Marcel Dix

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 19

Top Topics

Anomaly Detection

Industrial Process

Top Venues

Publications

Sasha Behrouzi, Marcel Dix, Fatemeh Karampanah, Omer Ates, Nissy Sasidharan, Swati Chandna, Binh Vu
Improving Visual Defect Detection and Localization in Industrial Thermal Images Using Autoencoders. J. Imaging 9 (7) (2023)
Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Kr Chandrika, Deepti Maduskar, Frank Ortmeier
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN (2023)
Sarthak Manas Tripathy, Ashish Chouhan, Marcel Dix, Arzam Kotriwala, Benjamin Klöpper, Ajinkya Prabhune
Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI. BigComp (2022)
Reuben Borrison, Marc Syndicus, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, Matthias Berning, Andreas Wagner, Christoph van Treeck
Comparing human and algorithmic anomaly detection for HVAC systems applications. BigDataService (2022)
Gianluca Manca, Marcel Dix, Alexander Fay
Clustering of Similar Industrial Alarm Floods. BigDataService (2022)
Marcel Dix, Ashish Chouhan, Madhushree Sinha, Akhil Singh, Suraj Bhattarai, Shweta Narkhede, Ajinkya Prabhune
An AI-based Alarm Prediction in Industrial Process Control Systems. BigComp (2022)
Ralf Gitzel, Holger Kaul, Marcel Dix
Maps of Infrared Images to Detect Equipment Faults. BigDataService (2022)
Gianluca Manca, Marcel Dix, Alexander Fay
Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations. IEEE Access 9 (2021)
Arzam Kotriwala, Benjamin Klöpper, Marcel Dix, Gayathri Gopalakrishnan, Dawid Ziobro, Andreas Potschka
XAI for Operations in the Process Industry - Applications, Theses, and Research Directions. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Marcel Dix, Reuben Borrison
Open set anomaly classification. BuildSys@SenSys (2021)
John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune
BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. BigDataService (2021)
Marcel Dix, Ashish Chouhan, Srishti Ganguly, Sripada Pradhan, Devika Saraswat, Surbhi Agrawal, Ajinkya Prabhune
Anomaly detection in the time-series data of industrial plants using neural network architectures. BigDataService (2021)
Marcel Dix
A Three-Step Machine Learning Pipeline for Detecting and Explaining Anomalies in the Time Series of Industrial Process Plants. Deep-BDB (2021)
Michael Vach, Katharina Stark, Marcel Dix, Mario Hoernicke
. ETFA (2020)
Reuben Borrison, Benjamin Klöpper, Moncef Chioua, Marcel Dix, Barbara Sprick
Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. IDEAL (1) (2018)
Benedikt Schmidt, Reuben Borrison, Andrew Cohen, Marcel Dix, Marco Gärtler, Martin Hollender, Benjamin Klöpper, Sylvia Maczey, Shunmuga Siddharthan
Industrial Virtual Assistants: Challenges and Opportunities. UbiComp/ISWC Adjunct (2018)
Sebastian Czora, Marcel Dix, Hansjörg Fromm, Benjamin Klöpper, Björn Schmitz
Mining Industrial Logs for System Level Insights. BTW (Workshops) (2017)
Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
Defining software architectures for big data enabled operator support systems. INDIN (2016)
Benjamin Klöpper, Marcel Dix, Dikshith Siddapura, Luke T. Taverne
Integrated search for heterogeneous data in process industry applications - A proof of concept. INDIN (2016)
Marcel Dix, Lennart Merkert, Zied M. Ouertani, Markus Aleksy, Reinhard Bauer
Simulation and Re-engineering of Industrial Services: A Case Study from an Industrial Equipment Manufacturer. 3PGCIC (2015)
Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix
Developing portable FPGA applications - A literature review. INDIN (2013)
Markus Aleksy, Mikko J. Rissanen, Sylvia Maczey, Marcel Dix
Wearable Computing in Industrial Service Applications. ANT/MobiWIS (2011)
Marcel Dix, Holger D. Hofman
Automated Software Robustness Testing - Static and Adaptive Test Case Design Methods. EUROMICRO (2002)