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Universitätsstr. 12
45141 Essen
45141 Essen
E-Mail
Funktionen
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Lehrbeauftragte/r, Produktion und Industrielles Informationsmanagement
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Privatdozent/in, Informatik
Aktuelle Veranstaltungen
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2024 WS
Vergangene Veranstaltungen (max. 10)
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2024 SS
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2023 WS
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2023 SS
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2022 WS
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2022 SS
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2021 WS
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2021 SS
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2020 WS
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2019 WS
Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.
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Intrinsic Explainable Self-Enforcing Networks Using the ICON-D2-Ensemble Prediction System for Runway ConfigurationsIn: Engineering Proceedings Jg. 39 (2023) Nr. 1, 41Online Volltext: dx.doi.org/ (Open Access)
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Implementing machine learning : Chances and challengesIn: at - Automatisierungstechnik Jg. 70 (2022) Nr. 1, S. 90 - 101Online Volltext: dx.doi.org/
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Artificial intelligence with neural networks in optical measurement and inspection systemsIn: at - Automatisierungstechnik Jg. 68 (2020) Nr. 6, S. 477 - 487Online Volltext: dx.doi.org/
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A Self-Enforcing Network as a Tool for Clustering and Analyzing Complex DataIn: Procedia Computer Science Jg. 108 (2017) S. 2496 - 2500Online Volltext: dx.doi.org/ (Open Access)
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The regulatory algorithm (RGA) : a two-dimensional extension of evolutionary algorithmsIn: Soft Computing Jg. 20 (2016) Nr. 5, S. 2067 - 2075Online Volltext: dx.doi.org/
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Word morph and topological structures : A graph generating algorithmIn: Complexity Jg. 21 (2016) Nr. S1, S. 426 - 436Online Volltext: dx.doi.org/
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Introduction: Social-cognitive complexity, computational models and theoretical framesIn: Computational and Mathematical Organization Theory Jg. 18 (2012) Nr. 2, S. 145 - 152Online Volltext: dx.doi.org/
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Solving problems of project management with a self enforcing network (SEN)In: Computational and mathematical organization theory Jg. 18 (2012) Nr. 2, S. 175 - 192Online Volltext: dx.doi.org/
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Interacting Neural Networks and the Emergence of Social StructureIn: Complexity Jg. 12 (2007) Nr. 3, S. 41 - 52Online Volltext: dx.doi.org/
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Topology, computational models, and social-cognitive complexityIn: Complexity Jg. 11 (2006) Nr. 4, S. 43 - 55Online Volltext: dx.doi.org/
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Detektive aus Bits und BytesIn: Gehirn und Geist Jg. 5 (2005) Nr. 1-2,
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On the Nature of Culture and Communication : a Complex Systems Perspective.In: Cybernetics and Systems (CBS) Jg. 36 (2005) Nr. 8, S. 877 - 902Online Volltext: dx.doi.org/
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The Emergence of Social Order by Processes of Typifying : A Computational ModelIn: The Journal of Mathematical Sociology Jg. 29 (2005) Nr. 2, S. 155 - 176Online Volltext: dx.doi.org/
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Die Programme des Hercule(s) : Drei KI-Systeme und ein MörderIn: KI - Künstliche Intelligenz Jg. 18 (2004) Nr. 3, S. 52 - 55
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Formal models, social theory and computer simulations : some methodological reflectionsIn: Journal of Artificial Societies and Social Simulation Jg. 6 (2003) Nr. 2,
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Simulation of Group Dynamics with Ddifferent ModelsIn: Journal of Artificial Societies and Social Simulation Jg. 6 (2003) Nr. 4,
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Soziologische Theorien, akademische Lehre und der Computer : ein ErfahrungsberichtIn: Soziologie: Forum der Deutschen Gesellschaft für Soziologie Jg. 30 (2001) Nr. 2, S. 5 - 15
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Classification of Subjectively Evaluated Images with Self-Enforcing Networks Using Reference Types, and a Cue Validity FactorIn: Advances in Computational Intelligence: Proceedings, Part I / 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023 / Rojas, Ignacio; Gonzalo, Joya; Catala, Andreu (Hrsg.) 2023, S. 340 - 352Online Volltext: dx.doi.org/
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Training Subjective Perception Biased Images of Vehicle Ambient Lights with Deep Belief Networks Using Backpropagation- and Enforcing-Rules SupervisedIn: Artificial Intelligence and Soft Computing: 21st International Conference ICAISC 2022 ; Zakopane, Poland, June 19–23, 2022 ; Proceedings, Part I / 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022, June 19–23, 2022, Zakopane, Poland / Rutkowski, Leszek; Scherer, Rafał; Korytkowski, Marcin; Pedrycz, Witold; Tadeusiewicz, Ryszard; Zurada, Jacek M. (Hrsg.) 2023, S. 27 - 38Online Volltext: dx.doi.org/
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Decision Support Systems for Air Traffic Control with Self-enforcing Networks Based on Weather Forecast and Reference Types for the Direction of OperationIn: Advances in Computational Intelligence: 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part II / 16th International Work-Conference on Artificial Neural Networks: IWANN 2021, June 16–18, 2021, Virtual / Rojas, Ignacio; Joya, Gonzalo; Catala, Andreu (Hrsg.) 2021, S. 404 - 415Online Volltext: dx.doi.org/
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Decision Support in Everyday Business Using Self-enforcing NetworksIn: Artificial Intelligence in Industry 4.0: A Collection of Innovative Research Case-studies that are Reworking the Way We Look at Industry 4.0 Thanks to Artificial Intelligence / Dingli, Alexiei; Haddod, Foaad; Klüver, Christina (Hrsg.) Jg. 928 2021, S. 31 - 44Online Volltext: dx.doi.org/
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Proactive document distribution with a self-enforcing networkIn: Proceedings of the 2019 3rd International Conference on Computer and Data Analysis / 3rd International Conference on Computer and Data Analysis, Kahului HI USA, 14 - 17, 2019 2019, S. 122 - 127Online Volltext: dx.doi.org/
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Using Boolean- and Self-Enforcing-Networks for Mathematical E-Tutorial SystemsIn: Advances in Computational Intelligence: 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II / Rojas, Ignacio; Joya, Gonzalo; Catala, Andreu; 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019 2019, S. 845 - 856Online Volltext: dx.doi.org/
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Classification of SIP attack variants with a hybrid self-enforcing networkIn: Artificial Neural Networks and Machine Learning – ICANN 2018: Proceedings, Part II / 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018 2018, S. 456 - 466Online Volltext: dx.doi.org/
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A regulatory algorithm (RGA) for optimizing examination timetablingIn: IEEE Symposium Series on Computational Intelligence (SSCI 2016) / SSCI 2016; Athens; Greece; 6 December - 9 December 2016 / Jin, Yaochu; Kollias, Stefanos; Institute of Electrical and Electronics Engineers (Hrsg.) 2017, S. 7850284Online Volltext: dx.doi.org/
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A self-enforcing neural network as decision support system for air traffic control based on probabilistic weather forecastsIn: IJCNN 2017 / International Joint Conference on Neural Networks, IJCNN 2017; Anchorage; United States; 14 May 2017 through 19 May 2017 2017, S. 729 - 736Online Volltext: dx.doi.org/
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Finding optimized configurations for variability-intensive systems without constraint violations using a Regulatory Algorithm (RGA)In: 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings / IEEE Congress on Evolutionary Computation, CEC 2017; Donostia-San Sebastian; Spain; 5 June 2017 through 8 June 2017 2017, S. 1908 - 1915Online Volltext: dx.doi.org/
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Steering clustering of medical data in a Self-Enforcing Network (SEN) with a cue validity factorIn: IEEE Symposium Series on Computational Intelligence (SSCI 2016) / SSCI 2016; Athens; Greece; 6 December - 9 December 2016 / Jin, Yaochu; Kollias, Stefanos; Institute of Electrical and Electronics Engineers (Hrsg.) 2017, S. 7849883Online Volltext: dx.doi.org/
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The controlled development of (medical) self-diagnosis systems with self-enforcing networksIn: 31st Annual European Simulation and Modelling Conference 2017, ESM 2017 / ESM 2017; Lisbon; Portugal; 25 October 2017 through 27 October 2017 2017, S. 381 - 383
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Optimization of room allocation plans at the university Duisburg-Essen with a regulatory algorithmIn: 2016 IEEE Congress on Evolutionary Computation (CEC) / IEEE Congress on Evolutionary Computation, 24-29 July 2016, Vancouver, Canada 2016, S. 4815 - 4822Online Volltext: dx.doi.org/
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Self-Enforcing Networks (SEN) for the development of (medical) diagnosis systemsIn: 2016 International Joint Conference on Neural Networks (IJCNN) / International Joint Conference on Neural Networks, 24-29 July 2016, Vancouver, Canada 2016, S. 503 - 510Online Volltext: dx.doi.org/
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Self-enforcing networks als tools zurauswahl eines geeigneten (ggf. Hybriden) vorgehensmodells in IT-ProjektenIn: Projektmanagement und Vorgehensmodelle 2015: hybride Projektstrukturen erfolgreich umsetzen / Tagung der Fachgruppen Projektmanagement (WI-PM) und Vorgehensmodelle (WI-VM) im Fachgebiet Wirtschaftsinformatik der Gesellschaft für Informatik e.V., 22. und 23. Oktober 2015 in Elmshorn / Engstler, Martin (Hrsg.) 2015, S. 139 - 150
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Nature analogous methods for everybody : Applications to human resource managementIn: Modelling and Simulation 2014: the European Simulation and Modelling Conference 2014, ESM 2014 / European Simulation and Modelling Conference ; ESM ; October 22 - 24, 2014, Porto / Brito, António Carvalho; Tavares, Joao Manuel; Braganca de Oliveira, Carlos (Hrsg.) 2014, S. 171 - 177
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Ordering data sets by generating graph structuresIn: Modelling and simulation 2014: the European Simulation and Modelling Conference 2014, ESM 2014 / European Simulation and Modelling Conference ; ESM ; October 22 - 24, 2014, Porto, Portugal / Brito, António Carvalho; Tavares, Joao Manuel; Braganca de Oliveira, Carlos (Hrsg.) 2014, S. 97 - 102
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Soft Computing tools for the analysis of complex problemsIn: 1st International Simulation Tools Conference and Expo 2013, SIMEX 2013 / 1st International Simulation Tools Conference and Expo, SIMEX 2013; Brussels; Belgium; 18 September 2013 through 19 September 2013 2013, S. 31 - 38
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Simulation of the Delphi method with a fuzzy expert systemIn: Modelling and Simulation 2012: the European Simulation and Modelling Conference 2012 ; ESM '2012 / 26th European Simulation and Modelling Conference (ESM), October 22 - 24, 2012, Essen, Germany / Klumpp, Matthias (Hrsg.) 2012, S. 51 - 55
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Die methodische Konstruktion sozialer Realität in ComputermodellenIn: Konstruktivistisch forschen: Methodologie, Methoden, Beispiele / Moser, Sibylle (Hrsg.) 2011, S. 202 - 227
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A Holonic Medical Diagnosis System Based on MAS Technology and Neural NetworksIn: Computational Intelligence and Bioinformatics: Proceedings / International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 16 - 19, 2006 2006
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Social Constraints and Cybernetic ExplanationsIn: Unifying Themes in Complex Systems: Proceedings from the Third International Conference on Complex Systems ; Volume IIIB: New Research / Third International Conference on Complex Systems, May 21-26, 2000, Nashua, NH, USA / Minai, Ali A.; Bar-Yam, Yaneer (Hrsg.) 2006, S. 367 - 376Online Volltext: dx.doi.org/
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Automatic Design Optimisation for Reliable Systems with Human OperatorsIn: Advances in Safety and Reliability: Proceedings of the European Conference on Safety and Reliability – ESREL 2005, Gdynia-Sopot-Gdansk/Poland. / European Safety and Reliability Conference (ESREL 2005), Tri City (Gdynia - Sopot - Gdansk), Poland, 27 - 30 June, 2005 / Kolowrocki, Krzysztof (Hrsg.) 2005, S. 549 - 554
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Integration von menschlichen Operatoren in den Prozess der Designoptimierung für fehlertolerante SystemeIn: Diskussionskreis Fehlertoleranz 2005: Tagungsband / Diskussionskreis Fehlertoleranz 2005, München, 10.-11. März 2005 / Czornack, Jan-Thomas; Stodden, Daniel; Trinitis, Carsten; Walter, Max (Hrsg.) 2005, S. 35 - 42
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Die methodische Konstruktion sozialer Realität in ComputermodellenIn: Konstruktivistisch Forschen: Methodologie, Methoden, Beispiele / Moser, Sibylle (Hrsg.) 2004, S. 202 - 227
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In the Looking Glass : The Selfmodeling of Social SystemsIn: Unifying Themes in Complex Systems: Proceedings Of The Second International Conference On Complex Systems ; Volume 2 / 2nd International Conference on Complex Systems, 25.10.-30.10.1998, Nashua, NH, USA / Bar-Yam, Yaneer; Minai, Ali A. (Hrsg.) 2004, S. 597 - 606
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Literarische Morde, Künstliche Intelligenz und formale Logik : Textrekonstruktionen einer etwas anderen ArtIn: Medienmorde: Krimis intermedial / Vogt, J. (Hrsg.) 2004
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The Emergence of Social Cooperation in a Robotic SocietyIn: Multiagent System Technologies: Proceedings / Second German Conference, MATES 2004, Erfurt, Germany, September 29-30, 2004. / Lindemann, Gabriela; Denzinger, Jörg; Timm, Ingo; Unland, Rainer (Hrsg.) 2004, S. 29 - 46Online Volltext: dx.doi.org/
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The Evolution of Neural Networks in a "Social" ContextIn: Intelligent and Adaptive Systems and Software Engineering: Proceedings of the 13th International Conference of The International Society for Computers and Their Applications (ISCA) / ISCA 13th International Conference ; Nice, France, Juli 1 - 3, 2004 / Dosch, W.; Debnath, N. (Hrsg.) 2004, S. 128 - 130
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Multi-agent systems and soft computing technologies : a promising symbiosis for reliable medical diagnosisIn: Proceedings of the International Joint Workshop on Soft Computing for Internet and Bioinformatics Frontiers 2003: BISC FLINT-CIBI / International Joint Workshop on Soft Computing for Internet and Bioinformatics Frontiers, Berkeley, USA, 15.-19.12.2003 2003
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Interactive Networks as Tools for Modeling Social SystemsIn: Tools and Techniques for Social Science Simulation / Suleiman, Ramzi; Troitzsch, Klaus G.; Gilbert, Nigel (Hrsg.) 2000, S. 48 - 61Online Volltext: dx.doi.org/
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Modelling Krohn and Küpper's theory of science as a self-organizing systemIn: Computer Simulations in Science and Technology Studies / Ahrweiler, Petra; Gilbert, Nigel (Hrsg.) 1998, S. 157 - 172
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Simulations of the Self Modeling of Social Systems by a Hybrid SystemIn: Advances in statistical software 6 / SoftStat '97, The 9th Conference on the Scientific Use of Statistical Software, March 3 - 6, 1997, Heidelberg / Faulbaum, Frank; Bandilla, Wolfgang (Hrsg.) 1997, S. 411 - 417
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Artificial Intelligence in Industry 4.0 : A Collection of Innovative Research Case-studies that are Reworking the Way We Look at Industry 4.0 Thanks to Artificial IntelligenceIn: Studies in Computational Intelligence Cham Jg. 928 (2021) XXV, 236 Seiten, Ill.Online Volltext: dx.doi.org/
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On Communication : An Interdisciplinary and Mathematical ApproachIn: Theory and Decision Library Dordrecht Jg. 40 (2007)Online Volltext: dx.doi.org/
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Computersimulationen und soziale Einzelfallstudien : eine Einführung in die Modellierung des SozialenHerdecke (2006) X, 377 S.
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Mathematisch-logische Grundlagen der InformatikIn: Mathematik lernen Herdecke (2006) VIII, 336 S.
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Die Vernetzung sozialer Einheiten : Hybride interaktive neuronale Netzwerke in den Kommunikations- und SozialwissenschaftenIn: Sozialwissenschaft Wiesbaden (2000) X, 154 S.Online Volltext: dx.doi.org/
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A Model of Cognitive Ontogenesis in Dependency of Social ContextsIn: The logic of cognitive systems: Proceedings of the Fifth International Conference on Cognitivie Modelling (ICCM) / Fifth International Conference on Cognitive Modeling, April 10-12, 2003, Bamberg, Germany / Detje, Frank; Dörner, Dietrich; Schaub, Harald (Hrsg.) (2003) S. 299 - 300