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Kaushik Madala
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Year
Automated identification of component state transition model elements from requirements
K Madala, D Gaither, R Nielsen, H Do
2017 IEEE 25th international requirements engineering conference workshops …, 2017
212017
A combinatorial approach for exposing off-nominal behaviors
K Madala, H Do, D Aceituna
2018 IEEE/ACM 40th International Conference on Software Engineering (ICSE …, 2018
92018
Model elements identification using neural networks: a comprehensive study
K Madala, S Piparia, E Blanco, H Do, R Bryce
Requirements Engineering 26 (1), 67-96, 2021
72021
Workflow between ISO 26262 and ISO 21448 Standards for Autonomous Vehicles
K Madala, C Avalos-Gonzalez, G Krithivasan
Journal of System Safety 57 (1), 34-42, 2021
42021
A knowledge acquisition approach for off-nominal behaviors
K Madala, H Do, D Aceituna
2018 4th International Workshop on Requirements Engineering for Self …, 2018
42018
A Dependency-based Combinatorial Approach for Reducing Effort for Scenario-based Safety Analysis of Autonomous Vehicles.
K Madala, H Do, C Avalos-Gonzalez
VEHITS, 235-246, 2021
32021
Finding component state transition model elements using neural networks: An empirical study
K Madala, S Piparia, H Do, R Bryce
2018 5th international workshop on artificial intelligence for requirements …, 2018
32018
Hierarchical Model Exploration for Exposing Off-nominal Behaviors.
K Madala, H Do, D Aceituna
MODELS (Satellite Events), 329-335, 2017
32017
Strategies to Define Reasonable Acceptance Criteria and Validation Targets for SOTIF Assurance
K Madala, D Erdos, J Krishnamoorthy, Z Wang, CA Gonzalez, ...
SAE Technical Paper, 2023
22023
Metrics for Machine Learning Models to Facilitate SOTIF Analysis in Autonomous Vehicles
K Madala, CA Gonzalez
SAE Technical Paper, 2023
22023
SACC-A property driven approach to expose undesired behaviors among system’s components
K Madala, KY Hang, H Do, B Tenbergen
2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020
22020
Deriving functional safety requirements using undesired combination state templates
D Aceituna, K Madala, H Do
2018 4th International Workshop on Requirements Engineering for Self …, 2018
22018
Contributing Factors to Consider While Defining Acceptance Criteria and Validation Targets for Assuring SOTIF in Autonomous Vehicles
K Madala, J Krishnamoorthy, CA Gonzalez, A Shivkumar, M Solmaz
SAE WCX 2022, 2022
12022
Identifying safety issues from energy conservation requirements
K Madala, H Do, B Tenbergen
Journal of Software: Evolution and Process, e2515, 2022
12022
Functional Safety Hazards for Machine Learning Components in Autonomous Vehicles
K Madala, H Do
2021 4th IEEE International Conference on Industrial Cyber-Physical Systems …, 2021
12021
An artificial intelligence-based model-driven approach for exposing off-nominal behaviors
K Madala
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
12019
VeriCCM: improving the syntax and semantics of requirements models
D Gaither, K Madala, H Do, BR Bryant
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 1881-1884, 2019
12019
Scenario-Based Risk Quantification Approach for Assuring Safety in Autonomous Vehicles
K Madala, M Solmaz
SAE Technical Paper, 2023
2023
A Comprehensive Analysis of Methods to Write Requirements for Machine Learning Components used in Autonomous Vehicles
K Madala, J Krishnamoorthy, AG Batres, CA Gonzalez, M Chang
SAE Technical Paper, 2023
2023
ADSA–Association-Driven Safety Analysis to Expose Unknown Safety Issues
K Madala, H Do, B Tenbergen
IEEE Transactions on Dependable and Secure Computing, 2023
2023
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