Alexander Schiendorfer

37 papers A 2B 2C 8Misc 1Journal 4Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
Am I Sure? Leveraging Expert Uncertainty for Reliable Inference in Smart Manufacturing.
ICAART (2)
Lukas Lodes, Alexander Schiendorfer
2025 C conf
A Framework to integrate Machine Learning Decision Preferences in Manufacturing Use Cases.
ETFA
Kristina Dachtler, Alexander Schiendorfer
2025 — ed.
Go Where the Bugs Are - Essays Dedicated to Wolfgang Reif on the Occasion of His 65th Birthday
Go Where the Bugs Are
Gidon Ernst, Matthias Güdemann, Alexander Knapp, Florian Nafz, Frank Ortmeier, Hella Ponsar, Gerhard Schellhorn, Alexander Schiendorfer
2025 C conf
Towards a Configurable and Reusable RL Training Infrastructure for AMRs in ROS2.
ETFA
Pauline Steffel, Jürgen Bock, Alexander Schiendorfer
2024 C conf
A Multi-Layer Machine Learning Architecture for Near Real-Time Inference in Manufacturing Based on Apache Kafka and Selective Classification.
ETFA
Lukas Lodes, Alexander Schiendorfer
2024 A conf
Gas Grid Copilot: Can a MORL Agent Assist a Dispatcher in Managing a Gas Grid?
ECAI
Alexander Schiendorfer, Gheorghe Lisca, Karima Outafraout, Lilia Michailov, Pascal Kätzel, Rudolf Felix
2024 C conf
SmartManPy - Open Source Synthetic Manufacturing Data.
ISM
Lukas Lodes, Erik Hass, Kristina Dachtler, Alexander Schiendorfer
2024 Misc conf
SocialCOP: Reusable Building Blocks for Collective Constraint Optimization.
KI
Julia Ruttmann, Alexander Schiendorfer
2023 C conf
Impact of Blemish Artefacts on Object Detection Models in Autonomous Driving: A Study on Camera Module Manufacturing Defects.
ISM
Nitin Augustine, Maximilian Schwab, Steffen Klarmann, Christian Pfefferer, Alexander Schiendorfer
2022 — conf
A Deep Learning Bootcamp for Engineering & Management Students.
Teaching ML
Lukas Lodes, Alexander Schiendorfer
2022 — conf
A Recommendation System for CAD Assembly Modeling Based on Graph Neural Networks.
ECML/PKDD (1)
Carola Gajek, Alexander Schiendorfer, Wolfgang Reif
2022 B conf
Towards Copeland Optimization in Combinatorial Problems.
CPAIOR
Sidhant Bhavnani, Alexander Schiendorfer
2021 — conf
A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots.
ACSOS-C
Jonas Wilfert, Niklas Paprotta, Oliver Kosak, Simon Stieber, Alexander Schiendorfer, Wolfgang Reif
2021 J jnl
Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem.
CoRR
Stefan Böhm, Martin Neumayer, Oliver Kramer, Alexander Schiendorfer, Alois C. Knoll
2021 C conf
PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing.
ICMLA
Simon Stieber, Niklas Schröter, Ewald Fauster, Alexander Schiendorfer, Wolfgang Reif
2020 — conf
An Interactive Web Application for Decision Tree Learning.
Teaching ML
Miriam Elia, Carola Gajek, Alexander Schiendorfer, Wolfgang Reif
2020 — conf
FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs.
ECML/PKDD (4)
Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann, Wolfgang Reif
2020 — conf
Learning Controllers for Adaptive Spreading of Carbon Fiber Tows.
LOD (2)
Julia Krützmann, Alexander Schiendorfer, Sergej Beratz, Judith Moosburger-Will, Wolfgang Reif, Siegfried Horn
2020 C conf
Towards Real-time Process Monitoring and Machine Learning for Manufacturing Composite Structures.
ETFA
Simon Stieber, Alwin Hoffmann, Alexander Schiendorfer, Wolfgang Reif, Matthias Beyrle, Jan Faber, Michaela Richter, Markus G. R. Sause
2020 — conf
Turning Software Engineers into Machine Learning Engineers.
Teaching ML
Alexander Schiendorfer, Carola Gajek, Wolfgang Reif
2019 — conf
A Chained Neural Network Model for Photovoltaic Power Forecast.
LOD
Carola Gajek, Alexander Schiendorfer, Wolfgang Reif
2019 A conf
Reducing Bias in Preference Aggregation for Multiagent Soft Constraint Problems.
CP
Alexander Schiendorfer, Wolfgang Reif
2019 — —
Soft Constraints in MiniBrass: Foundations and Applications.
Alexander Schiendorfer
2018 J jnl
MiniBrass: Soft constraints for MiniZinc.
Constraints An Int. J.
Alexander Schiendorfer, Alexander Knapp, Gerrit Anders, Wolfgang Reif
2018 — conf
Self-Organized Resource Allocation for Reconfigurable Robot Ensembles.
SASO
Julian Hanke, Oliver Kosak, Alexander Schiendorfer, Wolfgang Reif
2016 — ch.
Specification and Design of Trust-Based Open Self-Organising Systems.
Trustworthy Open Self-Organising Systems
Gerrit Anders, Florian Siefert, Alexander Schiendorfer, Hella Seebach, Jan-Philipp Steghöfer, Benedikt Eberhardinger, Oliver Kosak, Wolfgang Reif
2016 — conf
Towards Self-Organizing Swarms of Reconfigurable Self-Aware Robots.
FAS*W@SASO/ICCAC
Oliver Kosak, Constantin Wanninger, Andreas Angerer, Alwin Hoffmann, Alexander Schiendorfer, Hella Seebach
2015 J jnl
Abstraction of Heterogeneous Supplier Models in Hierarchical Resource Allocation.
Trans. Comput. Collect. Intell.
Alexander Schiendorfer, Gerrit Anders, Jan-Philipp Steghöfer, Wolfgang Reif
2015 — conf
Active Learning for Efficient Sampling of Control Models of Collectives.
SASO
Alexander Schiendorfer, Christoph Lassner, Gerrit Anders, Wolfgang Reif, Rainer Lienhart
2015 J jnl
Cooperative Resource Allocation in Open Systems of Systems.
ACM Trans. Auton. Adapt. Syst.
Gerrit Anders, Alexander Schiendorfer, Florian Siefert, Jan-Philipp Steghöfer, Wolfgang Reif
2015 — conf
Modeling Hierarchical Resources Within a Unified Ontology - A Position Paper.
ICAART (2)
Alexander Schiendorfer, Yves Wautelet, Wolfgang Reif
2015 — conf
Partial Valuation Structures for Qualitative Soft Constraints.
Software, Services, and Systems
Alexander Schiendorfer, Alexander Knapp, Jan-Philipp Steghöfer, Gerrit Anders, Florian Siefert, Wolfgang Reif
2014 B conf
Quality over Quantity in Soft Constraints.
ICTAI
Alexander Knapp, Alexander Schiendorfer, Wolfgang Reif
2014 — conf
Robust Scheduling in a Self-Organizing Hierarchy of Autonomous Virtual Power Plants.
ARCS Workshops
Gerrit Anders, Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif
2014 — conf
Synthesis and Abstraction of Constraint Models for Hierarchical Resource Allocation Problems.
ICAART (2)
Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif
2014 C conf
Synthesised Constraint Models for Distributed Energy Management.
FedCSIS
Alexander Schiendorfer, Jan-Philipp Steghöfer, Wolfgang Reif
2013 — conf
Constraint Relationships for Soft Constraints.
SGAI Conf.
Alexander Schiendorfer, Jan-Philipp Steghöfer, Alexander Knapp, Florian Nafz, Wolfgang Reif