Marcel Dix - RankMe

27 papers C 8Journal 2Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Measuring the Robustness of Alarm Flood Classification Against Alarm Data Quality Issues. ETFA Gianluca Manca, Amirhossein Najafi, Nicola Tamascelli, Franz C. Kunze, Marcel Dix, Martin Hollender, Alexander Fay, Tongwen Chen
2025	—	`conf`	Measuring the Robustness of Supervised ML Models to Label Noise in Industrial Data. ICPS Marcel Dix, Gianluca Manca, Alexander Fay
2025	C	`conf`	The Truth About Labels: Unveiling The Hidden Risk to Supervised Machine Learning Models. ETFA Marcel Dix, Gianluca Manca, Alexander Fay
2024	C	`conf`	Using Siamese Neural Networks for the Open Set Recognition of Anomalies Detected in Industrial Time Series Data. ETFA Marcel Dix, Jan Jens Koltermann, Sebastian Mieck, Heiko Petersen, Sebastian Taege, Gahana Anjanappa
2023	J	`jnl`	Improving Visual Defect Detection and Localization in Industrial Thermal Images Using Autoencoders. J. Imaging Sasha Behrouzi, Marcel Dix, Fatemeh Karampanah, Omer Ates, Nissy Sasidharan, Swati Chandna, Binh Vu
2023	C	`conf`	Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier
2022	—	`conf`	An AI-based Alarm Prediction in Industrial Process Control Systems. BigComp Marcel Dix, Ashish Chouhan, Madhushree Sinha, Akhil Singh, Suraj Bhattarai, Shweta Narkhede, Ajinkya Prabhune
2022	—	`conf`	Clustering of Similar Industrial Alarm Floods. BigDataService Gianluca Manca, Marcel Dix, Alexander Fay
2022	—	`conf`	Comparing human and algorithmic anomaly detection for HVAC systems applications. BigDataService Reuben Borrison, Marc Syndicus, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, Matthias Berning, Andreas Wagner, Christoph van Treeck
2022	—	`conf`	Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI. BigComp Sarthak Manas Tripathy, Ashish Chouhan, Marcel Dix, Arzam Kotriwala, Benjamin Klöpper, Ajinkya Prabhune
2022	—	`conf`	Maps of Infrared Images to Detect Equipment Faults. BigDataService Ralf Gitzel, Holger Kaul, Marcel Dix
2021	—	`conf`	A Three-Step Machine Learning Pipeline for Detecting and Explaining Anomalies in the Time Series of Industrial Process Plants. Deep-BDB Marcel Dix
2021	—	`conf`	Anomaly detection in the time-series data of industrial plants using neural network architectures. BigDataService Marcel Dix, Ashish Chouhan, Srishti Ganguly, Sripada Pradhan, Devika Saraswat, Surbhi Agrawal, Ajinkya Prabhune
2021	—	`conf`	BOAT: A Bayesian Optimization AutoML Time-series Framework for Industrial Applications. BigDataService John Joy Kurian, Marcel Dix, Ido Amihai, Glenn Ceusters, Ajinkya Prabhune
2021	J	`jnl`	Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations. IEEE Access Gianluca Manca, Marcel Dix, Alexander Fay
2021	—	`conf`	Open set anomaly classification. BuildSys Marcel Dix, Reuben Borrison
2021	—	`conf`	XAI for Operations in the Process Industry - Applications, Theses, and Research Directions. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering Arzam Kotriwala, Benjamin Klöpper, Marcel Dix, Gayathri Gopalakrishnan, Dawid Ziobro, Andreas Potschka
2020	C	`conf`	Management of a company-wide module pool for modular plants ETFA Michael Vach, Katharina Stark, Marcel Dix, Mario Hoernicke
2018	—	`conf`	Industrial Virtual Assistants: Challenges and Opportunities. UbiComp/ISWC Adjunct Benedikt Schmidt, Reuben Borrison, Andrew Cohen, Marcel Dix, Marco Gärtler, Martin Hollender, Benjamin Klöpper, Sylvia Maczey, Shunmuga Siddharthan
2018	—	`conf`	Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. IDEAL (1) Reuben Borrison, Benjamin Klöpper, Moncef Chioua, Marcel Dix, Barbara Sprick
2017	—	`conf`	Mining Industrial Logs for System Level Insights. BTW (Workshops) Sebastian Czora, Marcel Dix, Hansjörg Fromm, Benjamin Klöpper, Björn Schmitz
2016	C	`conf`	Defining software architectures for big data enabled operator support systems. INDIN Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
2016	C	`conf`	Integrated search for heterogeneous data in process industry applications - A proof of concept. INDIN Benjamin Klöpper, Marcel Dix, Dikshith Siddapura, Luke T. Taverne
2015	—	`conf`	Simulation and Re-engineering of Industrial Services: A Case Study from an Industrial Equipment Manufacturer. 3PGCIC Marcel Dix, Lennart Merkert, Zied M. Ouertani, Markus Aleksy, Reinhard Bauer
2013	C	`conf`	Developing portable FPGA applications - A literature review. INDIN Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix
2011	—	`conf`	Wearable Computing in Industrial Service Applications. ANT/MobiWIS Markus Aleksy, Mikko J. Rissanen, Sylvia Maczey, Marcel Dix
2002	—	`conf`	Automated Software Robustness Testing - Static and Adaptive Test Case Design Methods. EUROMICRO Marcel Dix, Holger D. Hofman