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112 Publications
2021 | Journal Article | LibreCat-ID: 21004
AutoML for Multi-Label Classification: Overview and Empirical Evaluation
M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 1–1.
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| DOI
M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 1–1.
2021 | Conference Paper | LibreCat-ID: 21005
Learning Coflow Admissions
A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.
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A. Hasnain, H. Karl, in: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE Communications Society, n.d.
2021 | Conference Paper | LibreCat-ID: 21479
A Reinforcement Learning QoI/QoS-Aware Approach in Acoustic Sensor Networks
H. Afifi, A. Ramaswamy, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021), 2021.
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H. Afifi, A. Ramaswamy, H. Karl, in: 2021 IEEE 18th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2021), 2021.
2021 | Conference Paper | LibreCat-ID: 21543 | 
Distributed Online Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference on Distributed Computing Systems (ICDCS), IEEE, 2021.
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S.B. Schneider, H. Qarawlus, H. Karl, in: IEEE International Conference on Distributed Computing Systems (ICDCS), IEEE, 2021.
2021 | Conference Paper | LibreCat-ID: 22481
Detection of Defects on Irregular Structured Surfaces by Image Processing Methods for Feature Extraction
T. Sander, S. Lange, U. Hilleringmann, V. Geneis, C. Hedayat, H. Kuhn, F.-B. Gockel, in: 22nd IEEE International Conference on Industrial Technology (ICIT), IEEE, Valencia, Spain , 2021.
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T. Sander, S. Lange, U. Hilleringmann, V. Geneis, C. Hedayat, H. Kuhn, F.-B. Gockel, in: 22nd IEEE International Conference on Industrial Technology (ICIT), IEEE, Valencia, Spain , 2021.
2021 | Journal Article | LibreCat-ID: 21808 |
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, R. Khalili, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, A. Hecker, Transactions on Network and Service Management (2021).
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| Files available
| DOI
S.B. Schneider, R. Khalili, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, A. Hecker, Transactions on Network and Service Management (2021).
2021 | Conference Paper | LibreCat-ID: 27381
Ranking Structured Objects with Graph Neural Networks
C. Damke, E. Hüllermeier, in: C. Soares, L. Torgo (Eds.), Proceedings of The 24th International Conference on Discovery Science (DS 2021), Springer, 2021, pp. 166–180.
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| DOI
| arXiv
C. Damke, E. Hüllermeier, in: C. Soares, L. Torgo (Eds.), Proceedings of The 24th International Conference on Discovery Science (DS 2021), Springer, 2021, pp. 166–180.
2021 | Journal Article | LibreCat-ID: 20212 |
Classifying the Ideational Impact of Information Systems Review Articles: A Content-Enriched Deep Learning Approach
J. Prester, G. Wagner, G. Schryen, N.R. Hassan, Decision Support Systems 140 (2021).
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J. Prester, G. Wagner, G. Schryen, N.R. Hassan, Decision Support Systems 140 (2021).
2021 | Working Paper | LibreCat-ID: 33854 |
DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning
S.B. Schneider, H. Karl, R. Khalili, A. Hecker, DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning, 2021.
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S.B. Schneider, H. Karl, R. Khalili, A. Hecker, DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning, 2021.
2021 | Book Chapter | LibreCat-ID: 29102
Theorie-Praxis-Verzahnung in der Wirtschaftspädagogik: Potenziale und Grenzen des Lernortes Praxis
K.-H. Gerholz, M. Goller, in: C. Caruso, C. Harteis, A. Gröschner (Eds.), Edition Fachdidaktiken, Springer, Wiesbaden, 2021, pp. 393–419.
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K.-H. Gerholz, M. Goller, in: C. Caruso, C. Harteis, A. Gröschner (Eds.), Edition Fachdidaktiken, Springer, Wiesbaden, 2021, pp. 393–419.
2021 | Journal Article | LibreCat-ID: 32558 |
The digital home learning environment and its relation to children’s ICT self-efficacy
S. Bonanati, H.M. Buhl, Learning Environments Research 25 (2021) 485–505.
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S. Bonanati, H.M. Buhl, Learning Environments Research 25 (2021) 485–505.
2021 | Journal Article | LibreCat-ID: 35202
Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers
M. Goller, C. Caruso, C. Harteis, International Journal for Research in Vocational Education and Training 8 (2021) 208–223.
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| DOI
M. Goller, C. Caruso, C. Harteis, International Journal for Research in Vocational Education and Training 8 (2021) 208–223.
2021 | Book Chapter | LibreCat-ID: 35464
The Concept of a Digital Twin and Its Potential for Learning Organizations
Angelina Berisha-Gawlowski, C. Caruso, C. Harteis, in: D. Ifenthaler, S. Hofhues, M. Egloffstein, C. Helbig (Eds.), Digital Transformation of Learning Organizations , Springer, Cham, 2021, pp. 95–114.
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| DOI
Angelina Berisha-Gawlowski, C. Caruso, C. Harteis, in: D. Ifenthaler, S. Hofhues, M. Egloffstein, C. Helbig (Eds.), Digital Transformation of Learning Organizations , Springer, Cham, 2021, pp. 95–114.
2021 | Working Paper | LibreCat-ID: 35889 |
Conventional and Machine Learning Approaches for Network and Service Coordination
S.B. Schneider, Conventional and Machine Learning Approaches for Network and Service Coordination, 2021.
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S.B. Schneider, Conventional and Machine Learning Approaches for Network and Service Coordination, 2021.
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
2021 | Journal Article | LibreCat-ID: 34822
Conceptualising and measuring domain-specific content knowledge of early childhood educators: A systematic review
J. Bruns, H. Gasteiger, C. Strahl, Review of Education 9 (2021) 500–538.
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| DOI
| WoS
J. Bruns, H. Gasteiger, C. Strahl, Review of Education 9 (2021) 500–538.
2020 | Conference Paper | LibreCat-ID: 19609 |
Self-Driving Network and Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, R. Khalili, A. Hecker, in: IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
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S.B. Schneider, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, R. Khalili, A. Hecker, in: IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
2020 | Conference Paper | LibreCat-ID: 18686
SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH
J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
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J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
2020 | Conference Paper | LibreCat-ID: 15580
Aspect Phrase Extraction in Sentiment Analysis with Deep Learning
J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.
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J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.
2020 | Journal Article | LibreCat-ID: 35313
Conceptual Change in the Face of Digitalization
C. Harteis, M. Goller, C. Caruso, Frontiers in Education 5 (2020).
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| DOI
C. Harteis, M. Goller, C. Caruso, Frontiers in Education 5 (2020).
2020 | Journal Article | LibreCat-ID: 35298
Motivierende Lernzugänge als Ausgangspunkt der Professionalisierung angehender Lehrer_innen
C. Caruso, C. Adammek, S. Bonanati, S. Wiescholek, Herausforderung Lehrer*innenbildung - Zeitschrift Zur Konzeption, Gestaltung Und Diskussion 3 (2020) 18–33.
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| DOI
C. Caruso, C. Adammek, S. Bonanati, S. Wiescholek, Herausforderung Lehrer*innenbildung - Zeitschrift Zur Konzeption, Gestaltung Und Diskussion 3 (2020) 18–33.
2020 | Journal Article | LibreCat-ID: 33299 |
Informationskompetenz durch E-Learning? Durch Lernvideos nach Literatur suchen
C.A. Hahn, die hochschullehre (2020).
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C.A. Hahn, die hochschullehre (2020).
2020 | Conference Paper | LibreCat-ID: 48897
Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem
M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.
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| DOI
M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.
2019 | Journal Article | LibreCat-ID: 9853
Squaring the circle: Business model teaching in large classroom settings
D. Szopinski, Journal of Business Models 7 (2019) 90–100.
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D. Szopinski, Journal of Business Models 7 (2019) 90–100.
2019 | Conference Paper | LibreCat-ID: 13107
A Hypothetical Learning Trajectory for the Learning of the Rules for Manipulating Integers
J. Schumacher, S. Rezat, in: U.T. Jankvist, M. Van den Heuvel-Panhuizen, M. Veldhuis (Eds.), Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11, February 6 – 10, 2019), Freudenthal Group & Freudenthal Institute, Utrecht University and ERME, Utrecht, the Netherlands, n.d.
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J. Schumacher, S. Rezat, in: U.T. Jankvist, M. Van den Heuvel-Panhuizen, M. Veldhuis (Eds.), Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11, February 6 – 10, 2019), Freudenthal Group & Freudenthal Institute, Utrecht University and ERME, Utrecht, the Netherlands, n.d.
2019 | Conference Paper | LibreCat-ID: 13443 |
Deep reinforcement learning for scheduling in large-scale networked control systems
A. Redder, A. Ramaswamy, D. Quevedo, in: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2019.
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A. Redder, A. Ramaswamy, D. Quevedo, in: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2019.
2019 | Conference Paper | LibreCat-ID: 15332
Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material
M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov (Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.
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M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov (Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.
2019 | Journal Article | LibreCat-ID: 48877
OpenML: An R Package to Connect to the Machine Learning Platform OpenML
G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner, H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.
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| DOI
G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner, H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.
2018 | Book Chapter | LibreCat-ID: 3593
Wissensmanagement unter Bedingungen von Arbeit 4.0
C. Harteis, C. Fischer, in: G.W. Maier, G. Engels, E. Steffen (Eds.), Handbuch Gestaltung Digitaler Und Vernetzter Arbeitswelten, Springer, Berlin, Heidelberg, 2018, pp. 1--18.
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C. Harteis, C. Fischer, in: G.W. Maier, G. Engels, E. Steffen (Eds.), Handbuch Gestaltung Digitaler Und Vernetzter Arbeitswelten, Springer, Berlin, Heidelberg, 2018, pp. 1--18.
2018 | Book Chapter | LibreCat-ID: 3594
Digitalisation of Work: Between Affordances and Constraints for Learning at Work
C. Fischer, M. Goller, L. Brinkmann, C. Harteis, in: D. Ifenthaler (Ed.), Digital Workplace Learning, Springer, Cham, 2018, pp. 227--249.
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C. Fischer, M. Goller, L. Brinkmann, C. Harteis, in: D. Ifenthaler (Ed.), Digital Workplace Learning, Springer, Cham, 2018, pp. 227--249.
2018 | Conference Paper | LibreCat-ID: 3852 |
ML-Plan for Unlimited-Length Machine Learning Pipelines
M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.
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M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.
2018 | Journal Article | LibreCat-ID: 2331
Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure
Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
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Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
2018 | Journal Article | LibreCat-ID: 5586 |
Information Security Investments: An Exploratory Multiple Case Study on Decision-Making, Evaluation and Learning
E. Weishäupl, E. Yasasin, G. Schryen, Computers & Security 77 (2018) 807–823.
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E. Weishäupl, E. Yasasin, G. Schryen, Computers & Security 77 (2018) 807–823.
2018 | Journal Article | LibreCat-ID: 34498 |
Reciprocal effects between self-concept of ability and performance: A longitudinal study of children with learning disabilities in inclusive versus exclusive elementary education
J. Gorges, P. Neumann, E. Wild, D. Stranghöner, B. Lütje-Klose, Learning and Individual Differences 61 (2018) 11–20.
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J. Gorges, P. Neumann, E. Wild, D. Stranghöner, B. Lütje-Klose, Learning and Individual Differences 61 (2018) 11–20.
2018 | Journal Article | LibreCat-ID: 48884
Leveraging TSP Solver Complementarity through Machine Learning
P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary Computation 26 (2018) 597–620.
LibreCat
| DOI
P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary Computation 26 (2018) 597–620.
2018 | Journal Article | LibreCat-ID: 4419
Experiential or Self-Regulated Learning: A Critical Reflection of Entrepreneurial Learning Processes
A.P. Fust, T. Jenert, C. Winkler, Entrepreneurship Research Journal 8 (2018) 1–11.
LibreCat
A.P. Fust, T. Jenert, C. Winkler, Entrepreneurship Research Journal 8 (2018) 1–11.
2017 | Book | LibreCat-ID: 3600
Human agency at work: An active approach towards expertise development
M. Goller, Human Agency at Work: An Active Approach towards Expertise Development, Springer, Wiesbaden, 2017.
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M. Goller, Human Agency at Work: An Active Approach towards Expertise Development, Springer, Wiesbaden, 2017.
2017 | Journal Article | LibreCat-ID: 5671 |
A configuration-based recommender system for supporting e-commerce decisions
M. Scholz, V. Dorner, G. Schryen, A. Benlian, European Journal of Operational Research 259 (2017) 205–215.
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M. Scholz, V. Dorner, G. Schryen, A. Benlian, European Journal of Operational Research 259 (2017) 205–215.
2017 | Journal Article | LibreCat-ID: 1098
Semantic Annotation of Software Requirements with Language Frame
Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
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Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
2017 | Book Chapter | LibreCat-ID: 29735 |
The Multifaceted Nature of Agency and Professional Learning
S. Paloniemi, M. Goller, in: M. Goller, S. Paloniemi (Eds.), Agency at Work: An Agentic Perspective on Professional Learning and Development, Springer International Publishing, Cham, 2017, pp. 465–478.
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S. Paloniemi, M. Goller, in: M. Goller, S. Paloniemi (Eds.), Agency at Work: An Agentic Perspective on Professional Learning and Development, Springer International Publishing, Cham, 2017, pp. 465–478.
2016 | Journal Article | LibreCat-ID: 28355
Listening to learners’ voices: Qualitative aspects of pronunciation learning during study abroad
M. Müller, Journal of Second Language Pronunciation 2 (2016) 108–142.
LibreCat
| DOI
M. Müller, Journal of Second Language Pronunciation 2 (2016) 108–142.
2016 | Journal Article | LibreCat-ID: 17182
Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles
C. Lyon, C.L. Nehaniv, J. Saunders, T. Belpaeme, A. Bisio, K. Fischer, F. Forster, H. Lehmann, G. Metta, V. Mohan, A. Morse, S. Nolfi, F. Nori, K. Rohlfing, A. Sciutti, J. Tani, E. Tuci, B. Wrede, A. Zeschel, A. Cangelosi, International Journal of Advanced Robotic Systems 13 (2016).
LibreCat
| DOI
C. Lyon, C.L. Nehaniv, J. Saunders, T. Belpaeme, A. Bisio, K. Fischer, F. Forster, H. Lehmann, G. Metta, V. Mohan, A. Morse, S. Nolfi, F. Nori, K. Rohlfing, A. Sciutti, J. Tani, E. Tuci, B. Wrede, A. Zeschel, A. Cangelosi, International Journal of Advanced Robotic Systems 13 (2016).
2016 | Journal Article | LibreCat-ID: 17181
An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames
K. Rohlfing, B. Wrede, A.-L. Vollmer, P.-Y. Oudeyer, FRONTIERS IN PSYCHOLOGY 7 (2016).
LibreCat
| DOI
K. Rohlfing, B. Wrede, A.-L. Vollmer, P.-Y. Oudeyer, FRONTIERS IN PSYCHOLOGY 7 (2016).
2016 | Journal Article | LibreCat-ID: 48462
Spielend Lehrer/in werden: problembasiertes Lernen mit virtuellen Schülerinnen/Schülern.
S. Praetorius, D. Al-Kabbani, C. Bohndick, J. Hilkenmeier, S.T. König, H.S. Müsche, S. Sommer, K.B. Klingsieck, Zeitschrift für Hochschulentwicklung 11 (2016) 213–245.
LibreCat
S. Praetorius, D. Al-Kabbani, C. Bohndick, J. Hilkenmeier, S.T. König, H.S. Müsche, S. Sommer, K.B. Klingsieck, Zeitschrift für Hochschulentwicklung 11 (2016) 213–245.
2015 | Journal Article | LibreCat-ID: 3343
Learning Boolean Specifications
U. Bubeck, H. Kleine Büning, Artificial Intelligence (2015) 246–257.
LibreCat
| DOI
U. Bubeck, H. Kleine Büning, Artificial Intelligence (2015) 246–257.
2015 | Book Chapter | LibreCat-ID: 3592
Die Bedeutung subjektiver Sichtweisen für die Implementierung betrieblicher Lernkultur
C. Fischer, C. Harteis, in: G. Niedermair (Ed.), Informelles Lernen, Annäherungen - Problemlagen - Forschungsbefunde, Trauner, Linz, 2015, pp. 107--123.
LibreCat
C. Fischer, C. Harteis, in: G. Niedermair (Ed.), Informelles Lernen, Annäherungen - Problemlagen - Forschungsbefunde, Trauner, Linz, 2015, pp. 107--123.
2015 | Journal Article | LibreCat-ID: 5704
The Value of Self-Service: Long-Term Effects of Technology-Based Self-Service Usage on Customer Retention.
A. Scherer, N. Wünderlich, F. Von Wangenheim, MIS Quarterly 39 (2015) 177–200.
LibreCat
A. Scherer, N. Wünderlich, F. Von Wangenheim, MIS Quarterly 39 (2015) 177–200.
2015 | Conference Paper | LibreCat-ID: 4463
The self-fulfilling prophecy of fear of academic failure
T. Brahm, T. Jenert, D. Wagner, in: 2015.
LibreCat
T. Brahm, T. Jenert, D. Wagner, in: 2015.
2015 | Conference Paper | LibreCat-ID: 5588 |
A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory
E. Weishäupl, E. Yasasin, G. Schryen, in: International Conference on Information Systems, 2015.
LibreCat
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E. Weishäupl, E. Yasasin, G. Schryen, in: International Conference on Information Systems, 2015.
2015 | Journal Article | LibreCat-ID: 11922 |
Autonomous Learning of Representations
O. Walter, R. Haeb-Umbach, B. Mokbel, B. Paassen, B. Hammer, KI - Kuenstliche Intelligenz (2015) 1–13.
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O. Walter, R. Haeb-Umbach, B. Mokbel, B. Paassen, B. Hammer, KI - Kuenstliche Intelligenz (2015) 1–13.