Automated Software Robustness Testing - Static and Adaptive Test Case Design Methods. - Marcel Dix; Holger D. Hofman (EUROMICRO, 2002)

Wearable Computing in Industrial Service Applications. - Markus Aleksy; Mikko J. Rissanen; Sylvia Maczey; Marcel Dix (ANT/MobiWIS, 2011)

Developing portable FPGA applications - A literature review. - Benjamin Klöpper; Natalie Cranston; Markus Aleksy; Marcel Dix (INDIN, 2013)

Simulation and Re-engineering of Industrial Services: A Case Study from an Industrial Equipment Manufacturer. - Marcel Dix; Lennart Merkert; Zied M. Ouertani; Markus Aleksy; Reinhard Bauer (3PGCIC, 2015)

Defining software architectures for big data enabled operator support systems. - Benjamin Klöpper; Marcel Dix; Lukas Schorer; Ann Ampofo; Martin Atzmueller; David Arnu; Ralf Klinkenberg (INDIN, 2016)

Integrated search for heterogeneous data in process industry applications - A proof of concept. - Benjamin Klöpper; Marcel Dix; Dikshith Siddapura; Luke T. Taverne (INDIN, 2016)

Mining Industrial Logs for System Level Insights. - Sebastian Czora; Marcel Dix; Hansjörg Fromm; Benjamin Klöpper; Björn Schmitz (BTW (Workshops), 2017)

Industrial Virtual Assistants: Challenges and Opportunities. - Benedikt Schmidt; Reuben Borrison; Andrew Cohen; Marcel Dix; Marco Gärtler; Martin Hollender; Benjamin Klöpper; Sylvia Maczey; Shunmuga Siddharthan (UbiComp/ISWC Adjunct, 2018)

Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. - Reuben Borrison; Benjamin Klöpper; Moncef Chioua; Marcel Dix; Barbara Sprick (IDEAL (1), 2018)

Management of a company-wide module pool for modular plants *. - Michael Vach; Katharina Stark; Marcel Dix; Mario Hoernicke (ETFA, 2020)

XAI for Operations in the Process Industry - Applications, Theses, and Research Directions. - Arzam Kotriwala; Benjamin Klöpper; Marcel Dix; Gayathri Gopalakrishnan; Dawid Ziobro; Andreas Potschka (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Anomaly detection in the time-series data of industrial plants using neural network architectures. - Marcel Dix; Ashish Chouhan; Srishti Ganguly; Sripada Pradhan; Devika Saraswat; Surbhi Agrawal; Ajinkya Prabhune (BigDataService, 2021)

BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. - John Joy Kurian; Marcel Dix; Ido Amihai; Glenn Ceusters; Ajinkya Prabhune (BigDataService, 2021)

A Three-Step Machine Learning Pipeline for Detecting and Explaining Anomalies in the Time Series of Industrial Process Plants. - Marcel Dix (Deep-BDB, 2021)

Open set anomaly classification. - Marcel Dix; Reuben Borrison (BuildSys, 2021)

Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations. - Gianluca Manca; Marcel Dix; Alexander Fay (IEEE Access, 2021)

An AI-based Alarm Prediction in Industrial Process Control Systems. - Marcel Dix; Ashish Chouhan; Madhushree Sinha; Akhil Singh; Suraj Bhattarai; Shweta Narkhede; Ajinkya Prabhune (BigComp, 2022)

Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI. - Sarthak Manas Tripathy; Ashish Chouhan; Marcel Dix; Arzam Kotriwala; Benjamin Klöpper; Ajinkya Prabhune (BigComp, 2022)

Comparing human and algorithmic anomaly detection for HVAC systems applications. - Reuben Borrison; Marc Syndicus; André Orth; Romana Markovic; Marcel Dix; Antonio Liguori; Matthias Berning; Andreas Wagner; Christoph van Treeck (BigDataService, 2022)

Maps of Infrared Images to Detect Equipment Faults. - Ralf Gitzel; Holger Kaul; Marcel Dix (BigDataService, 2022)

Clustering of Similar Industrial Alarm Floods. - Gianluca Manca; Marcel Dix; Alexander Fay (BigDataService, 2022)

Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. - Marcel Dix; Gianluca Manca; Kenneth Chigozie Okafor; Reuben Borrison; Konstantin Kirchheim; Divyasheel Sharma; Chandrika K. R.; Deepti Maduskar; Frank Ortmeier (INDIN, 2023)

Improving Visual Defect Detection and Localization in Industrial Thermal Images Using Autoencoders. - Sasha Behrouzi; Marcel Dix; Fatemeh Karampanah; Omer Ates; Nissy Sasidharan; Swati Chandna 001; Binh Vu (J. Imaging, 2023)

Using Siamese Neural Networks for the Open Set Recognition of Anomalies Detected in Industrial Time Series Data. - Marcel Dix; Jan Jens Koltermann; Sebastian Mieck; Heiko Petersen; Sebastian Taege; Gahana Anjanappa (ETFA, 2024)

Measuring the Robustness of Supervised ML Models to Label Noise in Industrial Data. - Marcel Dix; Gianluca Manca; Alexander Fay (ICPS, 2025)