Rustam Tagiew: Mainline Automatic Train Horn and Brake Performance Metric arXiv preprint arXiv:2307.02586, 2023.

Gerhard Runze, Martin Haimerl, Marc Hauer, Taras Holoyad, Otto Obert, Heinrich Pöhls, Rustam Tagiew, Jens Ziehn: "Das AI-Glossary als Weg aus Babylon - Ein Werkzeug für eine gemeinsame KI-Terminologie". JavaSPEKTRUM. 03/2023.

Rustam Tagiew, Dirk Leinhos, Henrik von der Haar, Christian Klotz, Dennis Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte, Pavel Klasek: "Sensor system for development of perception systems for ATO". Discov Artif Intell 3, 22 (2023). https://doi.org/10.1007/s44163-023-00066-4

Rustam Tagiew, Martin Köppel, Karsten Schwalbe, Patrick Denzler, Philipp Neumaier, Tobias Klockau, Martin Boekhoff, Pavel Klasek, Roman Tilly: OSDaR23: Open Sensor Data for Rail 2023 arXiv preprint arXiv:2305.03001, 2023.

Roman Tilly, Philipp Neumaier, Karsten Schwalbe, Pavel Klasek, Rustam Tagiew, Patrick Denzler, Tobias Klockau, Martin Boekhoff, Martin Köppel: "Open Sensor Data for Rail 2023" [Data set]. TIB, 2023. https://doi.org/10.57806/9mv146r0

Roman Tilly, Philipp Neumaier, Karsten Schwalbe, Pavel Klasek, Rustam Tagiew, Patrick Denzler, Tobias Klockau, Martin Köppel: "Offener Multisensordatensatz für die Entwicklung der Umfeldwahrnehmung beim vollautomatischen Fahren". Eisenbahntechnische Rundschau 04. 2023.

Rustam Tagiew, Thomas Buder, Mario Fietze, "Überblick zur fahrzeugseitigen Kollisionsvorhersage für Eisenbahnen" ZEVrail 2023 (Jahrgang 147) 04.

Frederick Blumenthal, Thomas Buder, Lisa Löbling, Thorsten Sickenberger, Rustam Tagiew, Roman Tilly, Phillip Yao-Lakaschus: "Ein Technologie-Scouting-System für Recherche und Vernetzung im Schienenverkehrssektor". Eisenbahntechnische Rundschau 02. 2023.

Kai Hofmann, Christian Klotz, Rustam Tagiew, Markus Reinhardt, Roman Tilly: "Standortbestimmung des DZSF zum Thema ATO" Der Eisenbahningenieur. Ausgabe 02|23.

Kai Hofmann, Rustam Tagiew, Roman Tilly, Christian Klotz, Markus Reinhardt: "Standortbestimmung des DZSF zum Thema ATO" Der Eisenbahningenieur. Ausgabe 01|23.

Among over 570 authors: Zweite Ausgabe der Deutschen Normungsroadmap KI. DIN/DKE 2022.

Rustam Tagiew, Dirk Leinhos, Henrik von der Haar, Christian Klotz, Dennis Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte and Pavel Klasek: "Onboard Sensor Systems for Automatic Train Operation", AI4Rails 2022.

Rustam Tagiew, Sebastian Witzler, Martin Portier: "Towards Assessing Digital Technologies for the Future of Mobility" SSRN 2022.

Rustam Tagiew, Thomas Buder, Kai Hofmann, Christian Klotz: "Risikoanalyse der Schnellbremsung bei frontaler Kollisionsgefahr", eb Ausgabe 6-7 | 2022.

Rustam Tagiew: "Towards Approval of Autonomous Trains", Keynote talk at FIT-M 2021.

Rustam Tagiew, Thomas Buder, Kai Hofmann, Christian Klotz, Roman Tilly: Towards Nucleation of GoA3+ Approval Process, HPCCT 2021, ISBN: 978-1-4503-9013-2.

Rustam Tagiew, Thomas Buder, Roman Tilly, Kai Hofmann, Christian Klotz: Datensätze für das autonome Fahren als Grundlage für GoA3+, ETR – Eisenbahntechnische Rundschau, Ausgabe 09/2021.

Rustam Tagiew, Thomas Buder, Kai Hofmann, Christian Klotz, Roman Tilly: Towards Risk Assessment of Learned Computer Vision for ATO AI4Rails 2021, Presentation

Rustam Tagiew: What Government by Algorithm Might Look Like arXiv preprint arXiv:2007.13127, 2020.

Rustam Tagiew: Roadmap to Algocracy-A Feasibility Study. Available at SSRN 3650010, 2020.

Rustam Tagiew: Business Negotiation Definition Language. arXiv preprint arXiv:2001.10799, 2020.

Rustam Tagiew, Dmitry Ignatov, Aleksey Buzmakov: Fifth International Workshop on Experimental Economics and Machine Learning (EEML 2019) at International Conference on Applied Research in Economics 2019, Perm, Russia, September 25-26, 2019.

Rustam Tagiew, Kai Heinrich, Dmitry I. Ignatov, Andreas Hilbert, Radhakrishnan Delhibabu: Proceedings of the Fourth Workshop on Experimental Economics and Machine Learning at TU Dresden (EEML 2017), Dresden, Germany, September 17-18, 2017. CEUR Workshop Proceedings 1968, CEUR-WS.org 2016.

Rustam Tagiew, Dmitry I. Ignatov: Behavior Mining in h-index Ranking Game, EEML 2016, 52-61.

Rustam Tagiew, Dmitry I. Ignatov: Gift Ratios in Laboratory Experiments. EEML@CLA 2016: 82-93.

Rustam Tagiew, Dmitry I. Ignatov, Andreas Hilbert, Radhakrishnan Delhibabu: Proceedings of the Third Workshop on Experimental Economics and Machine Learning co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016), Moscow, Russia, July 18, 2016. CEUR Workshop Proceedings 1627, CEUR-WS.org 2016.

Rustam Tagiew: Research Project: Text Engineering Tool for Ontological Scientometry. CoRR abs/1601.01887 (2016).

Rustam Tagiew, Dmitry I. Ignatov, Radhakrishnan Delhibabu: Hospitality Exchange Services as a Source of Spatial and Social Data? ICDM Workshops 2015: 1125-1130.

Rustam Tagiew, Dmitry I. Ignatov, Radhakrishnan Delhibabu:Economics of Internet-Based Hospitality Exchange. WI-IAT (1) 2015: 493-498.

Rustam Tagiew: The Economy of Internet-Based Hospitality Exchange. CoRR abs/1501.06941 (2015).

Rustam Tagiew, Dmitry I. Ignatov: Reciprocity in Gift-Exchange-Games. CoRR abs/1402.5593 (2014).

Rustam Tagiew, Dmitry I. Ignatov, Fadi Amroush: Experimental economics for web mining. CoRR abs/1412.4726 (2014).

Rustam Tagiew: Bewelcome.org - a non-profit democratic hospex service set up for growth. CoRR abs/1412.8700 (2014).

Rustam Tagiew, Dmitry I. Ignatov, Fadi Amroush:Social Learning in Networks: Extraction of Deterministic Rules. ICDM Workshops 2013: 445-451.

Rustam Tagiew: Mining Determinism in Human Strategic Behavior. CoRR abs/1211.2399 (2012).

Rustam Tagiew: Strategische Interaktion realer Agenten: ganzheitliche Konzeptualisierung und Softwarekomponenten einer interdisziplinären Forschungsinfrastruktur. Freiberg University of Mining and Technology 2011, pp. 1-185. Dissertation.

Rustam Tagiew:If more than Analytical Modeling is Needed to Predict Real Agents' Strategic Interaction. CoRR abs/1105.0558 (2011).

Rustam Tagiew. "Strategische Interaktion Realer Agenten: Ganzheitliche Konzeptualisierung und Systeme zur Definition, Implementation und Erfassung" invited talk at Goethe-Universität, Frankfurt am Main, 2010.

Rustam Tagiew. "Hypotheses about Typical General Human Strategic Behavior in a Concrete Case". 11st Conference of the Italian Association for Artificial Intelligence, Springer, Reggio Emilia, AI*IA 2009.

Rustam Tagiew. "On Multi-Agent Petri Net Models for Computing Extensive Finite Games". 1st International Conference on Computational Collective Intelligence Semantic Web, Social Networks & Multiagent Systems, Springer, Wroslaw, ICCCI 2009.

Rustam Tagiew. "Strategic Interaction Definition Language". Workshop "Spiele, Geschäftsprozesse und Interaktionsmodelle", LNI, Lübeck, GI 2009.

Rustam Tagiew, Heinrich Jasper."On Time in Games", Hamburg Uni., MOCA 2009.

Rustam Tagiew. "On Modelling Typical General Human Behavior in Games". 9th International Conference on Cognitive Modeling, CogSci Press, Manchester, ICCM 2009 (*Committee member) sponsored by AISB.

Rustam Tagiew, Yevgeniya Kovalchuk. "Barter Double Auction as Model for Bilateral Social Cooperations". Colchester, CEEC '09.

Rustam Tagiew. "Multi-Agent-System for General Strategic Interaction". 3rd International KES Symposium on Agents and Multi-agent Systems – Technologies and Applications, Springer, Uppsala, KES AMSTA 2009.

Rustam Tagiew. "Towards Barter Double Auction as Model for Bilateral Social Cooperations". Arxiv, arXiv:0905.3709v1, 2009.

Rustam Tagiew. "Modeling Human Decision Making in Games: A prototype system for defining, management and recording strategic interactions of real agents" DAAD sponsored invited talk at State university - Higher School Of Economics, Moscow, 2009.

Rustam Tagiew. "General Game Management Agent". Arxiv, 0903.0353v2, 2009.

Rustam Tagiew, Heinrich Jasper. "Games with Time". IK: Interdisciplinary College, Poster, Günne, IK 2009.

Rustam Tagiew. "Towards a Framework for Management of Strategic Interaction". 1st International Conference on Agents and Artificial Intelligence, INSTICC, Porto, ICAART 2009  (*Session chair).

Rustam Tagiew. "Multi-Agent Petri-Games". International Conference on Computational Intelligence for Modelling, Control and Automation, IEEE, Vienna, CIMCA 2008 (*Session chair).

Rustam Tagiew. "Simplest Scenario for Mutual Nested Modeling in Human-Machine-Interaction". 31st Annual German Conference on AI, Springer, Kaiserslautern, KI 2008.

Rustam Tagiew. "Gegenseitiges geschachteltes Modellieren in der Interaktion mit einem künstlichen Agenten". Diploma thesis, Universität Bielefeld, 2007.