| 2024 | ETFA | A MLOps Architecture for XAI in Industrial Applications. | Leonhard Faubel, Thomas Woudsma, Leila Methnani, Amir Ghorbani Ghezeljhemeidan, Fabian Blow, Klaus Schmid, Willem D. van Driel, Benjamin Klpper, Andreas Theodorou, Mohsen Nosratinia, Magnus Bng |
| 2023 | INDIN | Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal. | Xiaofei Wang, Herbert Schuster, Reuben Borrison, Benjamin Klpper |
| 2022 | ETFA | Active Learning Application for Recognizing Steps in Chemical Batch Production. | Asif Ahmad, Chen Song, Ruomu Tan, Marco Grtler, Benjamin Klpper |
| 2019 | BPM | Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs. | Stefan Bloemheuvel, Benjamin Klpper, Martin Atzmller |
| 2019 | DIS | A Framework for Human-Centered Exploration of Complex Event Log Graphs. | Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klpper |
| 2019 | INDIN | Data Preparation for Data Mining in Chemical Plants using Big Data. | Reuben Borrison, Benjamin Klpper, Jennifer Mullen |
| 2019 | IECON | The way toward autonomy in industry - taxonomy, process framework, enablers, and implications. | Thomas Gamer, Benjamin Klpper, Mario Hoernicke |
| 2018 | IDEAL | Mining Attributed Interaction Networks on Industrial Event Logs. | Martin Atzmueller, Benjamin Klpper |
| 2018 | IDEAL | Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical Plants. | Reuben Borrison, Benjamin Klpper, Moncef Chioua, Marcel Dix, Barbara Sprick |
| 2017 | BTW | Mining Industrial Logs for System Level Insights. | Sebastian Czora, Marcel Dix, Hansjrg Fromm, Benjamin Klpper, Bjrn Schmitz |
| 2017 | BTW | BigBIA17 - Vorwort. | Benjamin Klpper, Lena Wiese |
| 2017 | INDIN | Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. | Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klpper |
| 2016 | CloudCom | Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry. | Alessandro Marrella, Anna Monreale, Benjamin Klpper, Martin W. Krueger |
| 2016 | INDIN | Defining software architectures for big data enabled operator support systems. | Benjamin Klpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg |
| 2016 | INDIN | Integrated search for heterogeneous data in process industry applications - A proof of concept. | Benjamin Klpper, Marcel Dix, Dikshith Siddapura, Luke T. Taverne |
| 2014 | GI | Aufbrechen der Datensilos - Big Data Forschungsfragen aus dem Bereich Industrial Analytics. | Benjamin Klpper, Jan Christoph Schlake |
| 2013 | INDIN | Developing portable FPGA applications - A literature review. | Benjamin Klpper, Natalie Cranston, Markus Aleksy, Marcel Dix |
| 2012 | INDIN | Parallel scheduling for evolving manufacturing systems. | Benjamin Klpper, Jan Patrick Pater, Wilhelm Dangelmaier |
| 2012 | ICWS | Multi-objective Service Composition with Time- and Input-Dependent QoS. | Florian Wagner, Adrian Klein, Benjamin Klpper, Fuyuki Ishikawa, Shinichi Honiden |
| 2012 | WWW | Towards robust service compositions in the context of functionally diverse services. | Florian Wagner, Benjamin Klpper, Fuyuki Ishikawa, Shinichi Honiden |
| 2010 | ICSOC | Service Composition with Pareto-Optimality of Time-Dependent QoS Attributes. | Benjamin Klpper, Fuyuki Ishikawa, Shinichi Honiden |
| 2009 | IC3K | Towards Social-software for the Efficient Reuse of Solution Patterns for Self-optimizing Systems. | Roman Dumitrescu, Benjamin Klpper |
| 2009 | ICAART | Coordination of Self-Optimizing Mechatronic Systems - A New Application for Multi-Agent Planning. | Benjamin Klpper, Wilhelm Dangelmaier |
| 2008 | HIS | Combining Distributed Matchmaking and Clustering to Prune the Solution Space in Distributed Optimization Problems - Demonstrated in the RailCab System. | Dietrich Drksen, Benjamin Klpper, Daniel Ruth, Christof Thonemann, Wilhelm Dangelmaier |
| 2008 | HIS | Combining Pheromomes and Potential Fields to Consider Follow-Up-Jobs. | Benjamin Klpper, Tim Schneberg, Patrick Pawlak, Wilhelm Dangelmaier |
| 2007 | AINA | Considering Runtime Restrictions in Self-Healing Distributed Systems. | Christoph Danne, Viktor Dck, Benjamin Klpper, Matthias Tichy |
| 2006 | ISDA | The Shortest Path Problem in Uncertain Domains - an Agent based Approach with Bayesian Networks. | Wilhelm Dangelmaier, Benjamin Klpper, Jens Wienstroer, Thorsten Timm |
| 2006 | WSC | Simulation assisted optimozation and real-time control aspects of flexible production systems subject to disturbances. | Wilhelm Dangelmaier, Kiran R. Mahajan, Thomas Seeger, Benjamin Klpper, Mark Aufenanger |