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ORCIDMarcel Dix
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2020 – today
- 2024
[c22]Marcel Dix, Jan Jens Koltermann, Sebastian Mieck, Heiko Petersen, Sebastian Taege, Gahana Anjanappa:
Using Siamese Neural Networks for the Open Set Recognition of Anomalies Detected in Industrial Time Series Data. ETFA 2024: 1-8- 2023
- [j2]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): 137 (2023) - [c21]Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier:
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN 2023: 1-8 - 2022
- [c20]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: 226-233 - [c19]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: 242-245 - [c18]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: 155-160 - [c17]Gianluca Manca, Marcel Dix, Alexander Fay:
Clustering of Similar Industrial Alarm Floods. BigDataService 2022: 161-166 - [c16]Ralf Gitzel, Holger Kaul, Marcel Dix:
Maps of Infrared Images to Detect Equipment Faults. BigDataService 2022: 167-172 - 2021
- [j1]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: 154965-154974 (2021) - [c15]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 - [c14]John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune:
BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. BigDataService 2021: 17-24 - [c13]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: 222-228 - [c12]Marcel Dix:
A Three-Step Machine Learning Pipeline for Detecting and Explaining Anomalies in the Time Series of Industrial Process Plants. Deep-BDB 2021: 15-26 - [c11]Marcel Dix, Reuben Borrison:
Open set anomaly classification. BuildSys@SenSys 2021: 361-364 - 2020
- [c10]Michael Vach, Katharina Stark, Marcel Dix, Mario Hoernicke:
Management of a company-wide module pool for modular plants *. ETFA 2020: 1393-1396
2010 – 2019
- 2018
- [c9]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: 794-801 - [c8]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: 611-622 - 2017
- [c7]Sebastian Czora, Marcel Dix, Hansjörg Fromm, Benjamin Klöpper, Björn Schmitz:
Mining Industrial Logs for System Level Insights. BTW (Workshops) 2017: 57-64 - 2016
- [c6]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: 1288-1292 - [c5]Benjamin Klöpper, Marcel Dix, Dikshith Siddapura, Luke T. Taverne:
Integrated search for heterogeneous data in process industry applications - A proof of concept. INDIN 2016: 1306-1311 - 2015
- [c4]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: 484-489 - 2013
- [c3]Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix:
Developing portable FPGA applications - A literature review. INDIN 2013: 123-128 - 2011
- [c2]Markus Aleksy, Mikko J. Rissanen, Sylvia Maczey, Marcel Dix:
Wearable Computing in Industrial Service Applications. ANT/MobiWIS 2011: 394-400
2000 – 2009
- 2002
- [c1]Marcel Dix, Holger D. Hofman:
Automated Software Robustness Testing - Static and Adaptive Test Case Design Methods. EUROMICRO 2002: 62-
Coauthor Index
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