Benjamin Klöpper
According to our database1,
Benjamin Klöpper
authored at least 61 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension.
Algorithms, April, 2023
Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023
2022
Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification.
SIGKDD Explor., 2022
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.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022
2021
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.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021
2020
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020
2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
The way toward autonomy in industry - taxonomy, process framework, enablers, and implications.
Proceedings of the IECON 2019, 2019
Proceedings of the Discovery Science - 22nd International Conference, 2019
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.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
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.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017
BigBIA17 - Vorwort.
Proceedings of the Datenbanksysteme für Business, 2017
Proceedings of the Datenbanksysteme für Business, 2017
2016
HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses.
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.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016
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.
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.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Aufbrechen der Datensilos - Big Data Forschungsfragen aus dem Bereich Industrial Analytics.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014
2013
Proceedings of the IEEE 15th Conference on Business Informatics, 2013
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.
J. Robotics Mechatronics, 2012
A multi-objective evolutionary approach to scheduling for evolving manufacturing systems.
Evol. Syst., 2012
Eng. Appl. Artif. Intell., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
2011
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011
Decision making in adaptive manufacturing systems: Multi-objective scheduling and user interface.
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.
Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2011
Proceedings of the Applications of Graph Transformations with Industrial Relevance, 2011
2010
Planning with Utility and State Trajectory Constraints in Self-Healing Automotive Systems.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010
2009
Ein Beitrag zur Verhaltensplanung für interagierende intelligente mechatronische Systeme in nicht-deterministischen Umgebungen
PhD thesis, 2009
Proceedings of the Business Services: Konzepte, 2009
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.
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.
Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Scheduling, 2009
Probabilistic planning integrated in a multi-level dependability concept for mechatronic systems.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Control and Automation, 2009
2008
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.
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.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008
2007
Proceedings of the Dynamics in Logistics, First International Conference, 2007
OOPUS-Designer - User-friendly Master Data Maintenance through Intuitive and Interactive Visualization.
Proceedings of the ICEIS 2007, 2007
Proceedings of the Holonic and Multi-Agent Systems for Manufacturing, 2007
A Modelling Approach for Dynamic and Complex Capacities in Production Control Systems.
Proceedings of the Business Information Systems, 10th International Conference, 2007
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.
Int. Trans. Syst. Sci. Appl., 2006
Simulation assisted optimozation and real-time control aspects of flexible production systems subject to disturbances.
Proceedings of the Winter Simulation Conference WSC 2006, 2006
The Shortest Path Problem in Uncertain Domains - an Agent based Approach with Bayesian Networks.
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.
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
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