% % This file was created by the TYPO3 extension % publications % --- Timezone: CEST % Creation date: 2024-03-29 % Creation time: 02:00:11 % --- Number of references % 31 % @Article { Spinde.2021, author = {Spinde, Timo and Rudnitckaia, Lada and Mitrovi{\'c}, Jelena and Hamborg, Felix and Granitzer, Michael and Gipp, Bela and Donnay, Karsten}, title = {Automated identification of bias inducing words in news articles using linguistic and context--oriented features}, year = {2021}, issn = {03064573}, DOI = {10.1016/j.ipm.2021.102505}, journal = {{Information Processing {\\&} Management}}, volume = {58}, pages = {102505}, number = {3} } @Inbook { Barth.2020.10MinutenSoziologie, author = {Henkel, Anna}, title = {10 Minuten Soziologie: Nachhaltigkeit}, year = {2020}, isbn = {978--3--8376--4968--0}, publisher = {Transcript}, address = {Bielefeld}, series = {10 Minuten Soziologie}, editor = {Barth, Thomas and Henkel, Anna}, keywords = {KINECT} } @Article { Henkel.2020.Climatechangein, author = {Henkel, Anna and Koehrsen, Jens and Dickel, Sascha and Pfister, Thomas and R{\"o}dder, Simone and B{\"o}schen, Stefan and Wendt, Bj{\"o}rn and Block, Katharina}, title = {Climate change in sociology: Still silent or resonating?}, year = {2020}, issn = {0011--3921}, DOI = {10.1177/0011392120902223}, journal = {Current Sociology}, pages = {1----23}, keywords = {KINECT} } @Incollection { Rehbein.2020.Digitalisierunginden, author = {Rehbein, Malte}, title = {Digitalisierung in den Geisteswissenschaften (Digital Humanities)}, year = {2020}, isbn = {978--3--662--58474--3}, booktitle = {Handbuch Industrie 4.0: Recht, Technik, Gesellschaft}, editor = {Frenz, Walter}, pages = {1425----1433} } @Incollection { Fellicious.2020, author = {Fellicious, Christofer and Weissgerber, Thomas and Granitzer, Michael}, title = {Effects of Random Seeds on the Accuracy of Convolutional Neural Networks}, year = {2020}, isbn = {978--3--030--64579--3}, DOI = {10.1007/978--3--030--64580--9{\textunderscore}8}, booktitle = {{Machine Learning, Optimization, and Data Science}}, volume = {12566}, publisher = {{Springer International Publishing}}, address = {Cham}, series = {{Lecture notes in computer science}}, editor = {Nicosia, Giuseppe and Ojha, Varun and {La Malfa}, Emanuele and Jansen, Giorgio and Sciacca, Vincenzo and Pardalos, Panos and Giuffrida, Giovanni and Umeton, Renato}, pages = {93----102} } @Article { Muth.2020.ELSA:efficientlongterm, author = {Muth, Philipp and Geihs, Matthias and Arul, Tolga and Buchmann, Johannes and Katzenbeisser, Stefan}, title = {ELSA: efficient long--term secure storage of large datasets}, year = {2020}, DOI = {10.1186/s13635--020--00108--9}, journal = {EURASIP Journal on Information Security}, number = {9} } @Incollection { Henkel.2020.GenealogieVerantwortungfur, author = {Henkel, Anna}, title = {Genealogie ------ Verantwortung f{\"u}r Nachhaltigkeit}, year = {2020}, isbn = {978--3--8376--4968--0}, booktitle = {10 Minuten Soziologie: Nachhaltigkeit}, publisher = {Transcript}, address = {Bielefeld}, series = {10 Minuten Soziologie}, editor = {Barth, Thomas and Henkel, Anna}, pages = {19----32}, keywords = {KINECT} } @Article { Hamacher.2020.GenomischeDatenund, author = {Hamacher, Kay and Katzenbeisser, Stefan and Kussel, Tobias and Stammler, Sebastian}, title = {Genomische Daten und der Datenschutz}, year = {2020}, issn = {1614--0702}, DOI = {10.1007/s11623--020--1229--9}, journal = {Datenschutz und Datensicherheit -- DuD}, volume = {44}, pages = {87----93}, number = {2} } @Book { Hennemann.2020.InteraktionundPartizipation, author = {Hennemann, Moritz}, title = {Interaktion und Partizipation: Dimensionen systemischer Bindung im Vertragsrecht}, year = {2020}, isbn = {978--3--16--159574--5}, booktitle = {Interaktion und Partizipation: Dimensionen systemischer Bindung im Vertragsrecht}, volume = {245}, publisher = {Mohr Siebeck}, address = {T{\"u}bingen}, series = {Jus Privatum} } @Incollection { Rehbein.2020.JosephWeizenbaum, author = {Rehbein, Malte}, title = {Joseph Weizenbaum}, year = {2020}, isbn = {3428112962}, booktitle = {Vockerodt -- Wettiner}, address = {Berlin}, series = {Neue Deutsche Biographie}, editor = {Kraus, Hans--Christof and Ebneth, Bernhard and Jordan, Stefan}, pages = {711----713} } @Incollection { Rehbein.2020.Kulturgutdigitalisierung, author = {Rehbein, Malte}, title = {Kulturgutdigitalisierung}, year = {2020}, isbn = {978--3--662--58474--3}, booktitle = {Handbuch Industrie 4.0: Recht, Technik, Gesellschaft}, editor = {Frenz, Walter}, pages = {1451----1473} } @Incollection { Donig.2020.MultimodalerBedeutungstransfervom, author = {Donig, Simon}, title = {Multimodaler Bedeutungstransfer vom Text zum Bild. Granulare Bildklassifikation durch Verteilungssemantik}, year = {2020}, booktitle = {DHd 2020 Spielr{\"a}ume: Digital Humanities zwischen Modellierung und Interpretation. Konferenzabstracts}, publisher = {Zenodo}, editor = {Sch{\"o}ch, Christof}, pages = {158----162} } @Incollection { Hennemann.2020.RoboAdviceund, author = {Hennemann, Moritz and Kumkar, Lea Katharina}, title = {Robo Advice und automatisierte Entscheidungen im Einzelfall}, year = {2020}, isbn = {978--3--406--72943--0}, booktitle = {Handbuch Robo Advice}, publisher = {C.H. Beck}, address = {M{\"u}nchen}, editor = {Linardatos, Dimitrios}, pages = {324----337}, keywords = {KINECT} } @Incollection { Buscher.2020.SecureTwoPartyComputation, author = {B{\"u}scher, Niklas and Demmler, Daniel and Karvelas, Nikolaos P. and Katzenbeisser, Stefan and Kr{\"a}mer, Juliane and Rathee, Deevashwer and Schneider, Thomas and Struck, Patrick}, title = {Secure Two--Party Computation in a Quantum World}, year = {2020}, isbn = {978--3--030--57807--7}, DOI = {10.1007/978--3--030--57808--4{\textunderscore}23}, booktitle = {Applied Cryptography and Network Security}, publisher = {Springer International Publishing}, address = {Cham}, series = {Lecture notes in computer science}, editor = {Conti, Mauro and Zhou, Jianying and Casalicchio, Emiliano and Spognardi, Angelo}, pages = {461----480} } @Incollection { Hennemann.2019.ArtificialIntelligenceand, author = {Hennemann, Moritz}, title = {Artificial Intelligence and Competition Law}, year = {2019}, isbn = {978--3--030--32361--5}, DOI = {10.1007/978--3--030--32361--5{\textunderscore}16}, booktitle = {Regulating Artificial Intelligence}, publisher = {Springer}, address = {Berlin Heidelberg}, editor = {Wischmeyer, Thomas and Rademacher, Timo}, pages = {361----388}, keywords = {KINECT} } @Article { .2019.DiepersonalisierteVertragsanbahnung, author = {Hennemann, Moritz}, title = {Die personalisierte Vertragsanbahnung}, year = {2019}, issn = {0003--8997}, DOI = {10.1628/acp--2019--0028}, journal = {Archiv f{\"u}r die civilistische Praxis}, volume = {219}, pages = {818----854}, number = {6} } @Incollection { Hennemann.2019.KunstlicheIntelligenzim, author = {Hennemann, Moritz}, title = {K{\"u}nstliche Intelligenz im Wettbewerb -- Rechtsrahmen, Regulierung und Perspektiven}, year = {2019}, isbn = {978--3--947526--00--0}, booktitle = {Europa neu (er)finden im digitalen Zeitalter? -- Freiheit Wohlstand und europ{\"a}ische Integration}, address = {Berlin}, editor = {Fuest, Clemens}, pages = {85----94}, keywords = {KINECT} } @Article { Buchmann.2019.Longtermintegrityprotection, author = {Buchmann, Johannes and Geihs, Matthias and Hamacher, Kay and Katzenbeisser, Stefan and Stammler, Sebastian}, title = {Long--term integrity protection of genomic data}, year = {2019}, DOI = {10.1186/s13635--019--0099--x}, journal = {EURASIP Journal on Information Security}, number = {16} } @Inproceedings { Boukoros.2019.OnTheLack, author = {Boukoros, Spyros and Humbert, Mathias and Katzenbeisser, Stefan and Troncoso, Carmela}, title = {On (The Lack Of) Location Privacy in Crowdsourcing Applications}, year = {2019}, isbn = {978--1--939133--06--9}, booktitle = {Proceedings of the 28th USENIX Security Symposium (USENIX Security)}, publisher = {The USENIX Association}, pages = {1859----1876} } @Inproceedings { Planche.03.11.201908.11.2019.SeeingBeyondAppearance, author = {Planche, Benjamin and Zakharov, Sergey and Wu, Ziyan and Hutter, Andreas and Kosch, Harald and Ilic, Slobodan}, title = {Seeing Beyond Appearance -- Mapping Real Images into Geometrical Domains for Unsupervised CAD--based Recognition}, year = {2019}, isbn = {978--1--7281--4004--9}, DOI = {10.1109/IROS40897.2019.8967829}, booktitle = {2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, publisher = {IEEE}, pages = {2579----2586} } @Article { Block.2019.SoziologiederNachhaltigkeit, author = {Block, Katharina and Brand, Karl--Werner and Henkel, Anna and Barth, Thomas and B{\"o}schen, Stefan and Dickel, Sascha and G{\"o}rgen, Benjamin and K{\"o}hrsen, Jens and Pfister, Thomas and Wendt, Bj{\"o}rn}, title = {Soziologie der Nachhaltigkeit. Zwischen Transformation und Reflexion.}, year = {2019}, DOI = {10.17879/sun--2017--2471}, journal = {Soziologie und Nachhaltigkeit ---- Beitr{\"a}ge zur sozial--{\"o}kologischen Transformationsforschung : SuN}, pages = {1----17}, number = {SuN Sonderausgabe IV}, keywords = {KINECT}, file_url = {https://www.uni--muenster.de/Ejournals/index.php/sun/article/view/2471} } @Article { Rehbein.2018.DieAsilomarAI, author = {Rehbein, Malte}, title = {Die "Asilomar AI Principles" zu K{\"u}nstlicher Intelligenz}, year = {2018}, journal = {FIfF--Kommunikation}, pages = {24----26}, number = {1}, keywords = {KINECT} } @Incollection { Zakharov.2018.KeepitUnreal, author = {Zakharov, Sergey and Planche, Benjamin and Wu, Ziyan and Hutter, Andreas and Kosch, Harald and Ilic, Slobodan}, title = {Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only}, year = {2018}, DOI = {10.1109/3DV.2018.00012}, booktitle = {International Conference on 3D Vision (3DV, 2018)}, pages = {1----11} } @Article { Hennemann.2018.KunstlicheIntelligenzund, author = {Hennemann, Moritz}, title = {K{\"u}nstliche Intelligenz und Wettbewerbsrecht}, year = {2018}, DOI = {10.15375/zwer--2018--0204}, journal = {Zeitschrift f{\"u}r Wettbewerbsrecht}, volume = {16}, pages = {161----184}, number = {2} } @Incollection { Rehbein.2016.OnEthicalissues, author = {Rehbein, Malte}, title = {On Ethical issues of Digital Humanities}, year = {2016}, isbn = {3869068426}, booktitle = {"Ei, dem alten Herrn soll' ich Achtung gern'"}, editor = {Richts, Kristina and Veit, Joachim}, pages = {631----654} } @Inproceedings { GhoshDastidar.112020, author = {Ghosh Dastidar, Kanishka and Jurgovsky, Johannes and Siblini, Wissam and He--Guelton, Liyun and Granitzer, Michael}, title = {NAG: Neural Feature Aggregation Framework for Credit Card Fraud Detection}, year = {112020}, isbn = {978--1--7281--8316--9}, DOI = {10.1109/ICDM50108.2020.00018}, booktitle = {{2020 IEEE International Conference on Data Mining (ICDM)}}, publisher = {IEEE}, pages = {92----101} } @Misc { Donig.2019.AIforthe, author = {Donig, Simon and Christoforaki, Maria and Bermeitinger, Bernhard and Handschuh, Siegfried}, title = {AI for the historical disciplines? Epistemological value, methodological challenges, perspectives and the transformation of research practices ---- the Neoclassica experience}, DOI = {10.13140/RG.2.2.34551.16803}, institution = {Conference: Digital Hermeneutics: From Research to Dissemination}, keywords = {KINECT} } @Misc { Julka.21.03.2021, author = {Julka, Sahib and Sowrirajan, Vishal and Schloetterer, Joerg and Granitzer, Michael}, title = {Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation}, abstract = {Motion behaviour is driven by several factors ---- goals, presence and actions of neighbouring agents, social relations, physical and social norms, the environment with its variable characteristics, and further. Most factors are not directly observable and must be modelled from context. Trajectory prediction, is thus a hard problem, and has seen increasing attention from researchers in the recent years. Prediction of motion, in application, must be realistic, diverse and controllable. In spite of increasing focus on multimodal trajectory generation, most methods still lack means for explicitly controlling different modes of the data generation. Further, most endeavours invest heavily in designing special mechanisms to learn the interactions in latent space. We present Conditional Speed GAN (CSG), that allows controlled generation of diverse and socially acceptable trajectories, based on user controlled speed. During prediction, CSG forecasts future speed from latent space and conditions its generation based on it. CSG is comparable to state--of--the--art GAN methods in terms of the benchmark distance metrics, while being simple and useful for simulation and data augmentation for different contexts such as fast or slow paced environments. Additionally, we compare the effect of different aggregation mechanisms and show that a naive approach of concatenation works comparable to its attention and pooling alternatives.}, file_url = {http://arxiv.org/pdf/2103.11471v1} } @Article { Hennemann..Datenrichtigkeit, author = {Hennemann, Moritz}, title = {Datenrichtigkeit}, journal = {Legal (r)evolutionary : Rechtsmagazin der digitalen Wirtschaft}, volume = {2020}, pages = {77----86} } @Misc { Caselli.23.10.2020, author = {Caselli, Tommaso and Basile, Valerio and Mitrovi{\'c}, Jelena and Granitzer, Michael}, title = {HateBERT: Retraining BERT for Abusive Language Detection in English}, abstract = {In this paper, we introduce HateBERT, a re--trained BERT model for abusive language detection in English. The model was trained on RAL--E, a large--scale dataset of Reddit comments in English from communities banned for being offensive, abusive, or hateful that we have collected and made available to the public. We present the results of a detailed comparison between a general pre--trained language model and the abuse--inclined version obtained by retraining with posts from the banned communities on three English datasets for offensive, abusive language and hate speech detection tasks. In all datasets, HateBERT outperforms the corresponding general BERT model. We also discuss a battery of experiments comparing the portability of the generic pre--trained language model and its corresponding abusive language--inclined counterpart across the datasets, indicating that portability is affected by compatibility of the annotated phenomena.}, file_url = {http://arxiv.org/pdf/2010.12472v2} } @Article { Hennemann..WettbewerbderDatenschutzrechtsordnungen, author = {Hennemann, Moritz}, title = {Wettbewerb der Datenschutzrechtsordnungen -- Zur Rezeption der Datenschutz--Grundverordnung}, journal = {RabelsZ}, volume = {2020}, number = {4} }