Michell Boerger

According to our database, Michell Boerger authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments.

Abdul-Rasheed Ottun, Adeyinka Akintola, Mohan Liyanage, Michell Boerger, Pan Hui, Sasu Tarkoma, Nikolay Tcholtchev, Petteri Nurmi, Huber Flores

Computer, December, 2024

Quantitative Evaluation of xAI Methods for Multivariate Time Series - A Case Study for a CNN-Based MI Detection Model.

Helene Knof, Michell Boerger, Nikolay Tcholtchev

Proceedings of the Explainable Artificial Intelligence, 2024

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications.

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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

SPATIAL: Practical AI Trustworthiness with Human Oversight.

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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

2023

Towards an Integrated Methodology and Toolchain for Machine Learning-Based Intrusion Detection in Urban IoT Networks and Platforms.

Denis Rangelov, Philipp Lämmel, Lisa Brunzel, Stephan Borgert, Paul L. Darius, Nikolay Tcholtchev, Michell Boerger

Future Internet, March, 2023

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.

Denis Rangelov, Michell Boerger, Nikolay Tcholtchev, Philipp Lämmel, Manfred Hauswirth

IEEE Access, 2023

Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems.

Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding

Proceedings of the 13th International Conference on the Internet of Things, 2023

One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software.

Abdul-Rasheed Ottun, Mehrdad Asadi, Michell Boerger, Nikolay Tcholtchev, João Gonçalves, Dusan Borovcanin, Bartlomiej Siniarsk, Huber Flores

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Enabling Short-Term Energy Flexibility Markets Through Blockchain.

Michell Boerger, Philipp Lämmel, Nikolay Tcholtchev, Manfred Hauswirth

ACM Trans. Internet Techn., November, 2022

Design and Specification of a Privacy-Preserving Registration for Blockchain-Based Energy Markets.

Michell Boerger, Philipp Lämmel, Nikolay Tcholtchev, Manfred Hauswirth

J. Ubiquitous Syst. Pervasive Networks, 2022

2021

Policies and Recommendations for IT Security in Urban Environments from the Morgenstadt Urban Data Partnership Project.

Philipp Lämmel, Michell Boerger, Nikolay Tcholtchev, Eva Ottendörfer

ERCIM News, 2021

Design and Specification of a Blockchain-based P2P Energy Trading Platform.

Denis Rangelov, Budankailu Sameer Kumar Subudhi, Philipp Lämmel, Michell Boerger, Nikolay Tcholtchev, Jaffer Khan

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

2020

Performance Testing for VoIP Emergency Services: a Case Study of the EMYNOS Platform and a Reflection on potential Blockchain Utilisation for NG112 Emergency Communication.

Budankailu Sameer Kumar Subudhi, Faruk Catal, Nikolay Tcholtchev, Kin Tsun Chiu, Yacine Rebahi, Michell Boerger, Philipp Lämmel

J. Ubiquitous Syst. Pervasive Networks, 2020