Publikationen

• A. Guldner, R. Bender, C. Calero, G.S. Fernando, M. Funke, J. Gröger, L.M. Hilty, J. Hörnschemeyer, G.-D. Hoffmann, D. Junger, T. Kennes, S. Kreten, P. Lago, F. Mai, I. Malavolta, J. Murach, K. Obergöker, B. Schmidt, A. Tarara, J.P. De Veaugh-Geiss, S. Weber, M. Westing, V. Wohlgemuth & S. Naumann: Development and evaluation of a reference measurement model for assessing the resource and energy efficiency of software products and components—Green Software Measurement Model (GSMM). In: Future Generation Computer Systems 155 (June 2024), pp. 402–418. issn: 0167-739X. doi: 10.1016/j.future.2024.01.033

• Schacht M., , Murach J., Machhamer R., Guldner A., Begic Fazlic L., Creutz L., Naumann S., Gollmer K. and Dartmann G., "Preprint: Architecture of an AI on Device Board for Local, Automated Training and Inference" (Preprint)

• Schultheis, A., Alt, B., Bast, S. · Guldner, A., Jilg, D., Katic, D., Mundorf, J., Schlagenhauf, T., Weber, S., Bergmann, R., Bergweiler, S., Creutz, L., Dartmann, G., Malburg, L., Naumann, S., Rezapour, M., Ruskowski, M., "EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing", in: Künstl Intell, doi: 10.1007/s13218-024-00868-3
• Bast S., Begic Fazlic L., Naumann S. and Dartmann G., "LLMs on the Edge: Quality, Latency, and Energy Efficiency"  (accepted for publication)
• Cetkin B., Begic Fazlic L., Guldner A., Naumann S. and Dartmann G., "Towards Sustainable Machine Learning: Analyzing Energy-Efficient Algorithmic Strategies for Environmental Sensor Data" (accepted for publication)

• L. Creutz and G. Dartmann, "Digital guardians: How HiPEAC takes on cyberattacks," in HiPEAC Magazine, no. 72, pp. 22-27

• A. Ayad, Y. -H. Tai, G. Dartmann and A. Schmeink, "Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks," in IEEE Access, vol. 12, pp. 83719-83732, 2024, doi: 10.1109/ACCESS.2024.3414184

• Cetkin B., Begic Fazlic L., Ueding K., Machhamer R., Guldner A., Creutz L., Naumann S., Dartmann G.,  (2024) "Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing", in Discov Artif Intell 4, 63. https://doi.org/10.1007/s44163-024-00165-w
• Kopp S., Schneider J., Dartmann G. & Creutz L., "An e-marketplace system for efficient, sustainable rural logistics and mobility, based on cyber-physical contracts", 12. Workshop "Umweltinformatik zwischen Nachhaltigkeit und Wandel" - Special Issue "Green Coding", UINW 2024 (accepted for publication)
• Bae Y. E., Berndt J. O. , Brinkmann J., Dartmann G., Hucht A., Janzso A., Kopp S., Kravets A., Lidynia C., Lotz V., Morgen M., Philipsen R., Rodermund S., Schewerda, A., Schneider J., Heesen H., Timm I., Ueding K., Ziefle M.. (2024). GreenTwin: Developing a Digital Twin for Sustainable Cooperative Mobility and Logistics in Rural Areas, REAL CORP 2024 Proceedings/Tagungsband. 
• Morgen M., Begic Fazlic L., Dartmann G., Connect, Understand and Learn: Dynamic Knowledge Graph Transforms Learning (accepted for publication)

• Brosch, C.; Bouwens, A.; Bast, S.; Haab, S. and Krieger, R. (2023): Creation and Evaluation of a Food Product Image Dataset for Product Property Extraction. In Proceedings of the 12th International Conference on Data Science, Technology and Applications, pages 488-495. https://doi.org/10.5220/0012132400003541

• S. Naumann, A. Guldner, S. Weber, M. Westing: Was weiß ChatGPT über Nachhaltige Software-Entwicklung und Green Coding? Erste Tests und Bewertungen. In: INFORMATIK 2023 – Designing Futures: Zukünfte gestalten. Ed. by Maike Klein et al. Gesellschaft für Informatik e.V. (GI). Lecture Notes in Informatics (LNI), 2023, pp. 1277–1288. https://doi.org/10.18420/inf2023_136

• D. M. Junger, M. Westing, C. Freitag, A. Guldner, K. Mittelbach, S. Weber, S. Naumann & V. Wohlgemuth: Potentials of Green Coding - Findings and Recommendations for Industry, Education and Science. In: INFORMATIK 2023 – Designing Futures: Zukünfte gestalten. Ed. by Maike Klein et al. Gesellschaft für Informatik e.V. (GI). Lecture Notes in Informatics (LNI), 2023, pp. 1289– 1299. doi: https://doi.org/10.18420/inf2023_137
• F. Theusch, L. Seemann, A. Guldner, S. Naumann & R. Bergmann: Towards Machine Learning-Based Digital Twins in Cyber-Physical Systems. In: First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd International Joint Conference on Artificial Intelligence (AI4DT&CP @IJCAI 2023). Ed. by Gianfranco Lombardo et al. Macao S.A.R, 2023, pp. 1–16. url: https://ceurws.org/Vol-3541/1.pdf
• KUBINIOK, J., FISCHER-STABEL, P. & J. Azvedo (2023): Rekonstruktion und Visualisierung der Relief- und Landschaftsgeschichte des nationalen Geotops Mettlacher Saarschleife.- Proceedings der Jahrestagung der Deutschen Akademie für Landeskunde: Regionale Geographien und innvovative Ergebnisdarstellungen, 4.-5. Oktober 2023, Tübingen
• KUBINIOK, J., FISCHER-STABEL, P. & J. Azvedo (2023): 3D-Terrain Mapping and Mixed Reality Cartography supporting Edutainment in Landscape Genesis - The Saarschleife Geotope Application.- Proceedings of the 31st International Cartographic Conference, 13.-18. August 2023, Cape Town, South Africa, https://doi.org/10.5194/ica-abs-6-128-2023
• Bast, S., Brosch, C., Krieger, R. (2023). Combining Image and Text Matching for Product Classification in Retail. In: Data Management Technologies and Applications. DATA 2022. Revised Selected Papers. Communications in Computer and Information Science, vol 1860, pp. 134-153. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-37890-4_7
• A. Guldner, M. Hoffmann, C. Lohr, R. Machhamer, L. Malburg, M. Morgen, S. C. Rodermund, F. Schäfer, L. Schaupeter, J. Schneider, F. Theusch, R. Bergmann, G. Dartmann, N. Kuhn, S. Naumann, I. J. Timm, M. Vette-Steinkamp & Benjamin Weyers: A framework for AI-based self-adaptive cyber-physical process systems. In: it - Information Technology, 2023. De Gruyter, Oldenbourg. https://doi.org/10.1515/itit-2023-0001
• Dziubany, M., Schmeink, A. and Dartmann, G., "Energy-efficient Cyber Physical Social System for Transportation with Appointments," 2023 12th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, 2023, pp. 1-4, doi: 10.1109/MECO58584.2023.10155043. 
• Scherer K., Bast S., Murach J., Didas S., Dartmann G. und Wahl M., Hochschule Trier, Umwelt-Campus Birkenfeld "Nachhaltige und intelligente additive Fertigung – Frühzeitige Erkennung von Produktionsfehlern im 3D-Druck durch Künstliche Intelligenz" https://library.gito.de/2023/04/scherer-im-23-02/
• Machhamer, R., Begic Fazlic, L., Guven, E., Junk, D., Karabulut Kurt, G., Naumann, S., Didas, S., Gollmer, K.-U., Bergmann, R., Timm, I. J., and Dartmann, G., Likelihood-based Sensor Calibration using Affine Transformation, arXiv, cs.LG, 2309.11526, https://arxiv.org/abs/2309.11526 2023. (accepted for publication at IEEE Sensors Journal https://ieeexplore.ieee.org/document/10364722, doi: 10.1109/JSEN.2023.3341503) (Preprint)
• Weber, S., Guldner, A., Begic Fazlic, L., Dartmann, G., & Naumann, S. Sustainability in Artificial Intelligence-Towards a Green AI Reference Model, Lecture Notes in Informatics (LNI) - Proceedings, Volume P-337. 2023

• Creutz L. and Dartmann G. , "Decentralized Policy Enforcement in Zero Trust Architectures," 2023 IEEE Future Networks World Forum (FNWF), Baltimore, MD, USA, 2023, pp. 1-6, doi: 10.1109/FNWF58287.2023.10520563. (PDF)

• Gollmer, K.-U., Burger, G. (2023): IoT-Werkstatt, Mit IoT, MINT und Making die Zukunft gestalten, OER-Ressource https://www.umwelt-campus.de/fileadmin/Umwelt-Campus/IoT-Werkstatt/octopus/IoT_MINT_Making_Zukunft_Gestalten.pdf

• Wohlgemuth, V., Naumann, S., Arndt, H.-K., Behrens, G. & Höb, M. (Hrsg.), (2022): Konferenzband zur EnviroInfo 2022. Bonn: Gesellschaft für Informatik e.v. https://dl.gi.de/handle/20.500.12116/39406 (Short- /Work in Progress-Papers)

  • Haupenthal, K. and Fischer-Stabel, P., (2022): Smart Citizen Science in pluvial flood disaster risk reduction: Building a Smart Application as one tool for local drain path identification (Work in progress). In: Wohlgemuth, V., Naumann, S., Arndt, H.-K., Behrens, G. & Höb, M. (Hrsg.), EnviroInfo 2022. Bonn: Gesellschaft für Informatik e.V. p. 65. https://dl.gi.de/handle/20.500.12116/39391

  • Obergöker, K., (2022): Analysis and evaluation of mobile apps with regard to resource efficiency and data volumes - Methodologies and tools. In: Wohlgemuth, V., Naumann, S., Arndt, H.-K., Behrens, G. & Höb, M. (Hrsg.), EnviroInfo 2022. Bonn: Gesellschaft für Informatik e.V. p. 189. Available online: https://dl.gi.de/handle/20.500.12116/39398

  • Knebel, P., Appold, C., Guldner, A., Horbach, M., Juncker, Y., Machhamer, R., Müller, S. and Matheis, A., (2022): An Artificial Intelligence of Things based Method for Early Detection of Bark Beetle Infested Trees. In: Wohlgemuth, V., Naumann, S., Arndt, H.-K., Behrens, G. & Höb, M. (Hrsg.), EnviroInfo 2022. Bonn: Gesellschaft für Informatik e.V. p. 111. Available online: https://dl.gi.de/handle/20.500.12116/39407

  • Guldner, A. and Murach, J. (2022): Measuring and Assessing the Resource and Energy Efficiency of Artificial Intelligence of Things Devices and Algorithms. In: Wohlgemuth, V., Naumann, S., Behrens, G., Arndt, HK., Höb, M. (eds) Advances and New Trends in Environmental Informatics. ENVIROINFO 2022. Progress in IS. Springer, Cham. DOI: 10.1007/978-3-031-18311-9_11

• Begic Fazlic, L., Schacht, M., Morgen, M., Schmeink, A., Lipp, R., Martin, L., Vollmer, T., Winter, S., and Dartmann, G. Development and Implementation of the Data Science Learning Platform for Research Physician. Studies in Health Technology and Informatics. 2022 Nov;299:196-201. DOI: 10.3233/shti220983 . PMID: 36325863 .

• Urschel, B., Begic Fazlic, L., Morgen, M., Machhamer, M., Dartmann, G. and K. -U. Gollmer, "A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors," 2022 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2022, pp. 1-6, doi: 10.1109/SDF55338.2022.9931945 .

• Morgen, M., Begic Fazlic, L., Peine, A., Martin, L., Schmeink, A., Hallawa, A., & Dartmann, G. A Visualization and Benchmarking Simulator for Clinical Data. Studies in Health Technology and Informatics. 2022 Nov;299:223-228. DOI: 10.3233/shti220988 . PMID: 36325867 .

• Renkhoff, J., Tan, W., Velasquez, A., Wang, W. Y., Liu, Y., Wang, J., Niu, S., Begic Fazlic, L., Dartmann, G., Song, H. Exploring Adversarial Attacks on Neural Networks: An Explainable Approach, 2022 IEEE International Performance, Computing, and Communications Conference (IPCCC), 2022, pp. 41-42, DOI: 10.1109/IPCCC55026.2022.9894322

• Bast, S.; Brosch, C. and Krieger, R. (2022): A Hybrid Approach for Product Classification based on Image and Text Matching.  In Proceedings of the 11th International Conference on Data Science, Technology and Applications, ISBN 978-989-758-583-8, ISSN 2184-285X, pages 293-300.  DOI: 10.5220/0011260200003269

• L. Creutz, J. Schneider, G. Dartmann, "Distributed Hash Table With Extensible Remote Procedure Calls" 2022 5th International Conference on Computational Intelligence and Networks (CINE), 2022 (accepted for publication)

• L. Begic Fazlic, A. Halawa, A. Schmeink, R. Lipp, L. Martin, A. Peine, M. Morgen, T. Vollmer, Stefan Winter and G. Dartmann, A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int J Comput Intell Syst  15, 50 (2022). https://doi.org/10.1007/s44196-022-00100-w

• L. Creutz, K. Wagner and G. Dartmann, "Cyber-Physical Contracts in Offline Regions," 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), 2022, pp. 461-469, doi: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00097. (PDF)

• A. Ayad, A. Hallawa, A. Peine, L. Martin, L. Begic Fazlic, G. Dartmann, G. Marx, A. Schmeink, Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study, JMIR Med Inform 2022;10(8):e37658, URL: https://medinform.jmir.org/2022/8/e37658, DOI: 10.2196/37658

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• L.Creutz, J. Schneider and G. Dartmann, "Fides: Distributed Cyber-Physical Contracts", 2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), 2021, pp. 51-60, doi: 10.1109/TPSISA52974.2021.00006.

• Guldner, A.; Kern, E.; Kreten, S.; Naumann, S.: Criteria for Sustainable Software Products: Analyzing Software, Informing Users, and Politics. In Calero, C.; Moraga, M. A.; Piattini, M. (Eds.) Software Sustainability, pp. 17–42, ISBN 978-3-030-69969-7, DOI: 10.1007/978-3-030-69970-3, Springer Nature Switzerland, 2021

• Guldner, A., Kreten, S. & Naumann, S., (2021). Exploration and systematic assessment of the resource efficiency of Machine Learning. In: Gesellschaft für Informatik e.V. (GI), INFORMATIK 2021- Computer Science & Sustainability., pp. 287–299, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, Bonn, 2021. DOI: 10.18420/informatik2021-023

• Naumann, S.; Guldner,A.  & Kern, E. : The Eco-label Blue Angel for Software - Development and Components. In Advances and New Trends in Environmental Informatics - Digital Twins for Sustainability, pp. 79–89, Springer, 2021

• G. Dartmann (Hrsg.), A. Schmeink (Hrsg.), V. Lücken (Hrsg.), H. Song (Hrsg.), M. Ziefle (Hrsg.), Giovanni Prestiflippo (Hrsg.), Smart Transportation: AI Enabled Mobility and Autonomous Driving, (1st ed.). CRC Press. doi.org/10.1201/9780367808150

  • M. Dziubany, S. Kopp, L. Creutz, J. Schneider, A. Schmeink, G. Dartmann, Artificial Intelligence for Fleets of Autonomous Vehicles: Desired Requirements and Solution Approaches, Chapter in Smart Transportation: AI Enabled Mobility and Autonomous Driving, Verlag CRC Press, 2021
  • L. Creutz, S. Kopp, J. Schneider, M. Dziubany, Y. Becker, G. Dartmann, Simulation Platforms for Autonomous Driving and Smart Mobility: Simulation Platforms, Concepts, Software, APIs, Chapter in Smart Transportation: AI Enabled Mobility and Autonomous Driving, Verlag CRC Press, 2021  
• R. Lipp, G. Dartmann, L. Fazlic, T. Vollmer, S. Winter, A. Peine, L. Martin and A. Schmeink, "Incremental Parameter Estimation of Stochastic State-Based Models", IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI2021), Herl'any, Slovakia, January 21-23.
• A. Hallawa, T. Born, A. Schmeink, G. Dartmann, A. Peine, L. Martin, G. Iacca, A. E. Eiben, and G. Ascheid. 2021. Evo-RL: evolutionary-driven reinforcement learning. In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO '21). Association for Computing Machinery, New York, NY, USA, 153–154. DOI:https://doi.org/10.1145/3449726.3459475
• E. Oral, A. Schmeink, G. Dartmann, G. Ascheid, A. E. Pusane and G. K. Kurt, Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels, in IEEE Wireless Communications Letters, vol. 10, no. 7, pp. 1528-1531, July 2021, doi: 10.1109/LWC.2021.3073170.
• A. Peine, A. Hallawa, J.  Bickenbach, G. Dartmann, L. Begic Fazlic, A. Schmeink, G. Ascheid, C. Thiemermann, A. Schuppert, R. Kindle, L. Celi, G. Marx, L. Martin Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Med. 4, 32 (2021). https://www.nature.com/articles/s41746-021-00388-6.pdf

• Allweyer, O.,  Schorr, C., Mohr, A., Krieger, R.: Product Classification Using Partially Abbreviated Product Names, Brands and Dimensions. In Data Management Technologies and Applications - 9th International Conference, DATA 2020, July 7-9, 2020, Revised Selected Papers, pp. 223-244, 2021

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• Harth, M., Schorr, C. , Krieger, R.: A hierarchical multi-level product classification workbench for retail, Proceedings of the LWDA 2020, online, Bonn, 2020

• Creutz, L. and Dartmann, G., Cypher Social Contracts - A Novel Protocol Specification for Cyber Physical Smart Contracts, 13th IEEE International Conference on Cyber Physical and Social Computing (CPSCom- 2020), 2020

• Steinberg, D.; Murach, J.; Guldner, A; Gollmer, K.-U.: Online energy forecasts for the Internet of Things. In: Digital Twins for Sustainability, proceedings of the 34. EnviroInfo Conference, 2020.

• Allweyer, O., Schorr, C., Krieger, R., Mohr, A.: Product classification based on partially abbreviated product names in retail. In: Proceedings of the 9th International Conference on Data Science, Technology and Applications – DATA, Paris, pp. 67-77, 2020
• Schorr, C. : Machine Learning assisted Gross Weight Prediction for Alcoholic Beverages in Retail, In: Proceedings of the Upper Rhine Artificial Intelligence Symposium, Karlsruhe.
• Machhamer, R.; Garling, M.; Czenkusch, L.; Ueding, K.; Guldner, A.; Schneider, J.; Latif, A.; Schmeink, A.; Naumann, S.; Gollmer, K.-U. & Dartmann, G.: "Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks," 2020 9th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, 2020, pp. 1-5, doi: 10.1109/MECO49872.2020.9134310.

• Dziubany, M. ; Schneider, J. ; Schmeink, A. & Dartmann,G. : Optimization of a CPSS-based Flexible Transportation System, International Conference on Cyber-Physical Systems and Internet-of-Things (CPS&IoT'2020), 2020

• Begic Fazlic,L. ; Hallawa, A.; Dziubany, M. ; Morgen, M.; Schneider, J.; Schacht, M.; Schmeink, A.; Martin, L.; Peine, A.; Vollmer, T.; Winter, S. & Dartmann, G.: A Machine Learning Approach for the Classification of Disease Risks in Time Series, International Conference on Cyber-Physical Systems and Internet-of-Things (CPS&IoT'2020)

• Dziubany, M. ; Creutz, L.; Kopp, S.; Schneider, J.; Schmeink, A. & Dartmann, G.: Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service, International Conference on Cyber-Physical Systems and Internet-of-Things (CPS&IoT'2020)

• Machhamer, R. ; Altenhofer, J.; Ueding, K.; Czenkusch, L.; Stolz, F.; Harth, M.; Mattern, M.; Latif, A.; Haab, S.; Herrmann, J.; Schmeink, A.; Gollmer, K.-U. & Dartmann, G.: Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection, International Conference on Cyber-Physical Systems and Internet-of-Things (CPS&IoT'2020)

• Topal, O. A. ; Demir, M. Ö.; Liang, Z.; Pusane, A. E.; Dartmann, G.; Ascheid, G. & Karabulut Kurt, G.: A Physical Layer Security Framework for Cognitive Cyber-Physical Systems, in IEEE Wireless Communications, vol. 27, no. 4, pp. 32-39, August 2020, doi: 10.1109/MWC.01.1900543.

• Demir, M. O. ; Pusane, A. E.; Dartmann, G.; Ascheid, G. & Kurt, G. K.: A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects, in IEEE Internet of Things Magazine, vol. 3, no. 3, pp. 84-89, September 2020, doi: 10.1109/IOTM.0001.1900056.

• Eigenstetter, M.; Oerke, B.; Sparmann, G.; Naumann, S.; Guldner, A.; Fischer-Krupp, M.; Juncker, Y. (2020): Entwicklung und Anwendung des MINTcoach-Konzepts - Mit dem MINTcoach auf Mission: Leitfaden für Lehrkräfte und MultiplikatorInnen. White paper, Juli 2020, online: mintcoach.net/fileadmin/user_upload/Dokumente/Leitfaden_MINTcoach.pdf
• Eigenstetter, M.; Oerke, B., Sparmann, G.; Naumann, S.; Guldner, A.; Fischer-Krupp, M.; Juncker, Y. (2020): Mit dem MINTcoach auf Mission. In: T. Köhler, E. Schoop (Hrsg.): Gemeinschaften in Neuen Medien. Von hybriden Realitäten zu hybriden Gemeinschaften: 23. Workshop GeNeMe'20 Gemeinschaften in Neuen Medien, Erscheinungsort: Dresden, Verlag: TUDpress, Dezember 2020, S. 422-431, ISBN: 978-3-95908-21-1, online: https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa2-741551

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• Grumbach, L. & Bergmann, R.: SEMAFLEX - A Novel Approach for Implementing Workflow Flexibility by Deviation Based on Constraint Satisfaction Problem Solving. Expert Systems. 2019
• Vieting, P. ; de Lamare, R. C.; Martin, L.; Dartmann, G.* & Schmeink, A.*: Likelihood-Based Adaptive Learning in Stochastic State-Based Models, IEEE Signal Processing Letters, (*Corresponding Authors), 2019
• Begic Fazlic, L. ; Hallawa, A.; Schmeink, A.; Peine, A.; Martin, L. & Dartmann, G.: A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines, 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, 2019
• Zamani, A.; Taghizadeh, O.; Dartmann, G.; Mathar, R. & Schmeink, A.: Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls, 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2019 accepted)
• Topal, O. A. ; Demir, M. Ö.; Dartmann, G.; Schmeink, A.; Ascheid, G.; Pusaney, A. E. & Karabulut Kurt, G.: Physical Layer Spoofing Against Eavesdropping Attacks, The 8th Mediterranean Conference on Embedded Computing - MECO'2019
• Hallawa, E.; Zechendorf, Y.; Song, A.; Schmeink, A.; Peine, L.; Martin, G.; Ascheid, G. & Dartmann,G.: On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets, 22nd International Conference on the Applications of Evolutionary Computation, Springer, 2019
• Krieger, R. & Schorr, C. : A Reference Model for Product Data Profiling in Retail ERP Systems.In Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: DATA, ISBN 978-989-758-377-3, ISSN 2184-285X, pages 317-324. DOI: 10.5220/0007953303170324
• Mancebo, J; Guldner, A.; Kern, E.; Kesseler, P.; Kreten, S.; Garcia, F.; Calero, C.; Naumann, S.: Assessing the Sustainability of Software Products - A Method Comparison. In: Schaldach R., Simon KH., Weismüller J., Wohlgemuth V. (eds) Advances and New Trends in Environmental Informatics. Progress in IS. Springer, Cham
• Gollmer, K.-U.; Burger, G.; Krieger, R. & Wahl, M.: IoT-workshop: Application examples for adult education. Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
• Dartmann, G. (Hrsg.); Song, H. (Hrsg.) & Schmeink, A. (Hrsg.):  Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376, 2019,  Co-Author of the following Chapters within the Book:
  1. Schneider, J.; Dziubany, M.; Schmeink, A.; Dartmann, G.; Gollmer, K.-U. & Naumann, S.: Predicting energy consumption using machine learning, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
  2. Mohammed, S. ; Bytyn, A.; Ascheid, G.& Dartmann, G.: Reinforcement Learning and Deep Neural Network for Autonomous Driving, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
  3. Dziubany, M.; Garling, M.; Schmeink, A.; Burger, G.; Dartmann, G.; Naumann, S. & Gollmer,K.-U.: Machine Learning Based Artificial Nose on a Low-Cost IoT-Hardware, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
  4. Hallawa, A.; Song,  Z.; Peine, A.; Martin, L.; Schmeink, A.; Ascheid, G. & Dartmann, G.: Machine Learning in Future Intensive Care: Classification of Stochastic Petri Nets via Continuous-time Markov Chains, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
  5. Demir, M. Ö.; Pusane, A. E.; Dartmann, G. & Karabulut Kurt, G.: Utility Privacy Trade-off in Communication Systems, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376
  6. Gollmer, K.-U.; Kreten, S.; Stolz, F.; Dartmann, G. & Burger G.: IoT-Workshop: Blueprint for pupils education in IoT, Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition, Elsevier, Paperback ISBN: 9780128166376 
• Guldner, A.; Kreten, S.; Müller, A. & Roth, T.: Lernen in der digitalen Zeit - Innovative Unterrichtsprojekte aus der MINT-Forschung. MNU Journal, 3:203 – 209, 2019. Verlag Klaus Seeberger, Neuss. Link zum PDF.

• Machhamer, R.; Dziubany, M.; Czenkusch, L.; Laux, H.; Schmeink, A.; Gollmer, K.-U.; Naumann, S. & Dartmann, G.: Online Offline Learning for Sound-based Indoor Localization Using Low-cost Hardware, in IEEE Access. doi: 10.1109/ACCESS.2019.2947581, 2019, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8869796&isnumber=6514899

• Peine, A.; Hallawa, E.; Schöffski, O.; Dartmann, G.; Begic Fazlic, L.; Schmeink, A.; Marx, G. & Martin, L: A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study, JMIR Med Inform, 2019;7(4):e14806 URL: medinform.jmir.org/2019/4/e14806 DOI: 10.2196/14806

• Hauck, M.; Machhamer, R.; Czenkusch, L.; Gollmer, K.-U. & Dartmann, G.: Node and Block-based Development Tools for Distributed Systems with AI Applications, in IEEE Access. doi: 10.1109/ACCESS.2019.2940113, 2019, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8827469&isnumber=6514899

• Ayad, A.; Zamani, A.; Schmeink, A. & Dartmann, G.: Design and Implementation of a Hybrid Anomaly Detection System for IoT, Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS), IEEE, 2009, (accepted for publication)

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• Zechendorf, E.; Vaßen, P.; Zhang, J.; Hallawa, A.; Martincukus, A.; Krenkel, O.; Müller-Newen, G.; Schuerholz, T.; Simon, T-P..; Marx, G.; Ascheid, G.; Schmeink, A.; Dartmann, G.; Thiemermann, C. & Martin, L.: Heparan sulfate induces necroptosis in murine cardiomyocytes – a Medical-In-Silico approach using machine learning. In: Frontiers in Immunology. 2018
• Laux, H.; Bytyn, A.; Ascheid, G.; Schmeink, A. Karabalut Kurt, G. & Dartman, G.: Learning-Based Indoor Localization for Industrial Applications. Workshop on Sensor Data Fusion and Machine Learning for next Generation of Cyber-Physical-Systems. In conjunction with ACM International Conference on Computing Frontiers. 2018
• Hinkelmann, D.; Schmeink, A. & Dartmann, G.;: Distributed learning-based state prediction for multi-agent systems with reduced communication effort. Workshop on Sensor Data Fusion and Machine Learning for next Generation of Cyber-Physical-Systems. In conjunction with ACM International Conference on Computing Frontiers. 2018
• Kern, E.; Hilty, L. M.; Guldner, A.; Maksimov, Y. V.; Filler, A.; Gröger, J. & Naumann, S.: Sustainable software products – towards assessment criteria for resource and energy efficiency.  In: Future Generation Computer Systems, Volume 86, September 2018, Pages 199-210, ISSN 0167-739X, available online: https://www.sciencedirect.com/science/article/pii/S0167739X17314188.
• Demir, M. Ö.; Karabulut Kurt, G.; Dartmann, G.; Ascheid, G. & Pusane, A.E.: Security Analysis of Forward Error Correction Codes in Relay Aided Networks, in Global Information Infrastructure and Networking Symposium 2018, accepted for publication, 2018
• Guldner, A.; Juncker, Y.; Blank, S.; Sparmann, G.; Filler, A.; Eigenstetter, M.; Oerke, B. & Naumann, S.: MINTcoach: Sustainability through Digital Behavioral Interventions.In: Hans-Joachim Bungartz, Dieter Kranzlmüller, Volker Weinberg, Jens Weismüller, Volker Wohlgemuth (Eds.) Environmental Informatics: Techniques and Trends Adjunct Proceedings of the 32nd EnviroInfo; Munich, September 2018, Shaker Verlag, pp 11-16
• Verdecchia, R.; Guldner, A.; Backer, Y. & Kern, E.: Code-level Energy Hotspot Localization via Naive Spectrum Based Testing.In Bungartz, H.-J., Kranzlmüller, D., Weinberg, V., Weismüller, J., Wohlgemuth, V. (Eds.) Advances and New Trends in Environmental Informatics Managing Disruption, Big Data and Open Science Proceedings of the 32nd EnviroInfo; Munich, September 2018, Springer
• Kreten, S.; Guldner, A. & Naumann, S.: An Analysis of the Energy Consumption Behavior of Scaled, Containerized Web Apps. In: Sustainability 10, no. 8: 2710, August 2018. available online: http://www.mdpi.com/2071-1050/10/8/2710
• Kern, E.; Guldner, A. & Naumann, S.: Bewertung der Nachhaltigkeit von Software: Entwicklung einer Umweltkennzeichnung. In: Arndt HK., Marx Gómez J., Wohlgemuth V., Lehmann S., Pleshkanovska R. (eds) Nachhaltige Betriebliche Umweltinformationssysteme. Springer Gabler, Wiesbaden, pp 9-19, online: https://link.springer.com/chapter/10.1007/978-3-658-20380-1_2
• Kern, E.; Guldner, A. & Naumann, S. : Including Software Aspects in Green IT: How to Create  Awareness  for  Green  Software  Issues.  In:  Kharchenko, Vyacheslav;  Kondratenko,  Yuriy; Kacprzyk,  Janusz  (Eds.):  Green  IT  Engineering:  Social,  Business and  Industrial  Applications, Volume 3 Springer-Series “Studies in Systems, Decision and Control”, pp. 3-19, 2018
• Dziubany, M.; Schneider, J.; Schmeink, A.; Dartman, G.; Gollmer, K.-U. & Naumann, S.: Prognose von Wärmeverbräuchen. In: Christian Czarnecki, Carsten Brockmann, Eldar Sultanow, Agnes Koschmider, Annika Selzer (Hrsg.): Workshops der INFORMATIK 2018 - Architekturen, Prozesse, Sicherheit und Nachhaltigkeit. 6. Workshop Umweltinformatik zwischen Nachhaltigkeit und Wandel. Lecture Notes in Informatics (LNI), Volume P-285. Bonn, 2018, S. 135-144, 2018

• Topal, O.A.; Liang, Z.; Ascheid, G.; Dartmann, G. & Karabulut Kurt, G.: Using of Wavelets for Secret Key Generation: A Measurement Based Study, in Telecommunications forum 2018, 2018 IEEE

• Vieting, P.; de Lamare, R. C.; Martin, L.; Dartmann, G. and Schmeink, A.: An Adaptive Learning Approach to Parameter Estimation for Hybrid Petri Nets in Systems Biology, IEEE Statistical Signal Processing Workshop (SSP), 2018

• Dziubany, M.; Machhamer, R.; Laux, H.; Schmeink, A.; Gollmer, K.-U.; Burger, G. & Dartmann, G.: Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware, 26th European Signal Processing Conference (EUSIPCO), 2018

• Pallasch, C.; Peitz, A.; Herfs, W.; Schmeink, A. & Dartmann, G.: Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy, in 23rd International Conference on Emerging Technologies and Factory Automation IEEE, 2018

• Tedik Basaran, S.; Karabulut Kurt, G.; Oke Günel, G.; Schmeink, A.; Ascheid, G. & Dartmann, G.: The Safety Capacity: Disagreement Analysis of Wireless Communication-based Consensus. IEEE Wireless Communication Letters, 2018

• Fischer-Stabel, P.: A Spatial Data Infrastructure (SDI) supporting Environmental Sciences Education in the National Park Hunsrück-Hochwald (Germany) InterCarto-InterGIS24, Proceedings of the interdisciplinary Conference on Geoinformation and Sustainable Development, July 24-28, 2018, Bonn, Germany

• Fischer-Stabel, P.; Göttert, C. & Schneider, J.:  Datenvisualisierung - Vom Diagramm zur Virtual Reality. UTB-Nr 5028, UKV-Verlag, München

• Fischer-Stabel, P. & Solte-Gresser, C: Wölfe in der Großregion: Zwischen Mythos und Management. In: Sébastian Thiltges und Christiane Solte-Gresser (Hrsg.): Kulturökologie und ökologische Kulturen in der Großregion / Écologie culturelle et cultures écologiques dans la Grande Region. Interdisziplinäre Studien. Band 5 der Reihe: Studies in Literature, Culture, and the Environment, Frankfurt/New York: Peter Lang 2018.

• Kern, E.; Guldner, A.; Naumann S.: Green and Sustainable Software: A research Landscape - in a partial state of completeness (Poster). In: Penzenstadler, B.; Easterbrook, S.; Venters, C.; Ahmed, S. I.; (Eds.) International Conference on Information and Communication Technology for Sustainability (ICT4S), Toronto, Canada, May 14-18, 2018, EPiC Series in Computing, Volume 52, Mai 2018.

• Jungbluth, J.; Siedentopp, K.; Krieger, R.; Gerke, W. & Plapper, P.:  Combining Virtual and Robot Assistants—A Case Study about Integrating Amazon’s Alexa as a Voice Interface in Robotics. In 2nd Robotix-Academy Conference for Industrial Robotics (RACIR) 2018, University of Luxembourg, Luxembourg, 04-05 June 2018: S. 35 - 39. http://orbilu.uni.lu/handle/10993/37876

• Naumann, S.; Voigt, K., Kern, E.; Wohlgemuth, V.: Quo Vadis, Umweltinformatik? 6. Workshop: Umweltinformatik zwischen Nachhaltigkeit & Wandel (UINW 2018). In: Workshops der INFORMATIK 2018-Architekturen, Prozesse, Sicherheit und Nachhaltigkeit, Köllen Druck+ Verlag GmbH, September 2018

• Hinsberger, M.; Naumann, S.; Gollmer, K.; Langenbucher, A.; Schick, B. & Wenzel, G.: A heuristic algorithm to calculate optical properties of turbid media. In: Proc.SPIE 10685. DOI: 10.1117/12.2306778.

• Gröger, J.; Köhler, A.; Naumann, S.; Filler, A.; Guldner, A.; Kern, E.; Hilty, L. M. & Maksimov, Y.: Entwicklung und Anwendung von Bewertungsgrundlagen für ressourceneffiziente Software unter Berücksichtigung bestehender Methodik. Abschlussbericht. TEXTE 105/2018 Umweltforschungsplan des Bundesministeriums für Umwelt, Naturschutz und nukleare Sicherheit. Dessau-Roßlau, Dezember 2018

• Grumbach, L.;Rietzke, E.; Schwinn, M.; Bergmann, R. & Kuhn, N.: SEMANAS - Semantic Support for Grant Application Processes. In Lernen. Wissen. Daten. Analysen. (LWDA 2018), Volume 2191 of CEUR Workshop Proceedings, pages 126-131, 2018.

• Gollmer, K.-U.; Schmidt, M.; Schröder, W. M. & Wartha, M.: Kompass: Künstliche Intelligenz – Plädoyer für einen aufgeklärten Umgang, Charta digitale Vernetzung e. V., 2018

• Kern, E.; Silva, S. & Guldner, A.: Assessing the Sustainability Performance of Sustainability Management Software. In: Naumann, S., Kern, E. (Eds.): Special Issue “Advanced Green Information and Communication Technology“, Technologies Journal, MDPI, September 2018. dx.doi.org/10.3390/technologies6030088
  
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• Cepheli, Ö.; Dartmann, G. ; Karabulut Kurt, G.; Ascheid, G.: An encryption aware physical layer security system. ICC2017: IEEE International Workshop on Smart Communication Protocols and Algorithms. 2017
• Demir, M. Ö.  ; Karabulut Kurt, G.;  Lücken, V.; Ascheid, G. ; Dartmann, G.: Impact of the Communication Channel on Information Theoretical Privacy, in Proceedings of IEEE International Symposium on Information Theory (ISIT) 2017
• Dartmann, G.;  Demir, M. Ö. ; Laux, H. ; Lücken, V.;  Bajcinca, N.; Karabulut Kurt, G.;  Ascheid, G.; Ziefle, M.: Tutorial on information theoretic metrics quantifying privacy in cyber-physical systems. To Appear in Security and Privacy in Cyber-Physical Systems, (Wiley). 2017
• Demir, M. Ö. ; Gökceliy, S.; Dartmann, G.; Lücken, V.; Ascheid, G. ; and Karabulut Kurt, G. : Utility privacy trade-off for noisy channels in OFDM systems. IEEE Vehicular Technology Conference, (VTC Fall), 2017
• Cepheli, Ö.; Dartmann, G.; Karabulut Kurt, G. and Ascheid, G. : Guaranteed secrecy framework for wireless cyber physical systems.  IEEE Transactions on Sustainable Computing, 2017
• Naumann, S.; Eigenstetter, M. & Manns; H.: Ressourceneffizienz im Gebäudebetrieb durch Nutzerintegration und Automation (REGENA) – Entwicklung und vergleichende Evaluierung geringst- und gering-investiven Maßnahmen zur energetischen Betriebsoptimierung im Hochschulbereich, Kongress 2017 ENERGIEWENDEBAUEN, S. 178-179
• Fischer-Stabel, P.: Environmental Software Systems in National Park Monitoring and Management.- Environmental Software Systems, Volume 12. Proceedings 12th International Sympsium on Environmental Software Systems (ISESS 2017), Springer. 2017
• te Heesen, H.; Herbort, V. & Rumpler, M.: Studie zum Ertrag von Photovoltaikanlagen in Deutschland 2016. Hochschule Trier. März 2017
• Vier, D. ; Wambach, S. ; Schünemann, V. & Gollmer, K.-U.: Multivariate curve resolution and carbon balance constraint to unravel ftir spectra from fed-batch fermentation samples. Bioengineering, 2017.
• Gollmer, K.-U. ; Dartmann, G. et al.:  Positionspapier IoT-Werkstatt zum Digitalgipfel, Ludwigshafen 2017  http://deutschland-intelligent-vernetzt.org/app/uploads/2017/06/Positionspapier_IoT-Werkstatt_EG_M2M.pdf
• Gökceliy, S. ; Cepheli, Ö.; Tedik Basaran, S.; Karabulut Kurt, G.; Dartmann, G. & Ascheid, G.: How effective is the artificial noise? real-time analysis of a phy security scenario. IEEE Global Communications Conference: Workshops: 5th IEEE GLOBECOM Workshop on Trusted Communications with Physical Layer Security. 2017.
• Kern, E. : Umwelt- und Nachhaltigkeitsthemen für die breite Masse: Nachhaltigkeit in Internetunternehmen. In: M. Eibl, M. Gaedke (Hrsg.):INFORMATIK 2017, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, Bonn 2017
• Otjacques, B.; Hitzelberger, P.; Naumann, S.; Wohlgemuth, Volker (eds.): From Science to Society. New Trends in Environmental Informatics. Springer, Berlin 2017
• Otjacques, B.; Hitzelberger, P.; Naumann, S.; Wohlgemuth, Volker (eds.): From Science to Society: The Bridge provided by Environmental Informatics. Adjunct Proceedings of the 31st EnviroInfo conference. Shaker, Aachen 2017
• Kreten, S.; Guldner & A.: Resource Consumption Behavior in Modern Concurrency Models. In: Otjacques, Benoît; Hitzelberger, Patrik; Naumann, Stefan; Wohlgemuth, Volker (Hrsg.). From Science to Society: The Bridge provided by Environmental Informatics. Shaker Verlag. S. 213-219. 2017
• Becker, Y. & Naumann, S.: Software Based Estimation of Software Induced Energy Dissipation with powerstat. In: Otjacques, Benoît; Hitzelberger, Patrik; Naumann, Stefan; Wohlgemuth, Volker (Hrsg.). From Science to Society: The Bridge provided by Environmental Informatics. Shaker Verlag. S. 69-73. 2017
• Guldner, A.; Garling, M.; Morgen, M.; Naumann, S.; Kern, E. & Hilty, L. M. Hilty: Energy Consumption and Hardware Utilization of Standard Software: Methods and Measurements for Software Sustainability. In: Otjacques, Benoît; Hitzelberger, Patrik; Naumann, Stefan; Wohlgemuth, Volker (Hrsg.). From Science to Society: New Trends in Environmental Informatics. Springer International Publishing. S. 251-261. 2017 online: https://link.springer.com/chapter/10.1007/978-3-319-65687-8_22
• Kern, E.: Green Computing, Green Software, and Its Characteristics: Awareness, Rating, Challenges. In: Otjacques, Benoît; Hitzelberger, Patrik; Naumann, Stefan; Wohlgemuth, Volker (Hrsg.). From Science to Society: New Trends in Environmental Informatics. Springer International Publishing. S. 263-273. 2017 online:  https://link.springer.com/chapter/10.1007/978-3-319-65687-8_23
• Rietzke, E.; Bergmann, R. & Kuhn, N.: Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach. In Lernen. Wissen. Daten. Analysen. (LWDA 2017), volume 1917 of CEUR Workshop Proceedings, pages 188-199, 2017.
• Rietzke, E.; Bergmann, R. & Kuhn, N.: Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach. In: BPM 2017 International Workshops. pp. 142–150.
  
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• Filler, Andreas; Kern, Eva ;Naumann, Stefan: Supporting Sustainable Development in Rural Areas by Encouraging Local Cooperation and Neighborhood Effects using ICT. In: Marx Gómez, J., Sonnenschein, M., Vogel, U., Winter, A., Rapp, B., Giesen, N. (eds.): Advances and New Trends in Environmental and Energy Informatics. Seite: 371-391. Springer. Berlin 2016
• Kern, Eva: The Development of an Eco-Label for Software Products – a Transdisciplinary Process? In: Mayr HC, Pinzger M (Hrsg) INFORMATIK 2016: Lecture Notes in Informatics (LNI). Bonn.  Seite: 1285–1296. 2016
• Naumann, Stefan; Trumm, Dominik; Filler, Andreas; Kern, Eva: OliviaMD – A Supportive Online Platform for the Visualization and Analyzation of Measurement Data. In: EASED@EnviroInfo 2016, Proceedings of the 30th EnviroInfo Conference 2016. Berlin. Seite: 323-328. 2016
• Kern, Eva: Communicating Environmental Issues of Software: Outline of an Acceptance Model. In: Advances and New Trends in Environmental Informatics. Wohlgemuth, V., Fuchs-Kittowski, F., and Wittmann, J. (Hrsg.). Springer International Publishing, Cham.  Seite: 335-345. 2016  http://dx.doi.org/10.1007/978-3-319-44711-7_5  
• Kern, Eva: Development of a Label for Green Software Products: A person-oriented view. In: 4th International Conference on ICT for Sustainability (ICT4S). 29 August - 1 September 2016. Amsterdam, Niederlande. Atlantis Press (Advances in Computer Science Research). 2016 atlantis-press.com/php/pub.php
• Kern, Eva: How to cast the approaches on green software engineering upon the world: Collection of ideas in order to exit the ivory tower. 2nd Green in Software Engineering (GInSEng) In: 4th International Conference on ICT for Sustainability (ICT4S). 29 August, Amsterdam, Niederlande. 2016 http://alarcos.esi.uclm.es/ginseng
• Dartmann, G.;  Modarresi, E.; Barhoush, M. ; Bajcinca, N. ; Karabulut Kurt, G.; Lücken, V.; Zandi, E.; Ascheid, G.: Adaptive control in cyber-physical systems: Distributed consensus control for wireless cyber-physical systems. Cyber-Physical Systems: Foundations, Principles and Applications (Elsevier). 2016.
• Cepheli, Ö. ; Lücken, V.; Karabulut Kurt, G.; Dartmann, G.; Ascheid, G.: Physical layer security in the last mile technology of mobile networks, protecting mobile networks and devices: Challenges and solutions. CRC Press, Taylor and Francis, Series in Security, Privacy and Trust. 2016
• Christian, Andrea; Göttert, Christoph; Gollmer Klaus-Uwe; Michels, Rainer; Naumann, Stefan; Rüffler, Stefan; Eigenstetter, Monika;  Jähn, Verena; . Jäger, E. Potthast, P., Groß, B., Arns, S. Tristan, A. & Mann, H. (in press)  EnOB/EnBop/EnEff: Campus. Ressourceneffizienz im Gebäudebetrieb durch Nutzerintegration und Automation (REGENA) – Entwicklung und vergleichende Evaluierung geringst- und geringinvestiver Maßnahmen zur energetischen Betriebsoptimierung im Hochschulbereich. Abschlussbericht. 2016
• Naumann, Stefan; Christian, Andrea; Göttert, Christoph; Gollmer, Klaus-Uwe; Michels, Rainer; Rüffler, Stefan: Energieeinsparungen im Gebäudebetrieb durch visualisiertes Feedback an Nutzer: Datenerfassung und Datenvisualisierung in Nicht-Wohngebäuden. In: Heinrich C. Mayr, Martin Pinzger (Hrsg.): INFORMATIK 2016. Lecture Notes in Informatics (LNI), Volume P-259, GI Bonn 2016, S. 1239-1249
• Grumbach, Lisa; Rietzke, Eric; Schwinn, Markus; Bergmann, Ralph; Kuhn, Norbert: SEMAFLEX-Semantic Integration of Flexible Workflow and Document Management. Konferenz: LWDA 2016. ceur-ws.org/Vol-1670/paper-20.pdf
• te Heesen, Henrik: Algorithmus zur technischen und wirtschaftlichen Auslegungsoptimierung von Photovoltaikanlagen. Hochschule Trier. Lehre und Forschung 2015. S. 113-116.Lehr- und Forschungsbericht 2015 herunterladen

• Messemer, J. ; Kaufmann, T. ; Martin, C.; Neises, M.; Schmidt, A.; te Heesen, H.: Untersuchung der Zugfestigkeit von FLM-Zugproben aus PLA bei Variation von Schichtdicke und Füllgrad. RTeJournal - Fachforum für Rapid Technologie, Vol. 2016. Iss. 1. urn:nbn:de:0009-2-44411
• Birtel, J.; te Heesen, H.: Algorithm for Technical and Economic Design Optimization of Photovoltaic Systems. 32nd European Photovoltaic Solar Energy Conference and Exhibition. P. 2351–2354. June 2016. DOI: 10.4229/EUPVSEC20162016-5CV.3.22
• Hartard, S. ; te Heesen, H.: Grüne Technologie erleben (DE). Experience Green Technology (EN). Umwelt-Campus Birkenfeld. Mai 2016.
  te Heesen, H.;  Herbort, V.: Development of an Algorithm to Analyze the Yield of Photovoltaic Systems. Renewable Energy. Volume 87, Part 2, March 2016, Pages 1016–1022. DOI: 10.1016/j.renene.2015.07.058
• Birtel, J.; te Heesen, H.: Algorithmus zur technischen und wirtschaftlichen Auslegungsoptimierung von Photovoltaikanlagen. 31. Symposium Photovoltaische Solarenergie. Bad Staffelstein. 09.-11.03.2016.
• Groo, P.; Heun, D. ; te Heesen, H.: Anwendung eines Algorithmus zur technischen und wirtschaftlichen Auslegungsoptimierung von Photovoltaikanlagen. 31. Symposium Photovoltaische Solarenergie. Bad Staffelstein. 09.-11.03.2016.
• Arm, M. ; Grohs, D. ; Grünenberg, R.; Gülden, C.; Rumpler, M. ; te Heesen, H.: Entwicklung einer Web-Applikation zur Ertragsoptimierung von Photovoltaikanlagen - UCB PVapp. 31. Symposium Photovoltaische Solarenergie. Bad Staffelstein. 09.-11.03.2016.
• Gollmer, K.-U. ; Burger, G. : IoT Hackathon - eine Ardublock Blaupause für eigene Ideen, Plattform Innovative Digitalisierung der Wirtschaft, Nationaler IT-Gipfel, Saarbrücken. 2016 http://deutschland-intelligent-vernetzt.org/app/uploads/sites/4/2016/09/IoT_Hackathon_Ardublock_Version.pdf
• Gollmer, K.-U. ; Burger, G. : IoT Hackathon - eine C/C++ Blaupause für eigene Ideen, Plattform Innovative Digitalisierung der Wirtschaft, Nationaler IT-Gipfel, Saarbrücken. 2016 http://deutschland-intelligent-vernetzt.org/app/uploads/sites/4/2016/09/IoT_Hackathon_C_Code_Version.pdf
• Fischer-Stabel, P. , Arweiler, F., Harth, H.: Großflächige Identifizierung von Alt- & Totholzstandorten mit Habitat-Tradition. AGIT-Journal für Angewandte Geoinformatik, 2-2016., Herbert Wichmann Verlag, Berlin/Offenbach. 2016
• Fischer-Stabel, P. , Mattern, M.: Scientific Research Documentation - An Information Server for the National Park Hunsrück-Hochwald.- International Environmental Modelling and Software Society (iEMSs). Proceedings of the 8th Int. Congress on Environmental Modelling and Software. Touluse, France. 2016
• Fischer-Stabel, P. : Auswirkungen des regionalen Klimawandels auf Natur und Umwelt: Daten und Tendenzen. Umweltmagazin Saar 3/2016. BUND Saarland e.V., Saarbrücken. 2016
• Fischer-Stabel, P. ; Gollmer, K.: Informatik für Ingenieure. Fit für das Internet der Dinge.- utb 4645, UKV/Lucius. München. 2016
  
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• Kern, Eva; Dick, Markus; Naumann, Stefan; Filler, Andreas: Labelling sustainable software products and websites: Ideas, Approaches, and Challenges. In: Proceedings EnviroInfo & ICT4S Conference 2015. Seite: 82-101. Kopenhagen 2015
• Trumm, Dominik; Filler, Andreas; Kern, Eva; Naumann, Stefan: SALT – Situation-sensitive Sustainable Service and Product Alternatives: Vision, Conceptual Application & Challenges. Im Rahmen Umweltinformatik zwischen Nachhaltigkeit und Wandel (UINW 2015). Seite:355-364. 2015
• Jonetzko, Roman; Detzler, Matthias; Gollmer, Klaus-Uwe; Guldner, Achim; Huber, Marcel; Michels, Rainer; Naumann, Stefan; Ney, Martin: Development of a Real-time Smart Meter for Non-Intrusive Load Monitoring and Appliance Disaggregation. In: Proceedings EnviroInfo & ICT4S Conference 2015. Seite: 47-52. Kopenhagen 2015
• Jonetzko, Roman; Detzler, Matthias; Gollmer, Klaus-Uwe; Guldner, Achim; Huber, Marcel; Michels, Rainer; Naumann, Stefan: High Frequency Non-intrusive Electric Device Detection and Diagnosis. In: Markus Helfert, Karl-Heinz Krempels, Brian Donnellan and Cornel Klein (eds.): SMARTGREENS 2015. Proceedings of the 4th International Conference on Smart Cities and Green ICT Systems. Seite: 209-216. SCITEPRESS. 2015
• Naumann, Stefan; Kern, Eva; Dick, Markus; Johann, Timo: Sustainable Software Engineering: Process and Quality Models, Life Cycle, and Social Aspects. In: L.M. Hilty and B. Aebischer (eds.): ICT Innovations for Sustainability, Advances in Intelligent Systems and Computing 310, Seite: 191-205. Springer International Publishing Switzerland. 2015
• Kern, Eva; Naumann, Stefan; Dick, Markus: Processes for Green and Sustainable Software Engineering. In: Calero, Coral; Piattini, Mario (Eds.): Green in Software Engineering. Cham, Switzerland: Springer International Publishing Switzerland. Seite: 61-81. Springer. Berlin 2015

• Kern, Eva; Dick, Markus; Naumann, Stefan; Hiller, Tim: Impacts of software and its engineering on the carbon footprint of ICT. In: Environmental Impact Assessment Review  (2015), Volume 52, pp. 53-61. DOI information: 10.1016/j.eiar.2014.07.003, ISSN 0195-9255
  
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• Vier. D, Wambach. S, Schünemann. V; Gollmer Klaus-Uwe: Quantifizierung der Proteinadsorption auf magnetischen Partikeln mittels Infrarotspektroskopie und datengetriebener Modellierung. In: Chemie Ingenieur Technik - Special Issue: ProcessNet-Jahrestagung 2014 und 31. DECHEMA-Jahrestagung der Biotechnologen, Volume 86,Issue(9). Seite: 1592. September 2014
• Vier, D; Wambach, S; Schünemann, V; Gollmer,Klaus-Uwe: Infrarotspektroskopie und multivariate Modellierung zur Analyse von Hochzelldichtefermentationen. In: Chemie Ingenieur Technik - Special Issue: ProcessNet-Jahrestagung 2014 und 31. DECHEMA-Jahrestagung der Biotechnologen, Volume 86, Issue (9). Seite: 1583. September 2014
• Kern, Eva; Dick, Markus; Naumann, Stefan; Hiller, Tim: Impacts of software and its engineering on the carbon footprint of ICT. In: Environmental Impact Assessment Review, Abstract and excerpt available online. August 2014. http://dx.doi.org/10.1016/j.eiar.2014.07.003
• Gollmer, Klaus-Uwe: Beitrag Automatisierungstechnik. In: RÖMPP Lexikon Biotechnologie und Gentechnik. 2. Auflage [Kindle Edition].Herausgeber: Deckwer W.-D; Pühler A.; Schmid R.D. July 2014
• Krieger, Rolf; Beck, Marc: Probleme mit der elektronischen Signatur bei Einführung eines E-Government-Verfahrens. In: Aspekte der technischen Informatik, Festschrift zum 60. Geburtstag von Bernd Becker, herausgegeben von Rolf Drechsler. Seite: 59 – 70. Bremen 2014
• Filler, Andreas; Kern, Eva; Naumann, Stefan: Supporting Sustainable Development in Rural Areas by Encouraging Local Cooperation and Neighborhood Effects using ICT. In: Marx Gómez, Jorge; Sonnenschein, Michael; Vogel, Ute; Winter, Andreas; Rapp, Barbara; Giesen, Nils (Eds.): EnviroInfo 2014. Proceedings of the 28 th International Conference on Informatics for Environmental Protection. Seite: 621-627. BIS-Verlag, Oldenburg 2014
• Kowatsch T; Wahle F; Filler Andreas; Fleisch E: Predicting Adverse Behavior with Early Warning Health Information Systems by Mining Association Rules on Multi-dimensional Behavior: A Proposal. In: Poster presented at the 7th Scientific Meeting of The International Society for Research on Internet Interventions (ISRII). Valencia, Spain 2014
• Filler, Andreas; Haug S.; Kowatsch T: The MobileCoach – An Open Source Solution for Behavioral Change Interventions. In: Abstract presented at the 7th Scientific Meeting of The International Society for Research on Internet Interventions (ISRII). Valencia, Spain 2014
• Haug S; Paz Castro, R; Filler, Andreas; Kowatsch, T.; Fleisch, E.; Schaub, M. P: Efficacy of an internet and SMS-based integrated smoking cessation and alcohol intervention for smoking cessation in young people: study protocol of a two-arm cluster randomised controlled trial. In: BMC Public Health, Volume 14: (1140). 2014
• Filler, Andreas; Kern, Eva; Naumann Stefan: Supporting Sustainable Development in Rural Areas by Encouraging Local Cooperation and Neighborhood Effects using ICT. In: Marx Gómez, Jorge; Sonnenschein, Michael; Vogel, Ute; Winter, Andreas; Rapp, Barbara; Giesen, Nils (Eds.): EnviroInfo 2014. Proceedings of the 28 th International Conference on Informatics for Environmental Protection, Seite: 621 – 627. 2014
• Kern, Eva; Luther-Klee, Bianca; Naumann,Stefan; Filler, Andreas: Kriterien für Webportale zur Unterstützung nachhaltiger Regionalentwicklung am Fallbeispiel "vitaminBIR". Workshop: Umweltinformatik zwischen Nachhaltigkeit und Wandel im Rahmen der Informatik 2014. In: Plödereder, Erhard; Grunske, Lars; Schneider, Eric; Ull, Dominic (Hrsg.): INFORMATIK 2014. Big Data – Komplexität meistern. Lecture Notes in Informatics (LNI) – Proceedings, Volume P-232. Seite: 1923 – 1934. 2014
• Haug, Severin; Kowatsch, Tobias; Paz Castro, Raquel; Filler, Andreas; Schaub, Michael P: Efficacy of a web- and text messaging-based intervention to reduce problem drinking in young people: study protocol of a cluster-randomised controlled trial. In: BMC Public Health, Volume 14(809). 2014. http://www.biomedcentral.com/1471-2458/14/809
  
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• Krieger, Rolf; Frey, Michael; Ziller, Sebastian: Qualitätssicherung der Artikelstammdaten im Handel - Anforderungen, Konzepte und Integration. In: 11th German Information Quality Management Conference. Bad Soden November 2013
• Jähn, Verena; Eigenstetter, Monika; Christian, Andrea; Ebner, Iris; Gollmer, Klaus-Uwe; Kohoun Tsafack, Isidore Willy; Koch, Patrick; Michels, Rainer; Naumann, Stefan; Arns, Sebastian; Groß, Bodo: REGENA "Ressourceneffizienz im Gebäudebetrieb durch Nutzerintegration und Automation - Teilprojekt: Verhaltensbasierte Interventionen und Monitoring". In: Thomas Luschtinetz und Jochen Lehmann (Hrsg.): Nutzung regenerativer Energiequellen und Wasserstofftechnik 2013. 20. Energie-Symposium, 07. – 09. November 2013, Stralsund, Seite: 88 - 95. November 2013
• Christian, Andrea; Naumann, Stefan; Gollmer, Klaus-Uwe; Michels, Rainer; Ebner, Iris; Kohoun Tsafack, Isidore Willy; Koc, Patrick; Eigenstetter, Monika; Jähn, Verena; Arns,Sebastian, Groß, Bodo: Monitoring und Modellbildung zur energetischen Betriebsoptimierung in Nichtwohngebäuden – das Forschungsprojekt „REGENA“. In: Thomas Luschtinetz und Jochen Lehmann (Hrsg.): Nutzung regenerativer Energiequellen und Wasserstofftechnik 2013. 20. Energie-Symposium, 07. – 09. November 2013, Stralsund, Seite: 31 – 36. November 2013
• Vier, D.; Gollmer,Klaus-Uwe; Schünemann,V: ATR-FTIR-Spektroskopie und Chemometrik zur Quantifizierung der Proteinadsorption auf Nanopartikeln. In: "Von der Datenflut zum Erkenntnisgewinn – der richtige Umgang mit (Bio)-Prozessdaten". Dechema Infotag. Dechema-Haus, Frankfurt am Main. Oktober 2013
• Klimbingat, Lars; Krieger, Rolf: Null Fehler – von Anfang an! - Herausforderung Qualitätssicherung der Artikeldaten in SAP for Retail. In: Das E3-Magazin. 2013
• Fischer-Stabel, Peter; Hardt, Christopher: Requirements to Micro - Unmanned Aircraft Systems in Civil Protection and Environmental Monitoring. In Bernd Page, Andreas G. Fleischer, Johannes Göbel, Volker Wohlgemuth (Eds.): EnviroInfo2013 – Environmental Informatics and Renewable Energies. 27th International Conference on Informatics for Environmental Protection. September 2013
• Fischer-Stabel, Peter; Mattern, Michael; Gülden, Christian: A webbased application for crowdsourced acquisition of species data in the UNESCO MaB Biosphere Reserve Bliesgau. In Bernd Page, Andreas G. Fleischer, Johannes Göbel, Volker Wohlgemuth (Eds.): EnviroInfo2013 – Environmental Informatics and Renewable Energies. 27th International Conference on Informatics for Environmental Protection. September 2013
• Kohoun Tsafack, Isidore Willy; Christian, Andrea, Naumann, Stefan; Gollmer, Klaus-Uwe; Ebner, Iris; Michels Rainer; Koch, Patrick, Guldner, Achim; Eigenstetter, Monika; Jähn, Verena; Arns, Sebastian; Groß Bodo: Resource Efficiency in Buildings through Automation and User Integration (REGENA). In: Bernd Page, Andreas G. Fleischer, Johannes Göbel, Volker Wohlgemuth (Eds.): EnviroInfo2013 – Environmental Informatics and Renewable Energies. 27th International Conference on Informatics for Environmental Protection, Seite: 484 – 491. September 2013
• Kern, Eva; Dick, Markus; Drangmeister, Jakob; Hiller, Tim, Naumann Stefan; Guldner Achim: Integrating Aspects of Carbon Footprints and Continuous Energy Efficiency Measurements into Green and Sustainable Software Engineering. In: Bernd Page, Andreas G. Fleischer, Johannes Göbel, Volker Wohlgemuth (Eds.): EnviroInfo2013 – Environmental Informatics and Renewable Energies. 27th International Conference on Informatics for Environmental Protection, Seite: 300 – 308. September 2013.
• Guldner, Achim; Arns, Sebastian; Schunk, Tobias, Gollmer, Klaus-Uwe; Michels, Rainer; Naumann Stefan: Detecting Consumer Devices by Applying Pattern Recognition to Smart Meter Signals. In: Bernd Page, Andreas G. Fleischer, Johannes Göbel, Volker Wohlgemuth (Eds.): EnviroInfo2013 – Environmental Informatics and Renewable Energies. 27th International Conference on Informatics for Environmental Protection. Seite: 198 – 204. September 2013
• Kern, Eva; Dick, Markus; Naumann Stefan; Guldner, Achim; Johann, Timo: Green Software and Green Software Engineering – Definitions, Measurements, and Quality Aspects. In: Hilty, Lorenz M.; Aebischer, Bernard; Andersson, Göran; Lohmann, Wolfgang (Hg.): ICT4S ICT for Sustainability. Proceedings of the First International Conference on Information and Communication Technologies for Sustainability. Seite: 87 – 94. February 2013. http://e-collection.libra.../eth:6558/eth-6558-01.pdf
• Gollmer, Klaus-Uwe: Modellbildung und Simulation. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite:223-232. 2013
• Schneider, Marcel: Internet-Technologien, Webservices und deren vielfältige Anwendungen. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite :193-206. 2013
• Mattern, Michael: Geodaten-Services und Open-Source-GIS-Werkzeuge. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 154-161. 2013
• Fischer-Stabel, Peter: Geoinformationssysteme (GIS). In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 144-153. 2013
• Fischer-Stabel, Peter: Umweltdaten und Umweltinformationssysteme (UIS). In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 2-13. 2013
• Krieger, Rolf: Datenmodellierung. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 134-143. 2013
• Didion, Axel; Fischer-Stabel, Peter: Biodiversität und Artbestimmung. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 58-67. 2013
• Dick, Markus; Drangmeister, Jakob; Kern, Eva; Naumann, Stefan: Green Software Engineering with Agile Methods. 2nd International Workshop on Green and Sustainable Software (GREENS 2013). 35th International Conference on Software Engineering (ICSE 2013). May 20, 2013 in San Francisco, CA, USA. IEEE, 2013
• Kern, Eva; Johann, Timo; Naumann, Stefan: Green IT und Green by IT - Grundlagen und Konzepte umweltfreundlicher Informationstechnik. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 252-262. 2013
• Naumann, Stefan: Anforderungsanalyse zur Entwicklung von Umweltinformationssystemen. In: Peter Fischer-Stabel (Hg.): Umweltinformationssysteme. Grundlegende Konzepte und Anwendungen. Berlin: Wichmann, 2. Auflage. Seite: 124-133. 2013
• Naumann, Stefan: Zusammenhänge von Umweltinformatik, Nachhaltigkeitsinformatik und nachhaltiger Software. In: Mokosch, Matthias; Urban, Torsten (Hrsg.): Umweltinformationssysteme. Definition, Bedeutung und Konzeption. MIS-Schriftenreihe, Band 3. Seite: 11-22. 2013
• Naumann, Stefan; Kern, Eva; Dick, Markus: Classifying Green Software Engineering - The GREENSOFT Model. Softwaretechnik-Trends, Band 33, Heft 2. 2013
• Bunse, Christian; Gottschalk, Marion; Naumann, Stefan; Winter, Andreas: FG SRE: Bericht und Beiträge vom 2. Workshop Energy Aware Software-Engineering and Development (EASED@BUIS) vom 25. April 2013 in Oldenburg. Softwaretechnik-Trends, Band 33, Heft 2. 2013
• Bunse, Christian; Naumann, Stefan; Winter, Andreas: Entwicklung und Klassifikation energiebewusster und energieeffizienter Software. In: Marx Gómez, Jorge; Lang, Corinna; Wohlgemuth, Volker: IT-gestütztes Ressourcen- und Energiemanagement: Konferenzband zu den 5. BUIS-Tagen. Springer, Berlin Heidelberg. Seite: 557-566. 2013
• Drangmeister, Jakob; Kern, Eva; Dick, Markus; Sparmann, Gisela; Guldner, Achim: Greening Software with Continuous Energy Efficiency. In: Horbach; Matthias (Ed.): Informatik 2013. Informatik angepasst an Mensch, Organisation und Umwelt. Lecture Notes in Informatics (LNI) – Proceedings. Volume P-220. Seite: 940-951. 2013. https://dl.gi.de/handle/20.500.12116/20524
• Trumm, Dominik; Kern, Eva; Kemper, Ruben; Naumann, Stefan: Shareconomy & Co. als Unterstützer einer nachhaltigen Entwicklung? - Klassifikation und Analyse bestehender Angebote. In: Horbach; Matthias (Ed.): Informatik 2013. Informatik angepasst an Mensch, Organisation und Umwelt. Lecture Notes in Informatics (LNI) – Proceedings. Volume P-220. Seite: 1023-1023. 2013
• Fischer-Stabel, Peter: Umweltinformationssysteme – Grundlegende Konzepte und Anwendungen - 2., neu bearbeitete und erweiterte Auflage. Herausgeber: VDE Verlag, Berlin. 2013

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• Johann, Timo; Dick, Markus; Kern, Eva; Naumann, Stefan: How to measure energy-efficiency of software: Metrics and measurement results. Proceedings of the First International Workshop on Green and Sustainable Software (GREENS) 2012, June 3. Held in conjunction with ICSE 2012, The International Conference on Software Engineering, June 2-9. Seite: 51 – 54. June 2012
• Arns, Sebastian; Ebner, Iris; Eigenstetter, Monika; Gollmer, Klaus-Uwe; Jähn, Verena; Michels, Rainer; Naumann, Stefan; Groß, Bodo: REGENA: „Ressourceneffizienz im Gebäudebetrieb durch Nutzerintegration und Automation“. Luschtinetz, Thomas; Lehmann, Jochen (Hrsg.): Nutzung Regenerativer Energiequellen und Wasserstofftechnik 2012. Seite: 7-9. 2012
• Ziemer, Lisa; Stahlschmidt, Tina; Kuhn, Norbert: Social Media in the context of Academic Marketing - Case Study: Evaluation of the Umwelt-Campus Campaign. Proceedings of the Fourth International Conference on Computational Aspects of Social Networks (CASoN), São Carlos (Brazil), 2012. Seite: 161-166. 2012
• Schneider, Marcel; Schmidt, Michael; Kuhn, Norbert: Extended user interface definition for the framework RUNNING. Proceedings of the 2012 International Symposium on Communications and Information Technologies (ISCIT), Gold Coast (Australia), 2012. Seite: 1115-1120. 2012
• Kern, Eva; Heinz, Kai-Benjamin; Hiller, Tim; Johann, Timo: Towards more Transparency in Supporting a Green Web. Environmental Informatics Prize 2012 for Students. In: Arndt, Hans-Knud; Knetsch, Gerlinde; Pillmann, Werner (Hg.): EnviroInfo 2012: Man Environment Bauhaus: Light up the Ideas of Environmental Informatics. Proceedings of the 26th International Conference on Informatics for Environmental Protection. Seite: 45 - 54. 2012
• Dick, Markus; Kern, Eva; Johann, Timo; Naumann, Stefan; Gülden, Christian: Green Web Engineering - Measurements and Findings. In: Arndt, Hans-Knud; Knetsch, Gerlinde; Pillmann, Werner (Hg.): EnviroInfo 2012: Man Environment Bauhaus: Light up the Ideas of Environmental Informatics. Proceedings of the 26th International Conference on Informatics for Environmental Protection. Seite: 599 – 606. 2012
• Dick, Markus; Kern, Eva; Johann, Timo; Naumann, Stefan: Green Requirements Engineering with the GREENSOFT Model. Taking the whole Lifecycle of Software into Account. First International Workshop on Requirements Engineering for Sustainable Systems, 18th International Working Conference on Requirements Engineering: Foundation for Software Quality (RefsQ'12), Essen. 2012
• Dick, Markus; Kern, Eva; Johann, Timo; Naumann, Stefan: Energie- und Ressourceneffizienz von Softwaresystemen – Kriterien und Messverfahren. In: Wohlgemuth, Volker; Lang, Corinna V.; Marx Gómez, Jorge (Hg.): Konzepte, Anwendungen und Entwicklungstendenzen von betrieblichen Umweltinformationssystemen (BUIS). Tagungsband zu den 4. Berliner BUIS-Tagen am 26. und 27.04. 2012 in Berlin. Seite: 15 - 25. 2012
• Naumann, Stefan: Grüne Software - Auch "weiche" Anwendungen verbrauchen Energie. ECO-World by ALTOP in Kooperation mit dem Bundesdeutschen Arbeitskreis für Umweltbewusstes Management (B.A.U.M.) e.V.: forum Nachhaltiges Wirtschaften. Ausgabe 03/2012. Seite: 60 – 61. 2012 http://www.green-software...2012-03_greensoftware.pdf
• Schmidt, Michael; Schneider, Marcel; Kuhn, Norbert: RUNGUI - A Framework for Runtime Generated User Adapted Interfaces. IASTED International Conference on Human-Computer Interaction, Baltimore, USA. 2012
• Dick, Markus; Kern, Eva; Naumann, Stefan; Johann, Timo: Messung des Software-induzierten Energieverbrauchs. Eine Methode und deren exemplarische Anwendung. Leitert, Thomas (Hrsg.): Green IT Jahrbuch 2012. Berlin. 2012
• Dick, Markus; Kern, Eva; Naumann, Stefan; Johann, Timo: Das GREENSOFT-Modell. Ein Referenzmodell für "Grüne und Nachhaltige Software". Leitert, Thomas (Hrsg.): Green IT Jahrbuch 2012. Berlin,. 2012

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• Dick, Markus; Kern, Eva; Naumann, Stefan; Johann, Timo: The GREENSOFT Model: A Reference Model for Green and Sustainable Software and its Engineering. Sustainable Computing: Informatics and Systems. Ausgabe 4. Seite: 294 - 304. Dezember 2011. http://www.sciencedirect....cle/pii/S2210537911000473
• Dick, Markus; Kern, Eva; Naumann, Stefan; Johann, Timo: Sustainable development, sustainable software, and sustainable software engineering: An integrated approach. IEEE (eds.): SHUSER 2011. 2011 International Symposium on Humanities, Science and Engingeering Research. Kuala Lumpur, Malaysia. Seite: 34 – 39. Juni 2011
• Schwinn, Markus; Kuhn, Norbert; Richter, Stefan: Ontology-based knowledge management for smes. In: The 2nd International Multi-Conference on Complexity, Informatics and Cybernatics. Orlando, Florida. Volume 1. Seite: 151 – 155. März 2011
• Dick, Markus; Kern, Eva; Naumann, Stefan: Green Software. Bundesministerium des Inneren (Hrsg.): greenletter. Informationen zur Green-IT-Initiative des Bundes. Ausgabe Nr. 1. Februar 2011
• Fischer-Stabel, Peter; Barth, B.; Rosar, M.: Integrated Geo-Metadata Management in the Federal State of the Saarland (Germany) and it´s Municipalities. In: Pillmann, Schade, Smits (Eds.): Innovations in Sharing Environmental Observations and Information, Proceedings of the 25th International Conference Informatics for Environmental Protection. Joint Research Centre. Ispra, Italien. 2011
• Ziemer, Lisa; Stahlschmidt, Tina; Kuhn, Norbert: Social Media in the context of Academic Marketing: Case Study: The Umwelt-Campus Blog. Proceedings of the International Conference on Computational Aspects of Social Networks (CASoN). Salamanca, 2011. Seite: 114-119. 2011
• Truar, Andreas; Kuhn, Norbert: Experiments with adaptable multimodal user interfaces for mobile devices. Proceedings of the International Conference on Advanced Robotics, Dubai (UAE), 2011. In: Springer Lecture Notes in Electrical Engineering, Advances in Automation and Robotics. Vol.2. Seite: 9-16. 2011
• Richter, Stefan; Schwinn, Markus; Kuhn, Norbert: An Approach to a graphical Query Editor for Ontology-based Knowledge Management. In: Proceedings of the IC3K/KMIS (International Conference on Knowledge Management and Information Sharing). Paris, Frankreich. 2011
• Richter, Stefan; Schwinn, Markus; Kuhn, Norbert: Ontology-based knowledge management - graphical query editor for owl ontologies. In: ICEIS - 13th International Conference on Enterprise Information Systems. Peking. 2011
• Dick, Markus; Kern, Eva; Drangmeister, Jakob; Naumann, Stefan; Johann, Timo: Measurement and Rating of Software-induced Energy Consumption of Desktop PCs and Servers. In: Innovations in Sharing Environmental observation and Information. Proceedings of the 25th International Conference on Informatics for Environmental Protection. Ispra, Italien. Teil 1 und 2. Seite: 290 – 299. 2011
• Beck, Marc; Hempe, Christian; Krieger, Rolf; Mut, Andreas; Schmitt, Bernhard: Integration of Sensor Data and their Presentation in Regional Environmental Information Systems and Mobile Applications. In: Innovations in Sharing Environmental observation and Information. Proceedings of the 25th International Conference on Informatics for Environmental Protection. Ispra, Italien. Volume 1. Seite: 521-528. 2011
• Dick, Markus; Kern, Eva; Naumann, Stefan; Johann, Timo: Green Software and Green IT: An End User Perspective. In: Information Technologies in Environmental Engineering. Proceedings of the 5th International ICSC Symposium on Information Technologies in Environmental Engineering (ITEE 2011). Seite: 199–211. 2011

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• Schwinn, Markus: Automatic Information Extraction from Documents for Setting Up a Knowledge Archive as Basis for an Automated Tender Preparation. Master Thesis. Hochschule Trier. März 2010
• Fischer-Stabel, Peter; Mattern, Michael; Schäfer, Kerstin: An Information Portal for the Research in Nature Reserves: The UNESCO MaB Biosphere Reserve Bliesgau. In: Greve, Cremers: Integration of Environmental Information in Europe. Proceedings of the 24th International Conference Informatics for Environmental Protection.  Köln/Bonn, Deutschland. Shaker Verlag. 2010
• Kuhn, Norbert; Richter, Stefan; Schmidt, Michael; Truar, Andreas; Schwinn, Markus; Naumann, Stefan; Dick, Markus: Experiments with adaptable interfaces for elderly people. In: Peter Forbrig, Fabio Paterno, and Annelise Mark Pejtersen, editors: Human-Computer Interaction. Volume 332 of IFIP Advances in Information and Communication Technology. Seite: 273 – 276. 2010
• Dick, Markus; Naumann, Stefan; Held, Alexandra: Green Web Engineering. A Set of Principles to Support the Development and Operation of “Green” Websites and their Utilization during a Website’s Life Cycle. In: Filipe, Joaquim; Cordeiro, José (eds.): WEBIST 2010: Proceedings of the 6th International Conference on Web Information Systems and Technologies. April 7 - 10, 2010. Valencia, Spanien. Volume 1. Setúbal: INSTICC Press, 2010. Seite: 48 – 55. 2010
• Dick, Markus; Naumann, Stefan; Kuhn, Norbert: A Model and Selected Instances of Green and Sustainable Software. In: Berleur, Jacques; Hercheui, Magda; Hilty, Lorenz (eds.): What Kind of Information Society? Governance, Virtuality, Surveillance, Sustainability, Resilience. IFIP Advances in Information and Communication Technology. 9th IFIP TC9 International Conference. Seite: 248 – 259. 2010
• Fischer, Julia; Dick, Markus; Naumann, Stefan: Enhancing Sustainability of the Software Life Cycle via a Generic Knowledge Base. In: Greve, Klaus; Cremers, Armin B.: EnviroInfo 2010. Integration of Environmental Information in Europe. Proceedings of the 24th International Conference on Informatics for Environmental Protection. Köln/Bonn, Deutschland. Aachen: Shaker Verlag, 2010. Seite: 716 – 725. 2010
• Dick, Markus; Naumann, Stefan: Enhancing Software Engineering Processes towards Sustainable Software Pro-duct Design. In: Greve, Klaus; Cremers, Armin B.: EnviroInfo 2010. Integration of Environmental Information in Europe. Proceedings of the 24th International Conference on Informatics for Environmental Protection. Köln/Bonn, Deutschland. Aachen: Shaker Verlag, 2010. Seite: 706 - 715. 2010

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