Benjamin Klöpper

According to our database, Benjamin Klöpper authored at least 64 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MLOps for Cyberphysical Production Systems: Challenges and Solutions.

Leonhard Faubel, Thomas Woudsma, Benjamin Klöpper, Holger Eichelberger, Fabian Bülow, Klaus Schmid, Amir Ghorbani Ghezeljehmeidan, Leila Methnani, Andreas Theodorou, Magnus Bång

IEEE Softw., 2025

APT: Alarm Prediction Transformer.

Nika Strem, Devendra Singh Dhami, Benedikt Schmidt, Benjamin Klöpper, Kristian Kersting

Expert Syst. Appl., 2025

2024

A MLOps Architecture for XAI in Industrial Applications.

Leonhard Faubel, Thomas Woudsma, Leila Methnani, Amir Ghorbani Ghezeljhemeidan, Fabian Bülow, Klaus Schmid, Willem D. van Driel, Benjamin Klöpper, Andreas Theodorou, Mohsen Nosratinia, Magnus Bång

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension.

Denis E. Baskan, Daniel Meyer, Sebastian Mieck, Leonhard Faubel, Benjamin Klöpper, Nika Strem, Johannes A. Wagner, Jan Jens Koltermann

Algorithms, April, 2023

Towards an MLOps Architecture for XAI in Industrial Applications.

Leonhard Faubel, Thomas Woudsma, Leila Methnani, Amir Ghorbani Ghezeljhemeidan, Fabian Bülow, Klaus Schmid, Willem D. van Driel, Benjamin Klöpper, Andreas Theodorou, Mohsen Nosratinia, Magnus Bång

CoRR, 2023

Deep Anomaly Detection on Tennessee Eastman Process Data.

Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft

CoRR, 2023

Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal.

Xiaofei Wang, Herbert Schuster, Reuben Borrison, Benjamin Klöpper

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification.

Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu

SIGKDD Explor., 2022

Active Learning Application for Recognizing Steps in Chemical Batch Production.

Asif Ahmad, Chen Song, Ruomu Tan, Marco Gärtler, Benjamin Klöpper

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 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

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

An Integrated Platform for Multi-Model Digital Twins.

Somayeh Malakuti, Reuben Borrison, Arzam Kotriwala, Benjamin Klöpper, Erik Nordlund, Kristian Ronnberg

Proceedings of the IoT '21: 11th International Conference on the Internet of Things, St. Gallen, Switzerland, November 8, 2021

XAI for Operations in the Process Industry - Applications, Theses, and Research Directions.

Arzam Kotriwala, Benjamin Klöpper, Marcel Dix, Gayathri Gopalakrishnan, Dawid Ziobro, Andreas Potschka

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Supporting robot application development using a distributed learning approach.

Arzam Kotriwala, Benjamin Klöpper, David Boeken, Debora Clever, Fan Dai

Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

2019

Industrial Event Log Analyzer - Self-service Data Mining for Domain Experts.

Reuben Borrison, Benjamin Klöpper, Sunil Saini

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Data Preparation for Data Mining in Chemical Plants using Big Data.

Reuben Borrison, Benjamin Klöpper, Jennifer Mullen

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

The way toward autonomy in industry - taxonomy, process framework, enablers, and implications.

Thomas Gamer, Benjamin Klöpper, Mario Hoernicke

Proceedings of the IECON 2019, 2019

A Framework for Human-Centered Exploration of Complex Event Log Graphs.

Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper

Proceedings of the Discovery Science - 22nd International Conference, 2019

Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs.

Stefan Bloemheuvel, Benjamin Klöpper, Martin Atzmüller

Proceedings of the Business Process Management Workshops, 2019

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

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Mining Attributed Interaction Networks on Industrial Event Logs.

Martin Atzmueller, Benjamin Klöpper

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Industrial Virtual Assistants: Challenges and Opportunities.

Benedikt Schmidt, Reuben Borrison, Andrew Cohen, Marcel Dix, Marco Gärtler, Martin Hollender, Benjamin Klöpper, Sylvia Maczey, Shunmuga Siddharthan

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

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 Klöpper

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

BigBIA17 - Vorwort.

Benjamin Klöpper, Lena Wiese

Proceedings of the Datenbanksysteme für Business, 2017

Mining Industrial Logs for System Level Insights.

Sebastian Czora, Marcel Dix, Hansjörg Fromm, Benjamin Klöpper, Björn Schmitz

Proceedings of the Datenbanksysteme für Business, 2017

2016

HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses.

Martin Atzmueller, Andreas Schmidt, Benjamin Klöpper, David Arnu

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Integrated search for heterogeneous data in process industry applications - A proof of concept.

Benjamin Klöpper, Marcel Dix, Dikshith Siddapura, Luke T. Taverne

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Defining software architectures for big data enabled operator support systems.

Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry.

Alessandro Marrella, Anna Monreale, Benjamin Klöpper, Martin W. Krueger

Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2014

An Evolutionary Approach on Multi-objective Scheduling for Evolving Manufacturing Systems.

Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Aufbrechen der Datensilos - Big Data Forschungsfragen aus dem Bereich Industrial Analytics.

Benjamin Klöpper, Jan Christoph Schlake

Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

2013

Utilizing Residual Life Information for Improved Maintenance Services.

Ralf Gitzel, Benjamin Klöpper, Zied M. Ouertani, Simone Turrin, Ingo Lange

Proceedings of the IEEE 15th Conference on Business Informatics, 2013

Developing portable FPGA applications - A literature review.

Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix

Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

2012

Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle.

Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus

J. Robotics Mechatronics, 2012

A multi-objective evolutionary approach to scheduling for evolving manufacturing systems.

Benjamin Klöpper, Jan Patrick Pater, Shinichi Honiden, Wilhelm Dangelmaier

Evol. Syst., 2012

Planning for mechatronics systems - Architecture, methods and case study.

Benjamin Klöpper, Mark Aufenanger, Philipp Adelt

Eng. Appl. Artif. Intell., 2012

Towards robust service compositions in the context of functionally diverse services.

Florian Wagner, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden

Proceedings of the 21st World Wide Web Conference 2012, 2012

Parallel scheduling for evolving manufacturing systems.

Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier

Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

Multi-objective Service Composition with Time- and Input-Dependent QoS.

Florian Wagner, Adrian Klein, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

2011

Utility-Based Self-Adaption with Environment Specific Quality Models.

Camilo Fitzgerald, Benjamin Klöpper, Shinichi Honiden

Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011

Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface.

Benjamin Klöpper, Shinichi Honiden, Jan Patrick Pater, Wilhelm Dangelmaier

Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2011

Divide & conquer in planning for self-optimizing mechatronic systems - A first application example.

Benjamin Klöpper, Shinichi Honiden, Wilhelm Dangelmaier

Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2011

Planning Self-adaption with Graph Transformations.

Matthias Tichy, Benjamin Klöpper

Proceedings of the Applications of Graph Transformations with Industrial Relevance, 2011

2010

Planning with Utility and State Trajectory Constraints in Self-Healing Automotive Systems.

Benjamin Klöpper, Shinichi Honiden, Jan Meyer, Matthias Tichy

Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Service Composition with Pareto-Optimality of Time-Dependent QoS Attributes.

Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden

Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

2009

Ein Beitrag zur Verhaltensplanung für interagierende intelligente mechatronische Systeme in nicht-deterministischen Umgebungen

Benjamin Klöpper

PhD thesis, 2009

A Customizing Platform for Individual Production Planning and Control Solutions.

Benjamin Klöpper, Tobias Rust, Thorsten Timm, Wilhelm Dangelmaier

Proceedings of the Business Services: Konzepte, 2009

Database Scheme Configuration for a Product Line of MPC-TOOLS.

Benjamin Klöpper, Tobias Rust, Bernhard Vedder, Wilhelm Dangelmaier

Proceedings of the Advances in Production Management Systems. New Challenges, New Approaches, 2009

Coordination of Self-Optimizing Mechatronic Systems - A New Application for Multi-Agent Planning.

Benjamin Klöpper, Wilhelm Dangelmaier

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Towards Social-software for the Efficient Reuse of Solution Patterns for Self-optimizing Systems.

Roman Dumitrescu, Benjamin Klöpper

Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009

A knowledge-based giffler-thompson heuristic for rescheduling job-shops.

Mark Aufenanger, Nedim Lipka, Benjamin Klöpper, Wilhelm Dangelmaier

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Scheduling, 2009

Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems.

Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus, Henner Vöcking

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Control and Automation, 2009

2008

Combining Pheromomes and Potential Fields to Consider Follow-Up-Jobs.

Benjamin Klöpper, Tim Schöneberg, Patrick Pawlak, Wilhelm Dangelmaier

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Combining Distributed Matchmaking and Clustering to Prune the Solution Space in Distributed Optimization Problems - Demonstrated in the RailCab System.

Dietrich Dürksen, Benjamin Klöpper, Daniel Ruth, Christof Thonemann, Wilhelm Dangelmaier

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Domain Spanning Search for the Identification of Solution Patterns for the Conceptual Design of Self-Optimizing Systems.

Benjamin Klöpper, Herbert Podlogar, Jürgen Gausemeier, Katrin Witting

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

2007

Aspects of Agent Based Planning in the Demand Driven Railcab Scenario.

Wilhelm Dangelmaier, Benjamin Klöpper, Nando Rüngener, Mark Aufenanger

Proceedings of the Dynamics in Logistics, First International Conference, 2007

OOPUS-Designer - User-friendly Master Data Maintenance through Intuitive and Interactive Visualization.

Wilhelm Dangelmaier, Benjamin Klöpper, Björn Kruse, Daniel Brüggemann, Tobias Rust

Proceedings of the ICEIS 2007, 2007

An Agent Based Modelling Approach for Stochastic Planning Parameters.

Wilhelm Dangelmaier, Benjamin Klöpper, Alexander Blecken

Proceedings of the Holonic and Multi-Agent Systems for Manufacturing, 2007

A Modelling Approach for Dynamic and Complex Capacities in Production Control Systems.

Wilhelm Dangelmaier, Benjamin Klöpper, Thorsten Timm, Daniel Brüggemann

Proceedings of the Business Information Systems, 10th International Conference, 2007

Considering Runtime Restrictions in Self-Healing Distributed Systems.

Christoph Danne, Viktor Dück, Benjamin Klöpper, Matthias Tichy

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006

Selfish Motivated Cooperative Planning in Cross Networked Mechatronic System.

Christoph Danne, Viktor Dück, Benjamin Klöpper

Int. Trans. Syst. Sci. Appl., 2006

Simulation assisted optimozation and real-time control aspects of flexible production systems subject to disturbances.

Wilhelm Dangelmaier, Kiran R. Mahajan, Thomas Seeger, Benjamin Klöpper, Mark Aufenanger

Proceedings of the Winter Simulation Conference WSC 2006, 2006

The Shortest Path Problem in Uncertain Domains - an Agent based Approach with Bayesian Networks.

Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Thorsten Timm

Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

A Reinforcement Learning Approach for Learning Coordination Rules in Production Networks.

Wilhelm Dangelmaier, Tobias Rust, Andre Döring, Benjamin Klöpper

Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006

Risk Averse Shortest Path Planning in Uncertain Domains.

Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Andre Döring

Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006