Michell Boerger

16 papers A 2B 1C 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 C conf
Anomaly Detection in IoT Networks: A Performance Comparison of Transformer, 1D-CNN, and GrowNet Models on the Bot-IoT Dataset.
DATA
Aurelia Kusumastuti, Denis Rangelov, Philipp Lämmel, Michell Boerger, Andrei Aleksandrov, Nikolay Tcholtchev
2025 J jnl
Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI.
IEEE Open J. Commun. Soc.
Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, Shen Wang
2025 C conf
Leveraging Liquid Time-Constant Neural Networks for ECG Classification: A Focus on Pre-Processing Techniques.
DATA
Lisa-Maria Beneke, Michell Boerger, Philipp Lämmel, Helene Knof, Andrei Aleksandrov, Nikolay Tcholtchev
2024 J jnl
AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments.
Computer
Abdul-Rasheed Ottun, Adeyinka Akintola, Mohan Liyanage, Michell Boerger, Pan Hui, Sasu Tarkoma, Nikolay Tcholtchev, Petteri Nurmi, Huber Flores
2024 — conf
Quantitative Evaluation of xAI Methods for Multivariate Time Series - A Case Study for a CNN-Based MI Detection Model.
xAI (4)
Helene Knof, Michell Boerger, Nikolay Tcholtchev
2024 A conf
SPATIAL: Practical AI Trustworthiness with Human Oversight.
ICDCS
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2024 A conf
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications.
ICDCS
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Mohamad Ragab, Prachi Bagave, Marcus Westberg, Mehrdad Asadi, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2023 J jnl
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
Denis Rangelov, Michell Boerger, Nikolay Tcholtchev, Philipp Lämmel, Manfred Hauswirth
2023 — conf
Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems.
IoT
Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding
2023 B conf
One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software.
IEEE Big Data
Abdul-Rasheed Ottun, Mehrdad Asadi, Michell Boerger, Nikolay Tcholtchev, João Gonçalves, Dusan Borovcanin, Bartlomiej Siniarsk, Huber Flores
2023 J jnl
Towards an Integrated Methodology and Toolchain for Machine Learning-Based Intrusion Detection in Urban IoT Networks and Platforms.
Future Internet
Denis Rangelov, Philipp Lämmel, Lisa Brunzel, Stephan Borgert, Paul L. Darius, Nikolay Tcholtchev, Michell Boerger
2022 J jnl
Design and Specification of a Privacy-Preserving Registration for Blockchain-Based Energy Markets.
J. Ubiquitous Syst. Pervasive Networks
Michell Boerger, Philipp Lämmel, Nikolay Tcholtchev, Manfred Hauswirth
2022 J jnl
Enabling Short-Term Energy Flexibility Markets Through Blockchain.
ACM Trans. Internet Techn.
Michell Boerger, Philipp Lämmel, Nikolay Tcholtchev, Manfred Hauswirth
2021 — conf
Design and Specification of a Blockchain-based P2P Energy Trading Platform.
QRS Companion
Denis Rangelov, Budankailu Sameer Kumar Subudhi, Philipp Lämmel, Michell Boerger, Nikolay Tcholtchev, Jaffer Khan
2021 J jnl
Policies and Recommendations for IT Security in Urban Environments from the Morgenstadt Urban Data Partnership Project.
ERCIM News
Philipp Lämmel, Michell Boerger, Nikolay Tcholtchev, Eva Ottendörfer
2020 J jnl
Performance Testing for VoIP Emergency Services: a Case Study of the EMYNOS Platform and a Reflection on potential Blockchain Utilisation for NG112 Emergency Communication.
J. Ubiquitous Syst. Pervasive Networks
Budankailu Sameer Kumar Subudhi, Faruk Catal, Nikolay Tcholtchev, Kin Tsun Chiu, Yacine Rebahi, Michell Boerger, Philipp Lämmel