Alexander Schiendorfer

According to our database, Alexander Schiendorfer authored at least 31 papers between 2013 and 2024.

Collaborative distances:

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

2024

SocialCOP: Reusable Building Blocks for Collective Constraint Optimization.

Julia Ruttmann, Alexander Schiendorfer

Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

A Multi-Layer Machine Learning Architecture for Near Real-Time Inference in Manufacturing Based on Apache Kafka and Selective Classification.

Lukas Lodes, Alexander Schiendorfer

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

Gas Grid Copilot: Can a MORL Agent Assist a Dispatcher in Managing a Gas Grid?

Alexander Schiendorfer, Gheorghe Lisca, Karima Outafraout, Lilia Michailov, Pascal Kätzel, Rudolf Felix

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2022

A Deep Learning Bootcamp for Engineering & Management Students.

Lukas Lodes, Alexander Schiendorfer

Proceedings of the Third Teaching Machine Learning and Artificial Intelligence Workshop, 2022

A Recommendation System for CAD Assembly Modeling Based on Graph Neural Networks.

Carola Gajek, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Towards Copeland Optimization in Combinatorial Problems.

Sidhant Bhavnani, Alexander Schiendorfer

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2022

2021

Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem.

Stefan Böhm, Martin Neumayer, Oliver Kramer, Alexander Schiendorfer, Alois C. Knoll

CoRR, 2021

PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing.

Simon Stieber, Niklas Schröter, Ewald Fauster, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots.

Jonas Wilfert, Niklas Paprotta, Oliver Kosak, Simon Stieber, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020

Turning Software Engineers into Machine Learning Engineers.

Alexander Schiendorfer, Carola Gajek, Wolfgang Reif

Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop, 2020

An Interactive Web Application for Decision Tree Learning.

Miriam Elia, Carola Gajek, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop, 2020

FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs.

Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann, Wolfgang Reif

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Learning Controllers for Adaptive Spreading of Carbon Fiber Tows.

Julia Krützmann, Alexander Schiendorfer, Sergej Beratz, Judith Moosburger-Will, Wolfgang Reif, Siegfried Horn

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Towards Real-time Process Monitoring and Machine Learning for Manufacturing Composite Structures.

Simon Stieber, Alwin Hoffmann, Alexander Schiendorfer, Wolfgang Reif, Matthias Beyrle, Jan Faber, Michaela Richter, Markus G. R. Sause

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019

Soft Constraints in MiniBrass: Foundations and Applications.

Alexander Schiendorfer

PhD thesis, 2019

A Chained Neural Network Model for Photovoltaic Power Forecast.

Carola Gajek, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Reducing Bias in Preference Aggregation for Multiagent Soft Constraint Problems.

Alexander Schiendorfer, Wolfgang Reif

Proceedings of the Principles and Practice of Constraint Programming, 2019

2018

MiniBrass: Soft constraints for MiniZinc.

Alexander Schiendorfer, Alexander Knapp, Gerrit Anders, Wolfgang Reif

Constraints An Int. J., 2018

Self-Organized Resource Allocation for Reconfigurable Robot Ensembles.

Julian Hanke, Oliver Kosak, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2018

2016

Towards Self-Organizing Swarms of Reconfigurable Self-Aware Robots.

Oliver Kosak, Constantin Wanninger, Andreas Angerer, Alwin Hoffmann, Alexander Schiendorfer, Hella Seebach

Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Specification and Design of Trust-Based Open Self-Organising Systems.

Gerrit Anders, Florian Siefert, Alexander Schiendorfer, Hella Seebach, Jan-Philipp Steghöfer, Benedikt Eberhardinger, Oliver Kosak, Wolfgang Reif

Proceedings of the Trustworthy Open Self-Organising Systems, 2016

2015

Abstraction of Heterogeneous Supplier Models in Hierarchical Resource Allocation.

Alexander Schiendorfer, Gerrit Anders, Jan-Philipp Steghöfer, Wolfgang Reif

Trans. Comput. Collect. Intell., 2015

Cooperative Resource Allocation in Open Systems of Systems.

Gerrit Anders, Alexander Schiendorfer, Florian Siefert, Jan-Philipp Steghöfer, Wolfgang Reif

ACM Trans. Auton. Adapt. Syst., 2015

Active Learning for Efficient Sampling of Control Models of Collectives.

Alexander Schiendorfer, Christoph Lassner, Gerrit Anders, Wolfgang Reif, Rainer Lienhart

Proceedings of the 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems, 2015

Modeling Hierarchical Resources Within a Unified Ontology - A Position Paper.

Alexander Schiendorfer, Yves Wautelet, Wolfgang Reif

Proceedings of the ICAART 2015, 2015

Partial Valuation Structures for Qualitative Soft Constraints.

Alexander Schiendorfer, Alexander Knapp, Jan-Philipp Steghöfer, Gerrit Anders, Florian Siefert, Wolfgang Reif

Proceedings of the Software, 2015

2014

Quality over Quantity in Soft Constraints.

Alexander Knapp, Alexander Schiendorfer, Wolfgang Reif

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Synthesis and Abstraction of Constraint Models for Hierarchical Resource Allocation Problems.

Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif

Proceedings of the ICAART 2014, 2014

Synthesised Constraint Models for Distributed Energy Management.

Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Robust Scheduling in a Self-Organizing Hierarchy of Autonomous Virtual Power Plants.

Gerrit Anders, Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif

Proceedings of the ARCS 2014, 2014

2013

Constraint Relationships for Soft Constraints.

Alexander Schiendorfer, Jan-Philipp Steghöfer, Alexander Knapp, Florian Nafz, Wolfgang Reif

Proceedings of the Research and Development in Intelligent Systems XXX, 2013