Michael Mock

According to our database, Michael Mock authored at least 76 papers between 1987 and 2024.

Collaborative distances:

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

2024

Using ScrutinAI for visual inspection of DNN performance in a medical use case.

Rebekka Görge, Elena Haedecke, Michael Mock

AI Ethics, February, 2024

Assessing systematic weaknesses of DNNs using counterfactuals.

Sujan Sai Gannamaneni, Michael Mock, Maram Akila

AI Ethics, February, 2024

Developing trustworthy AI applications with foundation models.

Michael Mock, Sebastian Schmidt, Felix Müller, Rebekka Görge, Anna Schmitz, Elena Haedecke, Angelika Voss, Dirk Hecker, Maximilian Poretschkin

CoRR, 2024

PARMA: a Platform Architecture to enable Automated, Reproducible, and Multi-party Assessments of AI Trustworthiness.

Maximilian Pintz, Daniel Becker, Michael Mock

Proceedings of the 2nd International Workshop on Responsible AI Engineering, 2024

Inspecting and Measuring Fairness of unlabeled Image Datasets.

Rebekka Görge, Michael Mock, Maram Akila

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Towards Usability of Process Models for Co-Simulation-Based Operability Analysis of Modular Electrolysis Plants.

Michael Mock, Isabell Viedt, Leon Urbas

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios.

Sujan Sai Gannamaneni, Frederic Klein, Michael Mock, Maram Akila

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

ScrutinAI: A visual analytics tool supporting semantic assessments of object detection models.

Elena Haedecke, Michael Mock, Maram Akila

Comput. Graph., August, 2023

Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog.

Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel

CoRR, 2023

Investigating CLIP Performance for Meta-data Generation in AD Datasets.

Sujan Sai Gannamaneni, Arwin Sadaghiani, Rohil Prakash Rao, Michael Mock, Maram Akila

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

ScrutinAI: A Visual Analytics Approach for the Semantic Analysis of Deep Neural Network Predictions.

Elena Haedecke, Michael Mock, Maram Akila

Proceedings of the 13th International EuroVis Workshop on Visual Analytics, 2022

2021

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.

Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle

CoRR, 2021

An Integrated Approach to a Safety Argumentation for AI-Based Perception Functions in Automated Driving.

Michael Mock, Stephan Scholz, Frédérik Blank, Fabian Hüger, Andreas J. Rohatschek, Loren Schwarz, Thomas Stauner

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops, 2021

Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities.

Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Communication efficient distributed learning of neural networks in Big Data environments using Spark.

Fouad Alkhoury, Dennis Wegener, Karl-Heinz Sylla, Michael Mock

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2019

Adaptive Communication Bounds for Distributed Online Learning.

Michael Kamp, Mario Boley, Michael Mock, Daniel Keren, Assaf Schuster, Izchak Sharfman

CoRR, 2019

Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic.

Birgit Kirsch, Zamira Niyazova, Michael Mock, Stefan Rüping

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events.

George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Georg Fuchs, Michael Mock, Gennady L. Andrienko, Natalia V. Andrienko, Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme

Proceedings of the Web and Wireless Geographical Information Systems, 2018

Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges.

George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Christophe Claramunt, Cyril Ray, David Scarlatti, Georg Fuchs, Gennady L. Andrienko, Natalia V. Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia

Proceedings of the 21st International Conference on Extending Database Technology, 2018

A Distributed Online Learning Approach for Pattern Prediction over Movement Event Streams with Apache Flink.

Ehab Qadah, Michael Mock, Elias Alevizos, Georg Fuchs

Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

2017

Issues in complex event processing: Status and prospects in the Big Data era.

Ioannis Flouris, Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Michael Kamp, Michael Mock

J. Syst. Softw., 2017

2016

FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms.

Ioannis Flouris, Vasiliki Manikaki, Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Michael Mock, Sebastian Bothe, Inna Skarbovsky, Fabiana Fournier, Marko Stajcer, Tomislav Krizan, Jonathan Yom-Tov, Taji Curin

Proceedings of the 2016 International Conference on Management of Data, 2016

Communication-Efficient Distributed Online Learning with Kernels.

Michael Kamp, Sebastian Bothe, Mario Boley, Michael Mock

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Complex event processing over streaming multi-cloud platforms: the FERARI approach: demo.

Ioannis Flouris, Vasiliki Manikaki, Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Michael Mock, Sebastian Bothe, Inna Skarbovsky, Fabiana Fournier, Marko Stajcer, Tomislav Krizan, Jonathan Yom-Tov, Marijo Volarevic

Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

2015

In-Stream Frequent Itemset Mining With Output Proportional Memory Footprint.

Daniel Trabold, Mario Boley, Michael Mock, Tamás Horváth

Proceedings of the LWA 2015 Workshops: KDML, 2015

Towards Flexible Event Processing in Distributed Data Streams.

Sebastian Bothe, Vasiliki Manikaki, Antonios Deligiannakis, Michael Mock

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

2013

Large-scale Online Mobility Monitoring with Exponential Histograms.

Christine Kopp, Michael Mock, Odysseas Papapetrou, Michael May

Proceedings of the First International Workshop on Big Dynamic Distributed Data, 2013

Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings.

Michael Kamp, Christine Kopp, Michael Mock, Mario Boley, Michael May

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Road-quality Classification and Bump Detection with Bicycle-Mounted Smartphones.

Marius Hoffmann, Michael Mock, Michael May

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

2012

Identifying Place Histories from Activity Traces with an Eye to Parameter Impact.

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz

IEEE Trans. Vis. Comput. Graph., 2012

Privacy-preserving distributed monitoring of visit quantities.

Christine Kopp, Michael Mock, Michael May

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011

Towards Automatic Behavior Analysis of Learners in a Technology-enhanced Learning Environment.

Noury Khayat, Michael Mock, Jörg Kindermann

Proceedings of the CSEDU 2011, 2011

An OGC compliant Sensor Observation Service for mobile sensors.

Roland Müller, Manuel Fabritius, Michael Mock

Proceedings of the Advancing Geoinformation Science for a Changing World [Papers from the 14th AGILE Conference, 2011

2010

Data-Mining-Based Link Failure Detection for Wireless Mesh Networks.

Timo Lindhorst, Georg Lukas, Edgar Nett, Michael Mock

Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

Extracting Events from Spatial Time Series.

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz

Proceedings of the 14th International Conference on Information Visualisation, 2010

Discovering bits of place histories from people's activity traces.

Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

2009

Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters.

Dennis Wegener, Michael Mock, Deyaa Adranale, Stefan Wrobel

Proceedings of the ICDM Workshops 2009, 2009

2008

Fault monitoring and correction in a walking robot using LMS filters.

Martin Mladenov, Michael Mock, Karl-Erwin Grosspietsch

Proceedings of the International Workshop on Intelligent Solutions in Embedded Systems, 2008

A GPS Tracking Application with a Tilt- and Motion-Sensing Interface.

Michael Mock, Michael Rohs

Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

2005

Ein Middleware-Kurs mit mobilen Robotern.

Michael Mock, Walter Nowak

Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

Middleware - integration of small devices.

Michael Mock, Stefan Couturier

Proceedings of 10th IEEE International Conference on Emerging Technologies and Factory Automation, 2005

2004

Target-Oriented Mobile Robot Behaviors for Office Navigation Tasks.

Ronny Hartanto, Frank Schönherr, Michael Mock, Joachim Hertzberg

Proceedings of the 2nd IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems, 2004

Expressing Real-Time Requirements on Object-Interactions.

Michael Mock

Proceedings of the 7th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2004), 2004

2001

Enhancing O-O Middleware to Become Time-Aware.

Edgar Nett, Martin Gergeleit, Michael Mock

Real Time Syst., 2001

Reliable Real-Time Cooperation of Mobile Autonomous Systems.

Stefan Schemmer, Edgar Nett, Michael Mock

Proceedings of the 20th Symposium on Reliable Distributed Systems (SRDS 2001), 2001

An Architecture Supporting Loose and Close Cooperation of Distributed Autonomous Systems.

Michael Mock

Proceedings of the 4th International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2001), 2001

Mechanisms for a Reliable Cooperation of Vehicles.

Edgar Nett, Martin Gergeleit, Michael Mock

Proceedings of the 6th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2001), 2001

2000

Continuous Clock Synchronization in Wireless Real-Time Applications.

Michael Mock, Reiner Frings, Edgar Nett, Spiro Trikaliotis

Proceedings of the 19th IEEE Symposium on Reliable Distributed Systems, 2000

Monitoring Distributed Real-Time Activities in DCOM.

Michael Mock, Martin Gergeleit, Edgar Nett

Proceedings of the 3rd International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2000), 2000

Analysis of group communication protocols to assess quality of service properties.

Andrea Coccoli, Stefan Schemmer, Felicita Di Giandomenico, Michael Mock, Andrea Bondavalli

Proceedings of the 5th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2000), 2000

Clock synchronization for wireless local area networks.

Michael Mock, Reiner Frings, Edgar Nett, Spiro Trikaliotis

Proceedings of the 12th Euromicro Conference on Real-Time Systems (ECRTS 2000), 2000

1999

On the coordination of autonomous systems.

Michael Mock, Edgar Nett

Proceedings of the Fifth International Workshop on Object-Oriented Real-Time Dependable Systems, 1999

Implementing the Real-Time Publisher/Subscriber Model on the Controller Area Network (CAN).

Jörg Kaiser, Michael Mock

Proceedings of the 2nd International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC '99), 1999

Real-Time Communication in Autonomous Robot Systems.

Michael Mock, Edgar Nett

Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, 1999

Efficient Reliable Real-Time Group Communication for Wireless Local Area Networks.

Michael Mock, Edgar Nett, Stefan Schemmer

Proceedings of the Dependable Computing, 1999

An Approach to Fault-Tolerant Clock Synchronization for Wireless Local Area Networks.

Michael Mock, Reiner Frings, Edgar Nett

Proceedings of the Workshops zur Architektur von Rechensystemen, 1999

1998

An Adaptive Approach to Object-Oriented Real-Time Computing.

Edgar Nett, Martin Gergeleit, Michael Mock

Proceedings of the 1st International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC '98), 1998

1997

Integrating time-aware CORBA objects into O-O real-time computations.

Martin Gergeleit, Michael Mock, Edgar Nett, J. Reumann

Proceedings of the 3rd Workshop on Object-Oriented Real-Time Dependable Systems (WORDS '97), 1997

A Recovery Model for Extended Real-Time Transactions.

Edgar Nett, Michael Mock

Proceedings of the 2nd High-Assurance Systems Engineering Workshop (HASE '97), 1997

Cooperative Concurrency Control on the Web.

Michael Mock, Martin Gergeleit, Edgar Nett

Proceedings of the 6th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '97), 1997

Managing Dependencies - A Key Problem in Fault-Tolerant Distributed Algorithms.

Edgar Nett, Michael Mock, Peter Theisohn

Proceedings of the Digest of Papers: FTCS-27, 1997

1995

Aktionsunterstützung für verteilte, kooperative Anwendungen: Konzept und Realisierung.

Michael Mock

PhD thesis, 1995

A Short Introduction to Dynamic Actions.

Michael Mock, Edgar Nett

Datenbank Rundbr., 1995

How to Commit Concurrent, Non-Isolated Computations.

Edgar Nett, Michael Mock

Proceedings of the 5th IEEE Workshop on Future Trends of Distributed Computing Systems (FTDCS 1995), 1995

1994

Combining Object-oriented Systems and Open Transaction Processing.

Paul Taylor, Vinny Cahill, Michael Mock

Comput. J., 1994

1993

Aktionsmanagement in COMANDOS: Erfahrungen und Ausblick.

Michael Mock

Datenbank Rundbr., 1993

Generic Action Support for Distributed, Cooperative Applications.

Edgar Nett, Michael Mock

Proceedings of the International Workshop on High-Performance Transaction Systems, 1993

1992

Implementing Atomic Objects with the RelaX Transaction Facility.

Michael Mock, Reinhold Kröger, Vinny Cahill

Comput. Syst., 1992

1991

Concept and Performance of the RelaX Reliable Broadcast Protocol.

Reinhold Kröger, Frank Lange, Michael Mock, Ralf Schumann

Proceedings of the Kommunikation in Verteilten Systemen, 1991

1990

RelaX - An Extensible Architecture Supporting Reliable Distributed Applications.

Reinhold Kröger, Michael Mock, Ralf Schumann, Frank Lange

Proceedings of the Ninth Symposium on Reliable Distributed Systems, 1990

The RelaX Transactional Object Management System.

Reinhold Kröger, Michael Mock, Ralf Schumann

Proceedings of the Security and Persistence, 1990

The Decentralized Non-Blocking RelaX Commit Protocol.

Ralf Schumann, Reinhold Kröger, Michael Mock

Proceedings of the Architektur von Rechensystemen, 1990

C

Michael Mock

Reihe Informatik 78, Bibliographisches Institut, ISBN: 3-411-14581-1, 1990

1989

Recovery-Management in the RelaX Distributed Transaction layer.

Ralf Schumann, Reinhold Kröger, Michael Mock, Edgar Nett

Proceedings of the Eigthth Symposium on Reliable Distributed Systems, 1989

Efficient Commit/Abort Procedures in the RelaX Distributed Transaction Layer.

Ralf Schumann, Michael Mock

Proceedings of the Fehlertolerierende Rechensysteme / Fault-Tolerant Computing Systems, 1989

1987

Implementierung eines RPC-Protokolls für eine objektorientierte Umgebung.

Reinhold Kröger, Michael Mock, Edgar Nett

Proceedings of the Kommunikation in Verteilten Systemen, 1987