Benjamin Klöpper

64 papers A* 1A 2B 3C 14Misc 1Journal 10Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	APT: Alarm Prediction Transformer. Expert Syst. Appl. Nika Strem, Devendra Singh Dhami, Benedikt Schmidt, Benjamin Klöpper, Kristian Kersting
2025	J	`jnl`	MLOps for Cyberphysical Production Systems: Challenges and Solutions. IEEE Softw. Leonhard Faubel, Thomas Woudsma, Benjamin Klöpper, Holger Eichelberger, Fabian Bülow, Klaus Schmid, Amir Ghorbani Ghezeljehmeidan, Leila Methnani, Andreas Theodorou, Magnus Bång
2024	C	`conf`	A MLOps Architecture for XAI in Industrial Applications. ETFA 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
2023	J	`jnl`	A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension. Algorithms Denis E. Baskan, Daniel Meyer, Sebastian Mieck, Leonhard Faubel, Benjamin Klöpper, Nika Strem, Johannes A. Wagner, Jan Jens Koltermann
2023	J	`jnl`	Deep Anomaly Detection on Tennessee Eastman Process Data. CoRR 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
2023	C	`conf`	Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal. INDIN Xiaofei Wang, Herbert Schuster, Reuben Borrison, Benjamin Klöpper
2023	J	`jnl`	Towards an MLOps Architecture for XAI in Industrial Applications. CoRR 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
2022	C	`conf`	Active Learning Application for Recognizing Steps in Chemical Batch Production. ETFA Asif Ahmad, Chen Song, Ruomu Tan, Marco Gärtler, Benjamin Klöpper
2022	J	`jnl`	Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification. SIGKDD Explor. Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu
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
2021	—	`conf`	An Integrated Platform for Multi-Model Digital Twins. IOT Somayeh Malakuti, Reuben Borrison, Arzam Kotriwala, Benjamin Klöpper, Erik Nordlund, Kristian Ronnberg
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	—	`conf`	Supporting robot application development using a distributed learning approach. ICPS Arzam Kotriwala, Benjamin Klöpper, David Boeken, Debora Clever, Fan Dai
2019	B	`conf`	A Framework for Human-Centered Exploration of Complex Event Log Graphs. DS Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper
2019	C	`conf`	Data Preparation for Data Mining in Chemical Plants using Big Data. INDIN Reuben Borrison, Benjamin Klöpper, Jennifer Mullen
2019	—	`conf`	Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs. Business Process Management Workshops Stefan Bloemheuvel, Benjamin Klöpper, Martin Atzmüller
2019	—	`conf`	Industrial Event Log Analyzer - Self-service Data Mining for Domain Experts. ECML/PKDD (3) Reuben Borrison, Benjamin Klöpper, Sunil Saini
2019	C	`conf`	The way toward autonomy in industry - taxonomy, process framework, enablers, and implications. IECON Thomas Gamer, Benjamin Klöpper, 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`	Mining Attributed Interaction Networks on Industrial Event Logs. IDEAL (2) Martin Atzmueller, Benjamin Klöpper
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`	BigBIA17 - Vorwort. BTW (Workshops) Benjamin Klöpper, Lena Wiese
2017	C	`conf`	Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. INDIN Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klöpper
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	—	`conf`	HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. NFMCP@PKDD/ECML Martin Atzmueller, Andreas Schmidt, Benjamin Klöpper, David Arnu
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
2016	C	`conf`	Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry. CloudCom Alessandro Marrella, Anna Monreale, Benjamin Klöpper, Martin W. Krueger
2014	—	`conf`	An Evolutionary Approach on Multi-objective Scheduling for Evolving Manufacturing Systems. HICSS Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier
2014	—	`conf`	Aufbrechen der Datensilos - Big Data Forschungsfragen aus dem Bereich Industrial Analytics. GI-Jahrestagung Benjamin Klöpper, Jan Christoph Schlake
2013	C	`conf`	Developing portable FPGA applications - A literature review. INDIN Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix
2013	—	`conf`	Utilizing Residual Life Information for Improved Maintenance Services. CBI Ralf Gitzel, Benjamin Klöpper, Zied M. Ouertani, Simone Turrin, Ingo Lange
2012	J	`jnl`	A multi-objective evolutionary approach to scheduling for evolving manufacturing systems. Evol. Syst. Benjamin Klöpper, Jan Patrick Pater, Shinichi Honiden, Wilhelm Dangelmaier
2012	A	`conf`	Multi-objective Service Composition with Time- and Input-Dependent QoS. ICWS Florian Wagner, Adrian Klein, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden
2012	C	`conf`	Parallel scheduling for evolving manufacturing systems. INDIN Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier
2012	J	`jnl`	Planning for mechatronics systems - Architecture, methods and case study. Eng. Appl. Artif. Intell. Benjamin Klöpper, Mark Aufenanger, Philipp Adelt
2012	J	`jnl`	Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle. J. Robotics Mechatronics Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus
2012	A*	`conf`	Towards robust service compositions in the context of functionally diverse services. WWW Florian Wagner, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden
2011	—	`conf`	Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface. CICA Benjamin Klöpper, Shinichi Honiden, Jan Patrick Pater, Wilhelm Dangelmaier
2011	—	`conf`	Divide & conquer in planning for self-optimizing mechatronic systems - A first application example. CICA Benjamin Klöpper, Shinichi Honiden, Wilhelm Dangelmaier
2011	—	`conf`	Planning Self-adaption with Graph Transformations. AGTIVE Matthias Tichy, Benjamin Klöpper
2011	—	`conf`	Utility-Based Self-Adaption with Environment Specific Quality Models. ICAIS Camilo Fitzgerald, Benjamin Klöpper, Shinichi Honiden
2010	—	`conf`	Planning with Utility and State Trajectory Constraints in Self-Healing Automotive Systems. SASO Benjamin Klöpper, Shinichi Honiden, Jan Meyer, Matthias Tichy
2010	A	`conf`	Service Composition with Pareto-Optimality of Time-Dependent QoS Attributes. ICSOC Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden
2009	—	`conf`	A Customizing Platform for Individual Production Planning and Control Solutions. Wirtschaftsinformatik (2) Benjamin Klöpper, Tobias Rust, Thorsten Timm, Wilhelm Dangelmaier
2009	—	`conf`	A knowledge-based giffler-thompson heuristic for rescheduling job-shops. CISched Mark Aufenanger, Nedim Lipka, Benjamin Klöpper, Wilhelm Dangelmaier
2009	B	`conf`	Coordination of Self-Optimizing Mechatronic Systems - A New Application for Multi-Agent Planning. ICAART Benjamin Klöpper, Wilhelm Dangelmaier
2009	—	`conf`	Database Scheme Configuration for a Product Line of MPC-TOOLS. APMS Benjamin Klöpper, Tobias Rust, Bernhard Vedder, Wilhelm Dangelmaier
2009	—	`—`	Ein Beitrag zur Verhaltensplanung für interagierende intelligente mechatronische Systeme in nicht-deterministischen Umgebungen Benjamin Klöpper
2009	—	`conf`	Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems. CICA Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus, Henner Vöcking
2009	C	`conf`	Towards Social-software for the Efficient Reuse of Solution Patterns for Self-optimizing Systems. KEOD Roman Dumitrescu, Benjamin Klöpper
2008	C	`conf`	Combining Distributed Matchmaking and Clustering to Prune the Solution Space in Distributed Optimization Problems - Demonstrated in the RailCab System. HIS Dietrich Dürksen, Benjamin Klöpper, Daniel Ruth, Christof Thonemann, Wilhelm Dangelmaier
2008	C	`conf`	Combining Pheromomes and Potential Fields to Consider Follow-Up-Jobs. HIS Benjamin Klöpper, Tim Schöneberg, Patrick Pawlak, Wilhelm Dangelmaier
2008	—	`conf`	Domain Spanning Search for the Identification of Solution Patterns for the Conceptual Design of Self-Optimizing Systems. DEXA Workshops Benjamin Klöpper, Herbert Podlogar, Jürgen Gausemeier, Katrin Witting
2007	—	`conf`	A Modelling Approach for Dynamic and Complex Capacities in Production Control Systems. BIS Wilhelm Dangelmaier, Benjamin Klöpper, Thorsten Timm, Daniel Brüggemann
2007	—	`conf`	An Agent Based Modelling Approach for Stochastic Planning Parameters. HoloMAS Wilhelm Dangelmaier, Benjamin Klöpper, Alexander Blecken
2007	—	`conf`	Aspects of Agent Based Planning in the Demand Driven Railcab Scenario. LDIC Wilhelm Dangelmaier, Benjamin Klöpper, Nando Rüngener, Mark Aufenanger
2007	B	`conf`	Considering Runtime Restrictions in Self-Healing Distributed Systems. AINA Christoph Danne, Viktor Dück, Benjamin Klöpper, Matthias Tichy
2007	—	`conf`	OOPUS-Designer - User-friendly Master Data Maintenance through Intuitive and Interactive Visualization. ICEIS (5) Wilhelm Dangelmaier, Benjamin Klöpper, Björn Kruse, Daniel Brüggemann, Tobias Rust
2006	—	`conf`	A Reinforcement Learning Approach for Learning Coordination Rules in Production Networks. CIMCA/IAWTIC Wilhelm Dangelmaier, Tobias Rust, Andre Döring, Benjamin Klöpper
2006	—	`conf`	Risk Averse Shortest Path Planning in Uncertain Domains. CIMCA/IAWTIC Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Andre Döring
2006	J	`jnl`	Selfish Motivated Cooperative Planning in Cross Networked Mechatronic System. Int. Trans. Syst. Sci. Appl. Christoph Danne, Viktor Dück, Benjamin Klöpper
2006	Misc	`conf`	Simulation assisted optimozation and real-time control aspects of flexible production systems subject to disturbances. WSC Wilhelm Dangelmaier, Kiran R. Mahajan, Thomas Seeger, Benjamin Klöpper, Mark Aufenanger
2006	—	`conf`	The Shortest Path Problem in Uncertain Domains - an Agent based Approach with Bayesian Networks. ISDA (2) Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Thorsten Timm