default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBenjamin Klöpper
Person information
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j7]Nika Strem
, Devendra Singh Dhami, Benedikt Schmidt, Benjamin Klöpper, Kristian Kersting:
APT: Alarm Prediction Transformer. Expert Syst. Appl. 261: 125521 (2025)- 2024
- [c53]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:
A MLOps Architecture for XAI in Industrial Applications. ETFA 2024: 1-4 - 2023
- [j6]Denis E. Baskan, Daniel Meyer, Sebastian Mieck, Leonhard Faubel, Benjamin Klöpper, Nika Strem, Johannes A. Wagner, Jan Jens Koltermann:
A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension. Algorithms 16(4): 177 (2023) - [c52]Xiaofei Wang, Herbert Schuster, Reuben Borrison, Benjamin Klöpper:
Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal. INDIN 2023: 1-9 - [i2]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:
Deep Anomaly Detection on Tennessee Eastman Process Data. CoRR abs/2303.05904 (2023) - [i1]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:
Towards an MLOps Architecture for XAI in Industrial Applications. CoRR abs/2309.12756 (2023) - 2022
- [j5]Sunanda Gamage, Benjamin Klöpper, Jagath Samarabandu:
Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification. SIGKDD Explor. 24(2): 114-123 (2022) - [c51]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 - [c50]Asif Ahmad, Chen Song, Ruomu Tan, Marco Gärtler, Benjamin Klöpper:
Active Learning Application for Recognizing Steps in Chemical Batch Production. ETFA 2022: 1-4 - 2021
- [c49]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 - [c48]Somayeh Malakuti, Reuben Borrison, Arzam Kotriwala, Benjamin Klöpper, Erik Nordlund, Kristian Ronnberg:
An Integrated Platform for Multi-Model Digital Twins. IOT 2021: 9-16 - 2020
- [c47]Arzam Kotriwala, Benjamin Klöpper, David Boeken, Debora Clever, Fan Dai:
Supporting robot application development using a distributed learning approach. ICPS 2020: 442-445
2010 – 2019
- 2019
- [c46]Stefan Bloemheuvel, Benjamin Klöpper, Martin Atzmüller:
Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs. Business Process Management Workshops 2019: 417-429 - [c45]Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper:
A Framework for Human-Centered Exploration of Complex Event Log Graphs. DS 2019: 335-350 - [c44]Thomas Gamer, Benjamin Klöpper, Mario Hoernicke:
The way toward autonomy in industry - taxonomy, process framework, enablers, and implications. IECON 2019: 565-570 - [c43]Reuben Borrison, Benjamin Klöpper, Jennifer Mullen:
Data Preparation for Data Mining in Chemical Plants using Big Data. INDIN 2019: 1185-1191 - [c42]Reuben Borrison, Benjamin Klöpper, Sunil Saini:
Industrial Event Log Analyzer - Self-service Data Mining for Domain Experts. ECML/PKDD (3) 2019: 794-798 - 2018
- [c41]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 - [c40]Martin Atzmueller, Benjamin Klöpper:
Mining Attributed Interaction Networks on Industrial Event Logs. IDEAL (2) 2018: 94-102 - [c39]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
- [c38]Benjamin Klöpper, Lena Wiese:
BigBIA17 - Vorwort. BTW (Workshops) 2017: 23-24 - [c37]Sebastian Czora, Marcel Dix, Hansjörg Fromm, Benjamin Klöpper, Björn Schmitz:
Mining Industrial Logs for System Level Insights. BTW (Workshops) 2017: 57-64 - [c36]Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klöpper:
Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. INDIN 2017: 799-804 - 2016
- [c35]Alessandro Marrella, Anna Monreale, Benjamin Klöpper, Martin W. Krueger:
Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry. CloudCom 2016: 545-551 - [c34]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 - [c33]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 - [c32]Martin Atzmueller, Andreas Schmidt, Benjamin Klöpper, David Arnu:
HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. NFMCP@PKDD/ECML 2016: 231-247 - 2014
- [c31]Benjamin Klöpper, Jan Christoph Schlake:
Aufbrechen der Datensilos - Big Data Forschungsfragen aus dem Bereich Industrial Analytics. GI-Jahrestagung 2014: 79-81 - [c30]Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier:
An Evolutionary Approach on Multi-objective Scheduling for Evolving Manufacturing Systems. HICSS 2014: 826-835 - 2013
- [c29]Benjamin Klöpper, Natalie Cranston, Markus Aleksy, Marcel Dix:
Developing portable FPGA applications - A literature review. INDIN 2013: 123-128 - [c28]Ralf Gitzel, Benjamin Klöpper, Zied M. Ouertani, Simone Turrin, Ingo Lange:
Utilizing Residual Life Information for Improved Maintenance Services. CBI 2013: 312-315 - 2012
- [j4]Benjamin Klöpper, Mark Aufenanger, Philipp Adelt:
Planning for mechatronics systems - Architecture, methods and case study. Eng. Appl. Artif. Intell. 25(1): 174-188 (2012) - [j3]Benjamin Klöpper, Jan Patrick Pater, Shinichi Honiden, Wilhelm Dangelmaier:
A multi-objective evolutionary approach to scheduling for evolving manufacturing systems. Evol. Syst. 3(1): 31-44 (2012) - [j2]Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus:
Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle. J. Robotics Mechatronics 24(1): 5-15 (2012) - [c27]Florian Wagner, Adrian Klein, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden:
Multi-objective Service Composition with Time- and Input-Dependent QoS. ICWS 2012: 234-241 - [c26]Benjamin Klöpper, Jan Patrick Pater, Wilhelm Dangelmaier:
Parallel scheduling for evolving manufacturing systems. INDIN 2012: 1086-1091 - [c25]Florian Wagner, Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden:
Towards robust service compositions in the context of functionally diverse services. WWW 2012: 969-978 - 2011
- [c24]Matthias Tichy, Benjamin Klöpper:
Planning Self-adaption with Graph Transformations. AGTIVE 2011: 137-152 - [c23]Benjamin Klöpper, Shinichi Honiden, Wilhelm Dangelmaier:
Divide & conquer in planning for self-optimizing mechatronic systems - A first application example. CICA 2011: 108-115 - [c22]Benjamin Klöpper, Shinichi Honiden, Jan Patrick Pater, Wilhelm Dangelmaier:
Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface. CICA 2011: 123-130 - [c21]Camilo Fitzgerald, Benjamin Klöpper, Shinichi Honiden:
Utility-Based Self-Adaption with Environment Specific Quality Models. ICAIS 2011: 107-118 - 2010
- [c20]Benjamin Klöpper, Fuyuki Ishikawa, Shinichi Honiden:
Service Composition with Pareto-Optimality of Time-Dependent QoS Attributes. ICSOC 2010: 635-640 - [c19]Benjamin Klöpper, Shinichi Honiden, Jan Meyer, Matthias Tichy:
Planning with Utility and State Trajectory Constraints in Self-Healing Automotive Systems. SASO 2010: 74-83
2000 – 2009
- 2009
- [b1]Benjamin Klöpper:
Ein Beitrag zur Verhaltensplanung für interagierende intelligente mechatronische Systeme in nicht-deterministischen Umgebungen. Paderborn University, Germany, 2009 - [c18]Benjamin Klöpper, Christoph Sondermann-Wölke, Christoph Romaus, Henner Vöcking:
Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems. CICA 2009: 104-111 - [c17]Mark Aufenanger, Nedim Lipka, Benjamin Klöpper, Wilhelm Dangelmaier:
A knowledge-based giffler-thompson heuristic for rescheduling job-shops. CISched 2009: 22-28 - [c16]Roman Dumitrescu, Benjamin Klöpper:
Towards Social-software for the Efficient Reuse of Solution Patterns for Self-optimizing Systems. KEOD 2009: 342-347 - [c15]Benjamin Klöpper, Wilhelm Dangelmaier:
Coordination of Self-Optimizing Mechatronic Systems - A New Application for Multi-Agent Planning. ICAART 2009: 312-317 - [c14]Benjamin Klöpper, Tobias Rust, Bernhard Vedder, Wilhelm Dangelmaier:
Database Scheme Configuration for a Product Line of MPC-TOOLS. APMS 2009: 57-64 - [c13]Benjamin Klöpper, Tobias Rust, Thorsten Timm, Wilhelm Dangelmaier:
A Customizing Platform for Individual Production Planning and Control Solutions. Wirtschaftsinformatik (2) 2009: 77-86 - 2008
- [c12]Benjamin Klöpper, Herbert Podlogar, Jürgen Gausemeier, Katrin Witting:
Domain Spanning Search for the Identification of Solution Patterns for the Conceptual Design of Self-Optimizing Systems. DEXA Workshops 2008: 75-79 - [c11]Dietrich Dürksen, Benjamin Klöpper, Daniel Ruth, Christof Thonemann, Wilhelm Dangelmaier:
Combining Distributed Matchmaking and Clustering to Prune the Solution Space in Distributed Optimization Problems - Demonstrated in the RailCab System. HIS 2008: 108-113 - [c10]Benjamin Klöpper, Tim Schöneberg, Patrick Pawlak, Wilhelm Dangelmaier:
Combining Pheromomes and Potential Fields to Consider Follow-Up-Jobs. HIS 2008: 919-922 - 2007
- [c9]Christoph Danne, Viktor Dück, Benjamin Klöpper, Matthias Tichy:
Considering Runtime Restrictions in Self-Healing Distributed Systems. AINA 2007: 228-235 - [c8]Wilhelm Dangelmaier, Benjamin Klöpper, Thorsten Timm, Daniel Brüggemann:
A Modelling Approach for Dynamic and Complex Capacities in Production Control Systems. BIS 2007: 626-637 - [c7]Wilhelm Dangelmaier, Benjamin Klöpper, Alexander Blecken:
An Agent Based Modelling Approach for Stochastic Planning Parameters. HoloMAS 2007: 225-236 - [c6]Wilhelm Dangelmaier, Benjamin Klöpper, Björn Kruse, Daniel Brüggemann, Tobias Rust:
OOPUS-Designer - User-friendly Master Data Maintenance through Intuitive and Interactive Visualization. ICEIS (5) 2007: 294-297 - [c5]Wilhelm Dangelmaier, Benjamin Klöpper, Nando Rüngener, Mark Aufenanger:
Aspects of Agent Based Planning in the Demand Driven Railcab Scenario. LDIC 2007: 171-178 - 2006
- [j1]Christoph Danne, Viktor Dück, Benjamin Klöpper:
Selfish Motivated Cooperative Planning in Cross Networked Mechatronic System. Int. Trans. Syst. Sci. Appl. 2(2): 221-225 (2006) - [c4]Wilhelm Dangelmaier, Tobias Rust, Andre Döring, Benjamin Klöpper:
A Reinforcement Learning Approach for Learning Coordination Rules in Production Networks. CIMCA/IAWTIC 2006: 84 - [c3]Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Andre Döring:
Risk Averse Shortest Path Planning in Uncertain Domains. CIMCA/IAWTIC 2006: 115 - [c2]Wilhelm Dangelmaier, Benjamin Klöpper, Jens Wienstroer, Thorsten Timm:
The Shortest Path Problem in Uncertain Domains - an Agent based Approach with Bayesian Networks. ISDA (2) 2006: 943-950 - [c1]Wilhelm Dangelmaier, Kiran R. Mahajan, Thomas Seeger, Benjamin Klöpper, Mark Aufenanger:
Simulation assisted optimozation and real-time control aspects of flexible production systems subject to disturbances. WSC 2006: 1785-1795
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:29 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
