Constraint Relationships for Soft Constraints. - Alexander Schiendorfer; Jan-Philipp Steghöfer; Alexander Knapp; Florian Nafz; Wolfgang Reif (SGAI Conf., 2013)

Robust Scheduling in a Self-Organizing Hierarchy of Autonomous Virtual Power Plants. - Gerrit Anders; Alexander Schiendorfer; Jan-Philipp Steghöfer; Wolfgang Reif (ARCS Workshops, 2014)

Synthesised Constraint Models for Distributed Energy Management. - Alexander Schiendorfer; Jan-Philipp Steghöfer; Wolfgang Reif (FedCSIS, 2014)

Synthesis and Abstraction of Constraint Models for Hierarchical Resource Allocation Problems. - Alexander Schiendorfer; Jan-Philipp Steghöfer; Wolfgang Reif (ICAART (2), 2014)

Quality over Quantity in Soft Constraints. - Alexander Knapp; Alexander Schiendorfer; Wolfgang Reif (ICTAI, 2014)

Partial Valuation Structures for Qualitative Soft Constraints. - Alexander Schiendorfer; Alexander Knapp; Jan-Philipp Steghöfer; Gerrit Anders; Florian Siefert; Wolfgang Reif (Software, Services, and Systems, 2015)

Modeling Hierarchical Resources Within a Unified Ontology - A Position Paper. - Alexander Schiendorfer; Yves Wautelet; Wolfgang Reif (ICAART (2), 2015)

Active Learning for Efficient Sampling of Control Models of Collectives. - Alexander Schiendorfer; Christoph Lassner; Gerrit Anders; Wolfgang Reif; Rainer Lienhart (SASO, 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)

Abstraction of Heterogeneous Supplier Models in Hierarchical Resource Allocation. - Alexander Schiendorfer; Gerrit Anders; Jan-Philipp Steghöfer; Wolfgang Reif (Trans. Comput. Collect. Intell., 2015)

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 (Trustworthy Open Self-Organising Systems, 2016)

Towards Self-Organizing Swarms of Reconfigurable Self-Aware Robots. - Oliver Kosak; Constantin Wanninger; Andreas Angerer; Alwin Hoffmann; Alexander Schiendorfer; Hella Seebach (FAS*W@SASO/ICCAC, 2016)

Self-Organized Resource Allocation for Reconfigurable Robot Ensembles. - Julian Hanke; Oliver Kosak; Alexander Schiendorfer; Wolfgang Reif (SASO, 2018)

MiniBrass: Soft constraints for MiniZinc. - Alexander Schiendorfer; Alexander Knapp; Gerrit Anders; Wolfgang Reif (Constraints An Int. J., 2018)

Reducing Bias in Preference Aggregation for Multiagent Soft Constraint Problems. - Alexander Schiendorfer; Wolfgang Reif (CP, 2019)

A Chained Neural Network Model for Photovoltaic Power Forecast. - Carola Gajek; Alexander Schiendorfer; Wolfgang Reif (LOD, 2019)

Soft Constraints in MiniBrass: Foundations and Applications. - Alexander Schiendorfer (2019)

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 (ETFA, 2020)

Learning Controllers for Adaptive Spreading of Carbon Fiber Tows. - Julia Krützmann; Alexander Schiendorfer; Sergej Beratz; Judith Moosburger-Will; Wolfgang Reif; Siegfried Horn (LOD (2), 2020)

FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs. - Simon Stieber; Niklas Schröter; Alexander Schiendorfer; Alwin Hoffmann; Wolfgang Reif (ECML/PKDD (4), 2020)

An Interactive Web Application for Decision Tree Learning. - Miriam Elia; Carola Gajek; Alexander Schiendorfer; Wolfgang Reif (Teaching ML, 2020)

Turning Software Engineers into Machine Learning Engineers. - Alexander Schiendorfer; Carola Gajek; Wolfgang Reif (Teaching ML, 2020)

A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots. - Jonas Wilfert; Niklas Paprotta; Oliver Kosak; Simon Stieber; Alexander Schiendorfer; Wolfgang Reif (ACSOS-C, 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 (ICMLA, 2021)

Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem. - Stefan Böhm; Martin Neumayer; Oliver Kramer 002; Alexander Schiendorfer; Alois C. Knoll (CoRR, 2021)

Towards Copeland Optimization in Combinatorial Problems. - Sidhant Bhavnani; Alexander Schiendorfer (CPAIOR, 2022)

A Recommendation System for CAD Assembly Modeling Based on Graph Neural Networks. - Carola Gajek; Alexander Schiendorfer; Wolfgang Reif (ECML/PKDD (1), 2022)

A Deep Learning Bootcamp for Engineering & Management Students. - Lukas Lodes; Alexander Schiendorfer (Teaching ML, 2022)

Impact of Blemish Artefacts on Object Detection Models in Autonomous Driving: A Study on Camera Module Manufacturing Defects. - Nitin Augustine; Maximilian Schwab; Steffen Klarmann; Christian Pfefferer; Alexander Schiendorfer (ISM, 2023)

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 (ECAI, 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 (ETFA, 2024)

SmartManPy - Open Source Synthetic Manufacturing Data. - Lukas Lodes; Erik Hass; Kristina Dachtler; Alexander Schiendorfer (ISM, 2024)

SocialCOP: Reusable Building Blocks for Collective Constraint Optimization. - Julia Ruttmann; Alexander Schiendorfer (KI, 2024)