@bookBurs_Gries_2022, series=Working Papers CIE, title=Decision-making under Imperfect Information with Bayesian Learning or Heuristic Rules, volume=No. 149, publisher= Paderborn University, CIE Center for International Economics, author=Burs, Carina and Gries, Thomas, year=2022, collection=Working Papers CIE 

@inproceedingsQudus_Röder_Saleem_Ngonga Ngomo, place=Cham, title=HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs, DOI=10.1007/978-3-031-19433-7_27, booktitle=The Semantic Web -- ISWC 2022, publisher=Springer International Publishing, author=Qudus, Umair and Röder, Michael and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille, editor=Sattler, Ulrike and Hogan, Aidan and Keet, Maria and Presutti, Valentina, pages=462--480 

@articleBloh_Caruso_2022, title=Ein kritisch-multiperspektivischer Blick auf Forschendes Lernen in der Lehrkräftebildung, volume=8, DOI=10.3278/HSL2221W, number=21, journal=die hochschullehre, publisher=wbv , author=Bloh, Thiemo and Caruso, Carina, year=2022, pages=299–312 

@articleBartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title=Systematizing the lexicon of platforms in information systems: a data-driven study, volume=32, DOI=10.1007/s12525-022-00530-6, journal=Electronic Markets, publisher=Springer Science and Business Media LLC, author=Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda and Beverungen, Daniel, year=2022, pages=375–396 

@inproceedingsAfifi_Sauer_Karl_2021, place=Hyderabad, India, title=Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding, booktitle=2021 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) (ANTS’21), author=Afifi, Haitham and Sauer, Fabian Jakob and Karl, Holger, year=2021 

@inproceedingsAfifi_Guenther_Brendel_Karl_Kellermann_2021, title=Reinforcement Learning-based Microphone Selection in Wireless Acoustic Sensor Networks considering Network and Acoustic Utilities, booktitle=14. ITG Conference on Speech Communication (ITG 2021), author=Afifi, Haitham and Guenther, Michael and Brendel, Andreas and Karl, Holger and Kellermann, Walter, year=2021 

@inproceedingsHasnain_Karl, title=Learning Flow Scheduling, DOI=https://doi.org/10.1109/CCNC49032.2021.9369514, booktitle=2021 IEEE 18th Annual Consumer Communications &; Networking Conference (CCNC), publisher=IEEE Computer Society, author=Hasnain, Asif and Karl, Holger 

@articleDrumm_Müller_Stenzel_2021, title=Digitale Räume geben und nehmen: Unterrichtsinteraktion in DSH-Kursen während der COVID-19-Pandemie, volume=48, DOI=10.1515/infodaf-2021-0069, number=5, journal=Informationen Deutsch als Fremdsprache, author=Drumm, Sandra and Müller, Mareike and Stenzel, Nadja, year=2021, pages=496–515 

@inproceedingsBäumer_Kersting_Denisov_Geierhos_2021, title=IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING, booktitle=PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, publisher=IADIS, author=Bäumer, Frederik Simon and Kersting, Joschka and Denisov, Sergej and Geierhos, Michaela, year=2021, pages=221--225 

@inproceedingsHöper_2021, place=New York, NY, USA, series=Koli Calling ’21, title=Developing and Evaluating the Concept Data Awareness for K12 Computing Education, DOI=10.1145/3488042.3490509, booktitle=21st Koli Calling International Conference on Computing Education Research, publisher=Association for Computing Machinery, author=Höper, Lukas, year=2021, collection=Koli Calling ’21 

@articleWever_Tornede_Mohr_Hüllermeier_2021, title=AutoML for Multi-Label Classification: Overview and Empirical Evaluation, DOI=10.1109/tpami.2021.3051276, journal=IEEE Transactions on Pattern Analysis and Machine Intelligence, author=Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke, year=2021, pages=1–1 

@inproceedingsHasnain_Karl, title=Learning Coflow Admissions, DOI=10.1109/INFOCOMWKSHPS51825.2021.9484599, booktitle=IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), publisher=IEEE Communications Society, author=Hasnain, Asif and Karl, Holger 

@inproceedingsAfifi_Ramaswamy_Karl_2021, title=A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks, booktitle=2021 IEEE 18th Annual Consumer Communications \'26; Networking Conference (CCNC) (CCNC 2021), author=Afifi, Haitham and Ramaswamy, Arunselvan and Karl, Holger, year=2021 

@inproceedingsSchneider_Qarawlus_Karl_2021, title=Distributed Online Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Distributed Computing Systems (ICDCS), publisher=IEEE, author=Schneider, Stefan Balthasar and Qarawlus, Haydar and Karl, Holger, year=2021 

@inproceedingsSander_Lange_Hilleringmann_Geneis_Hedayat_Kuhn_Gockel_2021, place=Valencia, Spain , title=Detection of Defects on Irregular Structured Surfaces by Image Processing Methods for Feature Extraction, DOI=10.1109/icit46573.2021.9453646, booktitle=22nd IEEE International Conference on Industrial Technology (ICIT), publisher=IEEE, author=Sander, Tom and Lange, Sven and Hilleringmann, Ulrich and Geneis, Volker and Hedayat, Christian and Kuhn, Harald and Gockel, Franz-Barthold, year=2021 

@articleSchneider_Khalili_Manzoor_Qarawlus_Schellenberg_Karl_Hecker_2021, title=Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning, DOI=10.1109/TNSM.2021.3076503, journal=Transactions on Network and Service Management, publisher=IEEE, author=Schneider, Stefan Balthasar and Khalili, Ramin and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Hecker, Artur, year=2021 

@inproceedingsDamke_Hüllermeier_2021, series=Lecture Notes in Computer Science, title=Ranking Structured Objects with Graph Neural Networks, volume=12986, DOI=10.1007/978-3-030-88942-5, booktitle=Proceedings of The 24th International Conference on Discovery Science (DS 2021), publisher=Springer, author=Damke, Clemens and Hüllermeier, Eyke, editor=Soares, Carlos and Torgo, Luis, year=2021, pages=166–180, collection=Lecture Notes in Computer Science 

@articlePrester_Wagner_Schryen_Hassan_2021, title=Classifying the Ideational Impact of Information Systems Review Articles: A Content-Enriched Deep Learning Approach, volume=140, number=Januar3432, journal=Decision Support Systems, author=Prester, Julian and Wagner, Gerit and Schryen, Guido and Hassan, Nik Rushdi, year=2021 

@bookSchneider_Karl_Khalili_Hecker_2021, title=DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning, author=Schneider, Stefan Balthasar and Karl, Holger and Khalili, Ramin and Hecker, Artur, year=2021 

@inbookGerholz_Goller_2021, place=Wiesbaden, title=Theorie-Praxis-Verzahnung in der Wirtschaftspädagogik: Potenziale und Grenzen des Lernortes Praxis, DOI=10.1007/978-3-658-32568-8_22, booktitle=Edition Fachdidaktiken, publisher=Springer, author=Gerholz, Karl-Heinz and Goller, Michael, editor=Caruso, Carina and Harteis, Christian and Gröschner, Alexander, year=2021, pages=393–419 

@articleBonanati_Buhl_2021, title=The digital home learning environment and its relation to children’s ICT self-efficacy, volume=25, DOI=10.1007/s10984-021-09377-8, number=2, journal=Learning Environments Research, publisher=Springer Science and Business Media LLC, author=Bonanati, Sabrina and Buhl, Heike M., year=2021, pages=485–505 

@articleGoller_Caruso_Harteis_2021, title=Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers, volume=8, DOI=10.13152/IJRVET.8.2.4., number=2, journal=International Journal for Research in Vocational Education and Training, author=Goller, Michael and Caruso, Carina and Harteis, Christian, year=2021, pages=208–223 

@inbookBerisha-Gawlowski_Caruso_Harteis_2021, place=Cham, title=The Concept of a Digital Twin and Its Potential for Learning Organizations, DOI=10.1007/978-3-030-55878-9_6, booktitle=Digital Transformation of Learning Organizations  , publisher=Springer, author=Berisha-Gawlowski,10.1007/978-3-030-55878-9_6__Angelina and Caruso, Carina and Harteis, Christian, editor=Ifenthaler, Dirk and Hofhues, Sandra and Egloffstein, Marc and Helbig, Christian, year=2021, pages=95–114 

@bookSchneider_2021, title=Conventional and Machine Learning Approaches for Network and Service Coordination, author=Schneider, Stefan Balthasar, year=2021 

@inproceedingsMüller_Caron_Döring_Heuwinkel_Baumeister, title=PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data, booktitle=8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), author=Müller, Oliver and Caron, Matthew and Döring, Michael and Heuwinkel, Tim and Baumeister, Jochen 

@articleBruns_Gasteiger_Strahl_2021, title=Conceptualising and measuring domain-specific content knowledge of early childhood educators: A systematic review, volume=9, DOI=10.1002/rev3.3255, number=2, journal=Review of Education, publisher=Wiley, author=Bruns, Julia and Gasteiger, Hedwig and Strahl, Carolin, year=2021, pages=500–538 

@inproceedingsSchneider_Manzoor_Qarawlus_Schellenberg_Karl_Khalili_Hecker_2020, title=Self-Driving Network and Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Network and Service Management (CNSM), publisher=IEEE, author=Schneider, Stefan Balthasar and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Khalili, Ramin and Hecker, Artur, year=2020 

@inproceedingsKersting_Bäumer_2020, title=SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH, booktitle=PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, publisher=IADIS, author=Kersting, Joschka and Bäumer, Frederik Simon, year=2020, pages=119--123 

@inproceedingsKersting_Geierhos_2020, place=Setúbal, Portugal, title=Aspect Phrase Extraction in Sentiment Analysis with Deep Learning, booktitle=Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), publisher=SCITEPRESS, author=Kersting, Joschka and Geierhos, Michaela, year=2020, pages=391--400 

@articleHarteis_Goller_Caruso_2020, title=Conceptual Change in the Face of Digitalization, volume=5, DOI=10.3389/feduc.2020.00001, number=1, journal=Frontiers in Education, author=Harteis, Christian and Goller, Michael and Caruso, Carina, year=2020 

@articleCaruso_Adammek_Bonanati_Wiescholek_2020, title=Motivierende Lernzugänge als Ausgangspunkt der Professionalisierung angehender Lehrer_innen, volume=3, DOI=10.4119/hlz-2540, number=1, journal=Herausforderung Lehrer*innenbildung - Zeitschrift Zur Konzeption, Gestaltung Und Diskussion, author=Caruso, Carina and Adammek, Christine and Bonanati, Sabrina and Wiescholek, Sybille, year=2020, pages=18–33 

@articleHahn_2020, title=Informationskompetenz durch E-Learning? Durch Lernvideos nach Literatur suchen, number=6, journal=die hochschullehre, author=Hahn, Charlotte Anna, year=2020 

@inproceedingsSeiler_Pohl_Bossek_Kerschke_Trautmann_2020, place=Berlin, Heidelberg, title=Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem, DOI=10.1007/978-3-030-58112-1_4, booktitle=Parallel Problem Solving from Nature (PPSN XVI), publisher=Springer-Verlag, author=Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike, year=2020, pages=48–64 

@articleSzopinski_2019, title=Squaring the circle: Business model teaching in large classroom settings, volume=7, number=3, journal=Journal of Business Models, author=Szopinski, Daniel, year=2019, pages=90–100 

@inproceedingsSchumacher_Rezat, place=Utrecht, the Netherlands, title=A Hypothetical Learning Trajectory for the Learning of the Rules for Manipulating Integers, booktitle=Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERM, February 6 – 10, 2019), publisher=Freudenthal Group &; Freudenthal Institute, Utrecht University and ERME, author=Schumacher, Jan and Rezat, Sebastian, editor=Jankvist, Uffe Thomas and Van den Heuvel-Panhuizen, Marja and Veldhuis, MichielEditors 

@inproceedingsRedder_Ramaswamy_Quevedo_2019, title=Deep reinforcement learning for scheduling in large-scale networked control systems, booktitle=Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, author=Redder, Adrian and Ramaswamy, Arunselvan and Quevedo, Daniel, year=2019 

@inproceedingsSchlichtig_Opel_Budde_Schulte_2019, title=Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material, volume=12, booktitle=ISSEP 2019 - 12th International conference on informatics in schools: Situation, evaluation and perspectives, Local Proceedings, author=Schlichtig, Michael and Opel, Simone Anna and Budde, Lea and Schulte, Carsten, editor=Jasut, Egl and Pozdniakov, Sergei, year=2019, pages=65–73 

@articleCasalicchio_Bossek_Lang_Kirchhoff_Kerschke_Hofner_Seibold_Vanschoren_Bischl_2019, title=OpenML: An R Package to Connect to the Machine Learning Platform OpenML, volume=34, DOI=10.1007/s00180-017-0742-2, number=3, journal=Computational Statistics, author=Casalicchio, Giuseppe and Bossek, Jakob and Lang, Michel and Kirchhoff, Dominik and Kerschke, Pascal and Hofner, Benjamin and Seibold, Heidi and Vanschoren, Joaquin and Bischl, Bernd, year=2019, pages=977–991 

@inbookHarteis_Fischer_2018, place=Berlin, Heidelberg, title=Wissensmanagement unter Bedingungen von Arbeit 4.0, booktitle=Handbuch Gestaltung digitaler und vernetzter Arbeitswelten, publisher=Springer, author=Harteis, Christian and Fischer, Christoph, editor=Maier, Günter W. and Engels, Gregor and Steffen, EckhardEditors, year=2018, pages=1--18 

@inbookFischer_Goller_Brinkmann_Harteis_2018, place=Cham, title=Digitalisation of Work: Between Affordances and Constraints for Learning at Work, booktitle=Digital Workplace Learning, publisher=Springer, author=Fischer, Christoph and Goller, Michael and Brinkmann, Lorraine and Harteis, Christian, editor=Ifenthaler, DirkEditor, year=2018, pages=227--249 

@inproceedingsWever_Mohr_Hüllermeier_2018, title=ML-Plan for Unlimited-Length Machine Learning Pipelines, booktitle=ICML 2018 AutoML Workshop, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2018 

@articleKim_Lee_Dollmann_Geierhos_2018, title=Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure, volume=112, DOI=10.14257/ijast.2018.112.12, journal=International Journal of Advanced Science and Technology, publisher=SERSC Australia, author=Kim, Yeongsu10.14257/ijast.2018.112.12__and Lee, Seungwoo and Dollmann, Markus and Geierhos, Michaela, year=2018, pages=123–136 

@articleWeishäupl_Yasasin_Schryen_2018, title=Information Security Investments: An Exploratory Multiple Case Study on Decision-Making, Evaluation and Learning, volume=77, journal=Computers &; Security, publisher=Elsevier, author=Weishäupl, Eva and Yasasin, Emrah and Schryen, Guido, year=2018, pages=807–823 

@articleGorges_Neumann_Wild_Stranghöner_Lütje-Klose_2018, title=Reciprocal effects between self-concept of ability and performance: A longitudinal study of children with learning disabilities in inclusive versus exclusive elementary education, volume=61, DOI=10.1016/j.lindif.2017.11.005, journal=Learning and Individual Differences, publisher=Elsevier BV, author=Gorges, Julia and Neumann, Phillip and Wild, Elke and Stranghöner, Daniela and Lütje-Klose, Birgit, year=2018, pages=11–20 

@articleKerschke_Kotthoff_Bossek_Hoos_Trautmann_2018, title=Leveraging TSP Solver Complementarity through Machine Learning, volume=26, DOI=10.1162/evco_a_00215, number=4, journal=Evolutionary Computation, author=Kerschke, Pascal and Kotthoff, Lars and Bossek, Jakob and Hoos, Holger H. and Trautmann, Heike, year=2018, pages=597–620 

@articleFust_Jenert_Winkler_2018, title=Experiential or Self-Regulated Learning: A Critical Reflection of Entrepreneurial Learning Processes, volume=8, number=2, journal=Entrepreneurship Research Journal, publisher=de @Gruyter, author=Fust, Alexander Paul and Jenert, Tobias and Winkler, Christoph, year=2018, pages=1–11 

@bookGoller_2017, place=Wiesbaden, title=Human agency at work: An active approach towards expertise development, DOI=10.1007/978-3-658-18286-1, publisher=Springer, author=Goller, Michael, year=2017 

@articleScholz_Dorner_Schryen_Benlian_2017, title=A configuration-based recommender system for supporting e-commerce decisions, volume=259, number=1, journal=European Journal of Operational Research, publisher=Elsevier, author=Scholz, Michael and Dorner, Verena and Schryen, Guido and Benlian, Alexander, year=2017, pages=205–215 

@articleKim_Lee_Dollmann_Geierhos_2017, title=Semantic Annotation of Software Requirements with Language Frame, volume=4, number=2, journal=International Journal of Software Engineering for Smart Device, publisher=Global Vision School Publication, author=Kim, Yeong-Su and Lee, Seung-Woo  and Dollmann, Markus and Geierhos, Michaela, year=2017, pages=1–6 

@inbookPaloniemi_Goller_2017, place=Cham, title=The Multifaceted Nature of Agency and Professional Learning, DOI=10.1007/978-3-319-60943-0_23, booktitle=Agency at work: An agentic perspective on professional learning and development, publisher=Springer International Publishing, author=Paloniemi, Susanna and Goller, Michael, editor=Goller, Michael and Paloniemi, Susanna, year=2017, pages=465–478