Jochen Deuse
Orcid: 0000-0003-4066-4357
According to our database1,
Jochen Deuse
authored at least 44 papers
between 2006 and 2024.
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Bibliography
2024
Obstacles and opportunities for learning from demonstration in practical industrial assembly: A systematic literature review.
Robotics Comput. Integr. Manuf., April, 2024
J. Intell. Manuf., April, 2024
A review and classification of scheduling objectives in unpaced flow shops for discrete manufacturing.
J. Sched., February, 2024
A Comparative Study of Machine Learning Approaches for Anomaly Detection in Industrial Screw Driving Data.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
Int. J. Prod. Res., August, 2023
Pipeline for the Automatic Extraction of Procedural Knowledge from Assembly Instructions into Controlled Natural Language.
J. Softw., February, 2023
Data-driven approach for diagnostic analysis of dynamic bottlenecks in serial manufacturing systems.
CoRR, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
A Cost-Efficient Robotic Through-Hole Assembly System for Dual-Pin Component Insertion.
Proceedings of the 11th International Conference on Control, Mechatronics and Automation, 2023
Towards Smart Manufacturing using Reinforcement Learning in a Sparse-Rewarded Environment for Through-Hole Technology.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023
2022
Adaptive similarity search for the retrieval of rare events from large time series databases.
Adv. Eng. Informatics, 2022
Proceedings of the Software Engineering and Formal Methods. SEFM 2022 Collocated Workshops, 2022
Comparative Study of Methods for the Real-Time Detection of Dynamic Bottlenecks in Serial Production Lines.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022
Automated Multi-sensory Data Collection System for Continuous Monitoring of Refrigerating Appliances Recycling Plants.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the Machine Learning under Resource Constraints - Volume 3: Applications, 2022
2021
Towards integrated Data Analysis Quality: Criteria for the application of Industrial Data Science.
Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021
Margin-based Greedy Shapelet Search for Robust Time Series Classification of Imbalanced Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Reduction of Human Effort in Technical Cleanliness Inspection Through Advanced Image Processing Approaches.
Proceedings of the Advances in Manufacturing, Production Management and Process Control, 2021
Applying Packing Problems to Optimize Throughput Time and Human Ergonomics in Project Shops.
Proceedings of the Advances in Manufacturing, Production Management and Process Control, 2021
2020
A framework for System Excellence assessment of production systems, based on lean thinking, business excellence, and factory physics.
Int. J. Prod. Res., 2020
Predictive model-based quality inspection using Machine Learning and Edge Cloud Computing.
Adv. Eng. Informatics, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the Advances in Human Factors and Systems Interaction, 2020
2019
Practical Framework for Advanced Quality-based Process Control in Interlinked Manufacturing Processes.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019
Proceedings of the IECON 2019, 2019
The Power of Six: Relation Between Time and Money in Manufacturing for Segments of the Value Stream.
Proceedings of the 6th European Lean Educator Conference, 2019
Automatic Particle Classification Through Deep Learning Approaches for Increasing Productivity in the Technical Cleanliness Laboratory.
Proceedings of the Advances in Human Factors and Systems Interaction, 2019
Automatic Generation of Methods-Time Measurement Analyses for Assembly Tasks from Motion Capture Data Using Convolutional Neuronal Networks - A Proof of Concept.
Proceedings of the Advances in Human Factors and Systems Interaction, 2019
2018
Similarity-search and Prediction Based Process Parameter Adaptation for Quality Improvement in Interlinked Manufacturing Processes.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018
Enabling of Predictive Maintenance in the Brownfield through Low-Cost Sensors, an IIoT-Architecture and Machine Learning.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Bottleneck Prediction Using the Active Period Method in Combination with Buffer Inventories.
Proceedings of the Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing, 2017
2016
Smart Data Analytics zur Identifikation dynamischer Engpässe in Flexiblen Fertigungssystemen.
Autom., 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
2015
Reliable shop floor bottleneck detection for flow lines through process and inventory observations: the bottleneck walk.
Logist. Res., 2015
2014
Intelligent Utilization of Digital Manufacturing Data in Modern Product Emergence Processes.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
2013
J. Intell. Manuf., 2013
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013
Renaissance of Group Technology: Reducing Variability to Match Lean Production Prerequisites.
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013
2012
Proceedings of the IEEE Global Engineering Education Conference, 2012
2011
Process and Human Safety in Human-Robot-Interaction - A Hybrid Assistance System for Welding Applications.
Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011
2010
Approach to reduce costs in a warehouse with simultaneous increase of the system's flexibility.
Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, 2010
2006
Proceedings of the Winter Simulation Conference WSC 2006, 2006