Johann Schumann

According to our database1, Johann Schumann authored at least 85 papers between 1986 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Runway Sign Classifier: A DAL C Certifiable Machine Learning System.
CoRR, 2023

Exploring Requirements for Software that Learns: A Research Preview.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023

The Anatomy of Software Changes and Bugs in Autonomous Operating System.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications.
CoRR, 2022

Capture, Analyze, Diagnose: Realizability Checking Of Requirements in FRET.
Proceedings of the Computer Aided Verification - 34th International Conference, 2022

2021
Automated formalization of structured natural language requirements.
Inf. Softw. Technol., 2021

2020
A Framework for the Analysis of Deep Neural Networks in Autonomous Aerospace Applications using Bayesian Statistics.
Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

Bridging the Gap Between Requirements and Simulink Model Analysis.
Proceedings of the Joint Proceedings of REFSQ-2020 Workshops, 2020

Formal Requirements Elicitation with FRET.
Proceedings of the Joint Proceedings of REFSQ-2020 Workshops, 2020

Generation of Formal Requirements from Structured Natural Language.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2020

The Ten Lockheed Martin Cyber-Physical Challenges: Formalized, Analyzed, and Explained.
Proceedings of the 28th IEEE International Requirements Engineering Conference, 2020

A Framework for the Analysis of Deep Neural Networks in Aerospace applications using Bayesian Statistics.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Framework for Software Health Management using Bayesian Statistics: Position Paper.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

A framework for the analysis of adaptive systems using bayesian statistics.
Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

2019
Verification and Validation Approaches for Model-Based Software Engineering.
Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

2018
Statistical Prediction of Failures in Aircraft Collision Avoidance Systems.
Proceedings of the Models, Mindsets, 2018

2017
R2U2: monitoring and diagnosis of security threats for unmanned aerial systems.
Formal Methods Syst. Des., 2017

R2U2: Tool Overview.
Proceedings of the RV-CuBES 2017. An International Workshop on Competitions, 2017

2016
Runtime Analysis with R2U2: A Tool Exhibition Report.
Proceedings of the Runtime Verification - 16th International Conference, 2016

Exploring Model Quality for ACAS X.
Proceedings of the FM 2016: Formal Methods, 2016

2014
Temporal-Logic Based Runtime Observer Pairs for System Health Management of Real-Time Systems.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2014

Runtime Observer Pairs and Bayesian Network Reasoners On-board FPGAs: Flight-Certifiable System Health Management for Embedded Systems.
Proceedings of the Runtime Verification - 5th International Conference, 2014

Automated Testcase Generation for Numerical Support Functions in Embedded Systems.
Proceedings of the NASA Formal Methods - 6th International Symposium, NFM 2014, Houston, TX, USA, April 29, 2014

2013
Software health management: a necessity for safety critical systems.
Innov. Syst. Softw. Eng., 2013

Software health management with Bayesian networks.
Innov. Syst. Softw. Eng., 2013

2011
Formal testing for separation assurance.
Ann. Math. Artif. Intell., 2011

2010
Application of Neural Networks in High Assurance Systems: A Survey.
Proceedings of the Applications of Neural Networks in High Assurance Systems, 2010

Towards software health management with bayesian networks.
Proceedings of the Workshop on Future of Software Engineering Research, 2010

Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper).
Proceedings of the Runtime Verification - First International Conference, 2010

Analysis of Air Traffic Track Data with the AutoBayes Synthesis System.
Proceedings of the Logic-Based Program Synthesis and Transformation, 2010

2008
Tool Support for Parametric Analysis of Large Software Simulation Systems.
Proceedings of the 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008), 2008

Intelligent Systems for Modeling and Control: Advances in Design and Validation.
Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008

2007
Performance Analysis of Dynamic Cell Structures.
Proceedings of the Trends in Neural Computation, 2007

2006
An Empirical Evaluation of Automated Theorem Provers in Software Certification.
Int. J. Artif. Intell. Tools, 2006

Performance Estimation of a Neural Network-Based Controller.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
An ensemble approach to building Mercer Kernels with prior information.
Proceedings of the IEEE International Conference on Systems, 2005

2004
Automating the implementation of Kalman filter algorithms.
ACM Trans. Math. Softw., 2004

Presynaptic modulation as fast synaptic switching: state-dependent modulation of task performance
CoRR, 2004

What Makes a Code Review Trustworthy?
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

A Tool for Verification and Validation of Neural Network Based Adaptive Controllers for High Assurance Systems.
Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004

Adding Assurance to Automatically Generated Code.
Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004

Using Automated Theorem Provers to Certify Auto-generated Aerospace Software.
Proceedings of the Automated Reasoning - Second International Joint Conference, 2004

2003
AutoBayes: a system for generating data analysis programs from statistical models.
J. Funct. Program., 2003

Automated Theorem Proving in Generation, Verification, and Certification of Safety Critical Code.
Proceedings of the Automated Reasoning with Analytic Tableaux and Related Methods, 2003

Applying AutoBayes to the Analysis of Planetary Nebulae Images.
Proceedings of the 18th IEEE International Conference on Automated Software Engineering (ASE 2003), 2003

Certification Support for Automatically Generated Programs.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002
Toward V&V of neural network based controllers.
Proceedings of the First Workshop on Self-Healing Systems, 2002

Automatic Derivation of Statistical Algorithms: The EM Family and Beyond.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Synthesizing Certified Code.
Proceedings of the FME 2002: Formal Methods, 2002

AutoBayes/CC - Combining Program Synthesis with Automatic Code Certification - System Description.
Proceedings of the Automated Deduction, 2002

2001
Amphion/NAV: Deductive Synthesis of State Estimation Software.
Proceedings of the 16th IEEE International Conference on Automated Software Engineering (ASE 2001), 2001

Automated theorem proving in software engineering.
Springer, ISBN: 978-3-540-67989-9, 2001

2000
Generating Data Analysis Programs from Statistical Models.
Proceedings of the Semantics, 2000

Generating statechart designs from scenarios.
Proceedings of the 22nd International Conference on on Software Engineering, 2000

Automatic Synthesis of Agent Designs in UML.
Proceedings of the Formal Approaches to Agent-Based Systems, First International Workshop, 2000

Automated Theorem Proving in High-Quality Software Design.
Proceedings of the Intellectics and Computational Logic (to Wolfgang Bibel on the occasion of his 60th birthday), 2000

Automatic Debugging Support for UML Designs.
Proceedings of the Fourth International Workshop on Automated Debugging, 2000

1999
PIL/SETHEO: A Tool for the Automatic Analysis of Authentication Protocols.
Proceedings of the Computer Aided Verification, 11th International Conference, 1999

1998
Verifikation von Authentifikationsprotokollen mit Automatischen Beweisern.
Künstliche Intell., 1998

1997
SETHEO and E-SETHEO - The CADE-13 Systems.
J. Autom. Reason., 1997

NORA/HAMMR: Making Deduction-Based Software Component Retrieval Practical.
Proceedings of the 1997 International Conference on Automated Software Engineering, 1997

ILF-SETHEO: Processing Model Elimination Proofs for Natural Language Output.
Proceedings of the Automated Deduction, 1997

Automatic Verification of Cryptographic Protocols with SETHEO.
Proceedings of the Automated Deduction, 1997

SETHEO Goes Software Engineering: Application of ATP to Software Reuse.
Proceedings of the Automated Deduction, 1997

SiCoTHEO - Simple competitive parallel theorem provers based on SETHEO.
Proceedings of the Parallel Processing for Artificial Intelligence 3, 1997

1996
SiCoTHEO: Simple Competitive Parallel Theorem Provers.
Proceedings of the Automated Deduction - CADE-13, 13th International Conference on Automated Deduction, New Brunswick, NJ, USA, July 30, 1996

1995
Using the Theorem Prover SETHEO for Verifying the Development of a Communication Protocol in FOCUS: A Case Study.
Proceedings of the Theorem Proving with Analytic Tableaux and Related Methods, 1995

1994
Tableaux-based Theorem Provers: Systems and Implementations.
J. Autom. Reason., 1994

Analysing the Load Balancing Scheme of a Parallel System on Multiprocessors - A Modeling Approach.
Proceedings of the PARLE '94: Parallel Architectures and Languages Europe, 1994

DELTA - A Bottom-up Preprocessor for Top-Down Theorem Provers - System Abstract.
Proceedings of the Automated Deduction - CADE-12, 12th International Conference on Automated Deduction, Nancy, France, June 26, 1994

SETHEO V3.2: Recent Developments - System Abstract.
Proceedings of the Automated Deduction - CADE-12, 12th International Conference on Automated Deduction, Nancy, France, June 26, 1994

1992
A graphical user interface for SETHEO: proposal
Forschungsberichte, TU Munich, 1992

SETHEO: A High-Performance Theorem Prover.
J. Autom. Reason., 1992

Modelling and Performances Analysis of a Parallel Theorem Prover.
Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1992

KPROP - An AND-parallel Theorem Prover for Propositional Logic implemented in KL1 (System Abstract).
Proceedings of the Automated Deduction, 1992

1991
Parallelization of inference systems by using an abstract machine
Forschungsberichte, TU Munich, 1991

Modelling and performance analysis of a parallel theorem prover
Forschungsberichte, TU Munich, 1991

Efficient theorem provers based on an abstract machine.
PhD thesis, 1991

1990
PARTHEO: a high performance parallel theorem prover
Forschungsberichte, TU Munich, 1990

Parallel Theorem Provers - An Overview.
Proceedings of the Parallelization in Inference Systems, 1990

Tutorial on High-Performance Theorem Provers: Efficient Implementation and Parallelisation.
Proceedings of the 10th International Conference on Automated Deduction, 1990

1989
Learning heuristics for a theorem prover using back propagation
Forschungsberichte, TU Munich, 1989

PARTHEO: A Parallel Inference Machine.
Proceedings of the Wissensbasierte Systeme, 1989

1986
An Implementation of a PROLOG-like Theorem Prover based on the Connection Method.
Proceedings of the Artificial Intelligence II: Methodology, Systems, Applications, 1986

Parallel Inference Machines.
Proceedings of the Future Parallel Computers, 1986


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