Jahr Year |
Titel/Autor:in Title/Author |
Publikationstyp Publication Type |
2024 |
AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments
Ottun, Abdul-Rasheed; Akintola, Adeyinka; Liyanage, Mohan; Boerger, Michell; Hui, Pan; Tarkoma, Sasu; Tcholtchev, Nikolay Vassilev; Nurmi, Petteri; Flores, Huber |
Zeitschriftenaufsatz Journal Article
|
2024 |
SPATIAL: Practical AI Trustworthiness with Human Oversight
Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ahmed, Ashfaq Hussain; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; La, Vinh Hoa; Nguyen, Manh-Dung; Soriente, Claudio; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber |
Konferenzbeitrag Conference Paper
|
2024 |
Quantitative Evaluation of xAI Methods for Multivariate Time Series - A Case Study for a CNN-Based MI Detection Model
Knof, Helene; Boerger, Michell; Tcholtchev, Nikolay Vassilev |
Konferenzbeitrag Conference Paper
|
2024 |
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications
Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ragab, Mohamad; Bagave, Prachi; Westberg, Marcus; Asadi, Mehrdad; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; Siniarski, Bartlomiej; Liyanage, Madhusanka; La, Vinh Hoa; Nguyen , Manh-Dung; Montes De Oca, Edgardo; Oomen, Tessa; Gonçalves, João Fernando Ferreira; Tanasković, Illija; Klopanovic, Sasa; Kourtellis, Nicolas; Soriente, Claudio; Pridmore, Jason; Cavalli, Ana Rosa; Draskovic, Drasko; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber |
Konferenzbeitrag Conference Paper
|
2023 |
Towards an integrated methodology and toolchain for machine learning-based intrusion detection in Urban IoT networks and platforms
Rangelov, Denis; Lämmel, Philipp; Brunzel, Lisa; Borgert, Stephan; Darius, Paul; Tcholtchev, Nikolay Vassilev; Boerger, Michell |
Zeitschriftenaufsatz Journal Article
|
2023 |
One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software
Ottun, Abdul-Rasheed; Asadi, Mehrdad; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Gonçalves, João; Borovčanin, Duşan; Siniarsk, Bartlomiej; Flores, Huber |
Konferenzbeitrag Conference Paper
|
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
Rangelov, Denis; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Lämmel, Philipp; Hauswirth, Manfred |
Zeitschriftenaufsatz Journal Article
|
2023 |
Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems
Knof, Helene; Bagave, Prachi; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Yi Ding, Aaron |
Konferenzbeitrag Conference Paper
|
2022 |
Enabling short-term energy flexibility markets through Blockchain
Boerger, Michell; Lämmel, Philipp; Tcholtchev, Nikolay Vassilev; Hauswirth, Manfred |
Zeitschriftenaufsatz Journal Article
|
2022 |
Design and specification of a privacy-preserving registration for Blockchain-based energy markets
Boerger, Michell; Lämmel, Philipp; Tcholtchev, Nikolay Vassilev; Hauswirth, Manfred |
Zeitschriftenaufsatz Journal Article
|
2021 |
Policies and Recommendations for IT Security in Urban Environments from the Morgenstadt Urban Data Partnership Project
Lämmel, Philipp; Boerger, Michell; Tcholtchev, Nikolay; Ottendörfer, Eva |
Zeitschriftenaufsatz Journal Article
|
2021 |
Design and specification of a blockchain-based P2P energy trading platform
Rangelov, Denis; Subudhi, Budankailu Sameer Kumar; Lämmel, Philipp; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Khan, Jaffer |
Konferenzbeitrag Conference Paper
|
2020 |
Leveraging blockchain technologies to build short-term energy flexibility markets
Boerger, Michell |
Master Thesis
|
2020 |
Performance testing for VoIP emergency services
Subudhi, Budankailu Sameer Kumar; Catal, Faruk; Tcholtchev, Nikolay; Chiu, Kin Tsun; Rebahi, Yacine; Boerger, Michell; Lämmel, Philipp |
Zeitschriftenaufsatz Journal Article
|