| Design and development of a short-term photovoltaic power output forecasting method based on Random Forest, Deep Neural Network and LSTM using readily available weather features D Rangelov, M Boerger, N Tcholtchev, P Lämmel, M Hauswirth IEEE Access 11, 41578-41595, 2023 | 21 | 2023 |
| Performance Testing for VoIP Emergency Services: a Case Study of the EMYNOS Platform and a Reflection on potential Blockchain Utilisation for NG112 Emergency Communication. BSK Subudhi, F Catal, N Tcholtchev, KT Chiu, Y Rebahi, M Boerger, ... J. Ubiquitous Syst. Pervasive Networks 12 (1), 1-8, 2020 | 9 | 2020 |
| Towards an Integrated Methodology and Toolchain for Machine Learning-Based Intrusion Detection in Urban IoT Networks and Platforms D Rangelov, P Lämmel, L Brunzel, S Borgert, P Darius, N Tcholtchev, ... Future Internet 15 (3), 98, 2023 | 8 | 2023 |
| Key enabling technologies for Europe's technological sovereignty T Ramahandry, V Bonneau, E Bani, N Vlasov, M Flickenschild, O Batura, ... Brussels: European Parliamentary Research Service, 2021 | 7 | 2021 |
| Enabling short-term energy flexibility markets through Blockchain M Boerger, P Lämmel, N Tcholtchev, M Hauswirth ACM Transactions on Internet Technology 22 (4), 1-25, 2022 | 4 | 2022 |
| Toward Trustworthy and Responsible Autonomous Drones in Future Smart Cities AR Ottun, Z Yin, M Liyanage, M Boerger, M Asadi, P Hui, S Tarkoma, ... Authorea Preprints, 2023 | 3 | 2023 |
| Toward Trustworthy and Responsible Autonomous Drones in Future Smart Cities AR Ottun, Z Yin, M Liyanage, M Boerger, M Asadi, P Hui, S Tarkoma, ... Authorea Preprints, 2023 | 3 | 2023 |
| The SPATIAL architecture: Design and development experiences from gauging and monitoring the ai inference capabilities of modern applications AR Ottun, R Marasinghe, T Elemosho, M Liyanage, M Ragab, P Bagave, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | 2 | 2024 |
| Quantitative Evaluation of xAI Methods for Multivariate Time Series-A Case Study for a CNN-Based MI Detection Model H Knof, M Boerger, N Tcholtchev World Conference on Explainable Artificial Intelligence, 169-190, 2024 | 1 | 2024 |
| One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software AR Ottun, M Asadi, M Boerger, N Tcholtchev, J Gonçalves, D Borovčanin, ... 2023 IEEE International Conference on Big Data (BigData), 3556-3565, 2023 | 1 | 2023 |
| Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems H Knof, P Bagave, M Boerger, N Tcholtchev, AY Ding Proceedings of the 13th International Conference on the Internet of Things …, 2023 | 1 | 2023 |
| Design and Specification of a Blockchain-based P2P Energy Trading Platform D Rangelov, BSK Subudhi, P Lämmel, M Boerger, N Tcholtchev, J Khan 2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021 | 1 | 2021 |
| Leveraging blockchain technologies to build short-term energy flexibility markets M Boerger TU Berlin, 2020 | 1 | 2020 |
| AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments AR Ottun, A Akintola, M Liyanage, M Boerger, P Hui, S Tarkoma, ... Computer 57 (12), 47-57, 2024 | | 2024 |
| SPATIAL: Practical AI Trustworthiness with Human Oversight AR Ottun, R Marasinghe, T Elemosho, M Liyanage, AH Ahmed, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
| Design and Specification of a Privacy-Preserving Registration for Blockchain-Based Energy Markets M Boerger, P Lämmel, N Tcholtchev, M Hauswirth International Journal of Ubiquitous Systems and Pervasive Networks (JUSPN …, 2022 | | 2022 |
| Die Vorteile der Blockchain in der internationalen Logistik und globalem Handel M Boerger, P Lämmel, D Rangelov, N Tcholtchev heise, iX-Magazin, 2022 | | 2022 |
| Policies and Recommendations for IT Security in Urban Environments from the Morgenstadt Urban Data Partnership Project. P Lämmel, M Boerger, N Tcholtchev, E Ottendörfer ERCIM News 2021 (126), 0, 2021 | | 2021 |
| Performance testing for VoIP emergency services BSK Subudhi, F Catal, N Tcholtchev, KT Chiu, Y Rebahi, M Boerger, ... | | 2020 |
Nikolay TcholtchevRheinMain University of Applied Sciences & Fraunhofer Institute for Open Communication SystemsAdresse e-mail validée de fokus.fraunhofer.de