abdolrahim Yousefi-Darani, Viktoria Zettel, Olivier Paquet-Durand, Bernd Hitzmann, Christian Krupitzer MDPI Sensors, 2023 [ Link to Publication | Open Author Copy ] |
| Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses [Journal] Veronika Lesch, Patrick Müller, Moritz Krämer, Marius Hadry, Samuel Kounev, Christian Krupitzer Applied Intelligence, 2023 [ Link to Publication | Open Author Copy ] |
| Seasonal variation in the diurnal activity pattern of Eurasian blackbirds (Turdus merula) in the forest [Journal] Xenia Schlindwein, Christoph Randler, Nadine Kalb, Jan Dvorak, Thomas K. Gottschalk Journal of Ornithology, 2023 [ Link to Publication | Open Author Copy ] |
| Prediction of Aroma Partitioning Using Machine Learning [Conference] Marvin Anker, Christian Krupitzer, Yanyan Zhang, Christine Borsum MDPI engineering proceedings, 2023 [ Link to Publication | Open Author Copy ] |
| Recommendation of secure group communication schemes using multi-objective optimization [Journal] Thomas Prantl, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev International Journal of Information Security, 2023 [ Link to Publication | Open Author Copy ] |
| A literature review of IoT and CPS - What they are, and what they are not [Journal] Veronika Lesch, Marwin Züfle, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev Journal of Systems and Software, 2023 [ Link to Publication | Open Author Copy ] |
Towards adaptive, real-time monitoring of food quality using smart sensors. [Conference] |
| Rango: An Intuitive Rule Language for Learning Classifier Systems in Cyber-Physical Systems. [Conference] Melanie Feist, Martin Breitbach, Heiko Trötsch, Christian Becker, Christian Krupitzer IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2022 [ Link to Publication | Open Author Copy ] |
| Digitale Zwillinge in der Lebensmittelversorgung: Ein Überblick über das Potenzial und die Herausforderungen von Digitalen Zwillingen für die Lebensmittelversorgung [Journal] Elia Henrichs, Christian Krupitzer Industrie 4.0 Management, 2022 [ Link to Publication | Open Author Copy ] |
| Self-Aware Optimization of Adaptation Planning Strategies [Journal] Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer ACM Transactions on Autonomous and Adaptive Systems, 2022 [ Link to Publication | Open Author Copy ] |
| Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes [Conference] Thomas Prantl, Timo Zeck, Lukas Iffländer, Lukas Beierlieb, Alexandra Dmitrenko, Christian Krupitzer, Samuel Kounev 5th Conference on Cloud and Internet of Things (CIoT), 2022 [ Link to Publication | Open Author Copy ] |
A Survey on Secure Group Communication Schemes with Focus on IoT Communication [Journal] |
CortexVR: Immersive analysis and training of cognitive executive functions of soccer players using virtual reality and machine learning [Journal] |
Digital Food Twins Combining Data Science and Food Science: System Model, Applications, and Challenges [Journal] |
| DigiFoodTwin: Digital Biophysical Twins Combined with Machine Learning for Optimizing Food Processing [Conference] Christian Krupitzer and Tanja Noack International Electronic Conference on Processes: Processes System Innovation, 2022 [ Link to Publication | Open Author Copy ] |
A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions [Journal] |
| Proactive Hybrid Learning and Optimisation in Self-adaptive Systems: The Swarm-fleet Infrastructure Scenario [Journal] Christian Krupitzer, Christian Gruhl, Bernhard Sick and Sven Tomforde Information and Software Technology, 2022 [ Link to Publication | Open Author Copy ] |
| Can a Byte Improve our Bite? An Analysis of Digital Twins in the Food Industry [Journal] Elia Henrichs, Tanja Noack, Ana María Pinzon Piedrahita, María Alejandra Salem, Johnathan Stolz and Christian Krupitzer MDPI Sensors, 2022 [ Link to Publication | Open Author Copy ] |
| ComBench: A Benchmarking Framework for Publish/Subscribe Communication Protocols Under Network Limitations [Conference] Stefan Herrnleben, Maximilian Leidinger, Veronika Lesch, Thomas Prantl, Johannes Grohmann, Christian Krupitzer and Samuel Kounev EAI International Conference on Performance Evaluation Methodologies and Tools (ValueTools), 2021 [ Link to Publication | Open Author Copy ] |
REACT-ION: A Model-Based Runtime Environment for Situation-Aware Adaptations [Journal] |
| A Case Study of Vehicle Route Optimization [Journal] Veronika Lesch, Maximilian König, Samuel Kounev and Christian Krupitzer arXiv, 2021 [ Link to Publication | Open Author Copy ] |
| A Case Study on Optimization of Platooning Coordination [Journal] Veronika Lesch, Marius Hadry, Samuel Kounev and Christian Krupitzer arXiv, 2021 [ Link to Publication | Open Author Copy ] |
| Tackling the Rich Vehicle Routing Problem with Nature-Inspired Algorithms [Journal] Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein and Christian Krupitzer Applied Intelligence, 2021 [ Link to Publication | Open Author Copy ] |
| Food Informatics - Review of the Current State-of-the-Art, Revised Definition, and Classification into the Research Landscape [Journal] Christian Krupitzer and Anthony Stein MDPI Foods, 2021 [ Link to Publication | Open Author Copy ] |
An Overview on Approaches for Coordination of Platoons [Journal] |
| Towards Simulation-Aware Meta-Optimization of Adaptation Planning Strategies [Conference] Veronika Lesch, Tanja Noack, Johannes Hefter, Samuel Kounev and Christian Krupitzer IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2021 [ Link to Publication | Open Author Copy ] |
Enhancing the Smart, Digitized Food Supply Chain through Self-Learning and Self-Adaptive Systems [Abstract] |
Performance Evaluation for Post-Quantum Public-Key Cryptosystem [Workshop] |
Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT [Conference] |
A Machine-Learning-based Workflow for Automatic Detection of Anomalies in Machine Tools [Journal] |
Utility-based Vehicle Routing Integrating User Preferences [Workshop] |
| Performance Impact Analysis of Securing MQTT Using TLS [Conference] Thomas Prantl, Lukas Iffländer, Stefan Herrnleben, Simon Engel, Samuel Kounev and Christian Krupitzer ACM/SPEC International Conference on Performance Engineering (ICPE), 2021 [ Link to Publication | Open Author Copy ] |
| Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with focus on IoT [Conference] Thomas Prantl, Peter Ten, Lukas Iffländer, Stefan Herrnleben, Alexandra Dmitrenko, Samuel Kounev and Christian Krupitzer ACM/SPEC International Conference on Performance Engineering (ICPE), 2021 [ Link to Publication | Open Author Copy ] |
Voltaire: Precise Energy-Aware Code Offloading Decisions with Machine Learning [Conference] |
| A Comparison of Mechanisms for Compensating Negative Impacts of System Integration [Journal] Veronika Lesch, Christian Krupitzer, Kevin Stubenrauch, Nico Keil, Christian Becker, Samuel Kounev, Michele Segata Future Generation Computer Systems, 2020 [ Link to Publication | Open Author Copy ] |
| An Overview of Design Patterns for Self-Adaptive Systems in the Context of the Internet of Things [Journal] Christian Krupitzer, Timur Temizer, Thomas Prantl, and Claudia Raibulet IEEE Access, 2020 [ Link to Publication | Open Author Copy ] |