Denis Rangelov

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Tier Architecture

Anomaly Detection

Top Venues

Future Internet

Publications

Paul L. Darius, Denis Rangelov, Philipp Lämmel, Nikolay Tcholtchev
An OMNeT++-Based Approach to Narrowband-IoT Traffic Generation for Machine Learning-Based Anomaly Detection. IoTaIS (2023)
Denis Rangelov, Michell Boerger, Nikolay Tcholtchev, Philipp Lämmel, Manfred Hauswirth
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. IEEE Access 11 (2023)
Denis Rangelov, Philipp Lämmel, Lisa Brunzel, Stephan Borgert, Paul L. Darius, Nikolay Tcholtchev, Michell Boerger
Towards an Integrated Methodology and Toolchain for Machine Learning-Based Intrusion Detection in Urban IoT Networks and Platforms. Future Internet 15 (3) (2023)
Denis Rangelov, Budankailu Sameer Kumar Subudhi, Philipp Lämmel, Michell Boerger, Nikolay Tcholtchev, Jaffer Khan
Design and Specification of a Blockchain-based P2P Energy Trading Platform. QRS Companion (2021)
Denis Rangelov, Nikolay Tcholtchev, Philipp Lämmel, Ina Schieferdecker
Experiences Designing a Multi-Tier Architecture for a Decentralized Blockchain Application in the Energy Domain. ICUMT (2019)