@inbook{AndersSiefertSchiendorferetal.2016, author = {Anders, Gerrit and Siefert, Florian and Schiendorfer, Alexander and Seebach, Hella and Stegh{\"o}fer, Jan-Philipp and Eberhardinger, Benedikt and Kosak, Oliver and Reif, Wolfgang}, title = {Specification and Design of Trust-Based Open Self-Organising Systems}, booktitle = {Trustworthy Open Self-Organising Systems}, editor = {Reif, Wolfgang and Anders, Gerrit and Seebach, Hella and Stegh{\"o}fer, Jan-Philipp and Andr{\´e}, Elisabeth and H{\"a}hner, J{\"o}rg and M{\"u}ller-Schloer, Christian and Ungerer, Theo}, publisher = {Birkh{\"a}user}, address = {Cham}, isbn = {978-3-319-29201-4}, doi = {https://doi.org/10.1007/978-3-319-29201-4_2}, pages = {17 -- 54}, year = {2016}, language = {en} } @article{AndersSchiendorferSiefertetal.2015, author = {Anders, Gerrit and Schiendorfer, Alexander and Siefert, Florian and Stegh{\"o}fer, Jan-Philipp and Reif, Wolfgang}, title = {Cooperative Resource Allocation in Open Systems of Systems}, volume = {10}, pages = {11}, journal = {ACM Transactions on Autonomous and Adaptive Systems}, number = {2}, publisher = {ACM}, address = {New York}, issn = {1556-4665}, doi = {https://dl.acm.org/doi/10.1145/2700323}, year = {2015}, language = {en} } @inbook{SchiendorferAndersSteghoeferetal.2016, author = {Schiendorfer, Alexander and Anders, Gerrit and Stegh{\"o}fer, Jan-Philipp and Reif, Wolfgang}, title = {Abstraction of Heterogeneous Supplier Models in Hierarchical Resource Allocation}, booktitle = {Transactions on Computational Collective Intelligence XX}, editor = {Nguyen, Ngoc Thanh and Kowalczyk, Ryszard and Duval, B{\´e}atrice and van den Herik, Jaap and Loiseau, Stephane and Filipe, Joaquim}, publisher = {Springer}, address = {Cham}, isbn = {978-3-319-27543-7}, doi = {https://doi.org/10.1007/978-3-319-27543-7_2}, pages = {23 -- 53}, year = {2016}, language = {en} } @inproceedings{BhavnaniSchiendorfer2022, author = {Bhavnani, Sidhant and Schiendorfer, Alexander}, title = {Towards copeland optimization in combinatorial problems}, booktitle = {Integration of Constraint Programming, Artificial Intelligence, and Operations Research; 19th International Conference, CPAIOR 2022, Los Angeles, CA, USA, June 20-23, 2022; Proceedings}, editor = {Schaus, Pierre}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-08010-4}, doi = {https://doi.org/10.1007/978-3-031-08011-1_4}, pages = {34 -- 43}, year = {2022}, language = {en} } @inproceedings{KosakWanningerAngereretal.2016, author = {Kosak, Oliver and Wanninger, Constantin and Angerer, Andreas and Hoffmann, Alwin and Schiendorfer, Alexander and Seebach, Hella}, title = {Towards Self-organizing Swarms of Reconfigurable Self-aware Robots}, booktitle = {Proceedings: IEEE 1st International Workshops on Foundations and Applications of Self-* Systems (FAS-W 2016)}, editor = {Elnikety, Sameh and Lewis, Peter R. and M{\"u}ller-Schloer, Christian}, publisher = {IEEE}, address = {Los Alamitos}, isbn = {978-1-5090-3651-6}, doi = {https://doi.org/10.1109/FAS-W.2016.52}, pages = {204 -- 209}, year = {2016}, language = {en} } @inproceedings{StieberSchroeterFausteretal.2021, author = {Stieber, Simon and Schr{\"o}ter, Niklas and Fauster, Ewald and Schiendorfer, Alexander and Reif, Wolfgang}, title = {PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing}, booktitle = {Proceedings: 20th IEEE International Conference on Machine Learning and Applications (ICMLA 2021)}, editor = {Wani, M. Arif and Sethi, Ishwar and Shi, Weisong and Qu, Guangzhi and Raicu, Daniela Stan and Jin, Ruoming}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-6654-4337-1}, doi = {https://doi.org/10.1109/ICMLA52953.2021.00116}, pages = {694 -- 697}, year = {2021}, language = {en} } @inproceedings{StieberSchroeterSchiendorferetal.2021, author = {Stieber, Simon and Schr{\"o}ter, Niklas and Schiendorfer, Alexander and Hoffmann, Alwin and Reif, Wolfgang}, title = {FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs}, booktitle = {Machine Learning and Knowledge Discovery in Databases, Applied Data Science Track, Proceedings, Part IV}, editor = {Dong, Yuxiao and Mladenić, Dunja and Saunders, Craig}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-67667-4}, doi = {https://doi.org/10.1007/978-3-030-67667-4_25}, pages = {411 -- 426}, year = {2021}, language = {en} } @inproceedings{HankeKosakSchiendorferetal.2018, author = {Hanke, Julian and Kosak, Oliver and Schiendorfer, Alexander and Reif, Wolfgang}, title = {Self-organized Resource Allocation for Reconfigurable Robot Ensembles}, booktitle = {2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)}, publisher = {IEEE}, address = {Los Alamitos}, isbn = {978-1-5386-5172-8}, doi = {https://doi.org/10.1109/SASO.2018.00022}, pages = {110 -- 119}, year = {2018}, language = {en} } @inproceedings{SchiendorferGajekReif2021, author = {Schiendorfer, Alexander and Gajek, Carola and Reif, Wolfgang}, title = {Turning Software Engineers into Machine Learning Engineers}, booktitle = {Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop}, number = {141}, editor = {Bischl, Bernd and Guhr, Oliver and Seibold, Heidi and Steinbach, Peter}, publisher = {PMLR}, address = {[s. l.]}, url = {https://proceedings.mlr.press/v141/schiendorfer21a.html}, pages = {36 -- 41}, year = {2021}, language = {en} } @inproceedings{SchiendorferSteghoeferReif2014, author = {Schiendorfer, Alexander and Stegh{\"o}fer, Jan-Philipp and Reif, Wolfgang}, title = {Synthesised Constraint Models for Distributed Energy Management}, booktitle = {Proceedings of the 2014 Federated Conference on Computer Science and Information Systems (FedCSIS)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-83-60810-58-3}, url = {https://ieeexplore.ieee.org/document/6933199}, pages = {1529 -- 1538}, year = {2014}, language = {en} }