Raghu N. Kacker

49 papers A* 1B 1C 1Misc 1Journal 22Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging. CoRR Krishna Khadka, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2025	—	`conf`	Data Frequency Coverage Impact on AI Performance. ICSTW Erin Lanus, Brian Lee, Jaganmohan Chandrasekaran, Laura J. Freeman, M. S. Raunak, Raghu N. Kacker, D. Richard Kuhn
2025	—	`conf`	Fairness Testing of Machine Learning Models using Combinatorial Testing in Latent Space. ICSTW Arjun Dahal, Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2025	J	`jnl`	Measuring and Visualizing Dataset Coverage for Machine Learning. Computer D. Richard Kuhn, M. S. Raunak, Raghu N. Kacker
2024	B	`conf`	A Combinatorial Approach to Hyperparameter Optimization. CAIN Krishna Khadka, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2024	—	`conf`	Assessing the Degree of Feature Interactions that Determine a Model Prediction. ICSTW Krishna Khadka, Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2024	J	`jnl`	Assured Autonomy Through Combinatorial Methods. Computer D. Richard Kuhn, M. S. Raunak, Raghu N. Kacker, Jaganmohan Chandrasekaran, Erin Lanus, Tyler Cody, Laura J. Freeman
2024	A*	`conf`	Constructing Surrogate Models in Machine Learning Using Combinatorial Testing and Active Learning. ASE Sunny Shree, Krishna Khadka, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2024	J	`jnl`	Leveraging Combinatorial Coverage in the Machine Learning Product Lifecycle. Computer Jaganmohan Chandrasekaran, Erin Lanus, Tyler Cody, Laura J. Freeman, Raghu N. Kacker, M. S. Raunak, D. Richard Kuhn
2024	—	`conf`	Proxima: A Proxy Model-Based Approach to Influence Analysis. AITest Sunny Shree, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2024	J	`jnl`	Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions. IEEE ACM Trans. Audio Speech Lang. Process. Jin Chu Wu, Raghu N. Kacker
2023	—	`conf`	Ordered t-way Combinations for Testing State-based Systems. ICSTW D. Richard Kuhn, M. S. Raunak, Raghu N. Kacker
2023	—	`conf`	Synthetic Data Generation Using Combinatorial Testing and Variational Autoencoder. ICSTW Krishna Khadka, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2022	—	`conf`	A Combinatorial Approach to Fairness Testing of Machine Learning Models. ICST Workshops Ankita Ramjibhai Patel, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2022	J	`jnl`	An exploration of combinatorial testing-based approaches to fault localization for explainable AI. Ann. Math. Artif. Intell. Ludwig Kampel, Dimitris E. Simos, D. Richard Kuhn, Raghu N. Kacker
2022	J	`jnl`	CT-IoT: a combinatorial testing-based path selection framework for effective IoT testing. Empir. Softw. Eng. Linghuan Hu, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker, Shuo Li
2022	—	`conf`	Combination Frequency Differencing for Identifying Design Weaknesses in Physical Unclonable Functions. ICST Workshops D. Richard Kuhn, M. S. Raunak, Charles B. Prado, Vinay C. Patil, Raghu N. Kacker
2022	J	`jnl`	Combinatorial Test Generation for Multiple Input Models With Shared Parameters. IEEE Trans. Software Eng. Chang Rao, Nan Li, Yu Lei, Jin Guo, Yadong Zhang, Raghu N. Kacker, D. Richard Kuhn
2022	—	`conf`	DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations. AITest Sunny Shree, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2022	J	`jnl`	Measuring the Adequacy of a Test Suite With Respect to a Modeled Test Space. IEEE Softw. Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
2022	J	`jnl`	The Path to a Consensus on Artificial Intelligence Assurance. Computer Laura J. Freeman, Feras A. Batarseh, D. Richard Kuhn, M. S. Raunak, Raghu N. Kacker
2021	—	`conf`	Combinatorial Testing Metrics for Machine Learning. ICST Workshops Erin Lanus, Laura J. Freeman, D. Richard Kuhn, Raghu N. Kacker
2021	J	`jnl`	Correction to: Factorials Experiments, Covering Arrays, and Combinatorial Testing. Math. Comput. Sci. Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
2021	J	`jnl`	Factorials Experiments, Covering Arrays, and Combinatorial Testing. Math. Comput. Sci. Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
2021	J	`jnl`	Understanding and Fixing Complex Faults in Embedded Cyberphysical Systems. Computer Alexander Weiss, Smitha Gautham, Athira Varma Jayakumar, Carl R. Elks, D. Richard Kuhn, Raghu N. Kacker, Thomas B. Preußer
2021	J	`jnl`	Understanding and Fixing Complex Faults in Embedded Cyberphysical Systems. CoRR Alexander Weiss, Smitha Gautham, Athira Varma Jayakumar, Carl R. Elks, D. Richard Kuhn, Raghu N. Kacker, Thomas B. Preußer
2020	—	`conf`	Combinatorial Methods for Explainable AI. ICST Workshops D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Dimitris E. Simos
2020	J	`jnl`	How does combinatorial testing perform in the real world: an empirical study. Empir. Softw. Eng. Linghuan Hu, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker
2020	J	`jnl`	Input Space Coverage Matters. Computer Rick Kuhn, Raghu N. Kacker, Yu Lei, Dimitris E. Simos
2019	—	`conf`	An Approach to T-Way Test Sequence Generation With Constraints. ICST Workshops Feng Duan, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2019	C	`conf`	Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement. CD-MAKE Dimitris E. Simos, Bernhard Garn, Ludwig Kampel, D. Richard Kuhn, Raghu N. Kacker
2019	J	`jnl`	Monte Carlo studies of bootstrap variability in ROC analysis with data dependency. Commun. Stat. Simul. Comput. Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
2019	—	`conf`	Using Parameter Mapping to Avoid Forbidden Tuples in a Covering Array. ICST Workshops Chang Rao, Nan Li, Yu Lei, Raghu N. Kacker, D. Richard Kuhn, Jin Guo
2017	—	`conf`	A Model for T-Way Fault Profile Evolution during Testing. ICST Workshops D. Richard Kuhn, Raghu N. Kacker, Yu Lei
2017	J	`jnl`	A novel measure and significance testing in data analysis of cell image segmentation. BMC Bioinform. Jin Chu Wu, Michael Halter, Raghu N. Kacker, John T. Elliott, Anne L. Plant
2017	—	`conf`	Combinatorial and MC/DC Coverage Levels of Random Testing. QRS Companion Sergiy Vilkomir, Aparna Alluri, D. Richard Kuhn, Raghu N. Kacker
2017	—	`conf`	Improving MC/DC and Fault Detection Strength Using Combinatorial Testing. QRS Companion Dong Li, Linghuan Hu, Ruizhi Gao, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker
2017	—	`conf`	Optimizing IPOG's Vertical Growth with Constraints Based on Hypergraph Coloring. ICST Workshops Feng Duan, Yu Lei, Linbin Yu, Raghu N. Kacker, D. Richard Kuhn
2017	J	`jnl`	The Impact of Data Dependence on Speaker Recognition Evaluation. IEEE ACM Trans. Audio Speech Lang. Process. Jin Chu Wu, Alvin F. Martin, Craig S. Greenberg, Raghu N. Kacker
2016	—	`conf`	Estimating t-Way Fault Profile Evolution During Testing. COMPSAC Workshops D. Richard Kuhn, Raghu N. Kacker, Yu Lei
2016	J	`jnl`	Measuring and specifying combinatorial coverage of test input configurations. Innov. Syst. Softw. Eng. D. Richard Kuhn, Raghu N. Kacker, Yu Lei
2016	—	`conf`	Pseudo-Exhaustive Testing of Attribute Based Access Control Rules. ICST Workshops D. Richard Kuhn, Vincent C. Hu, David F. Ferraiolo, Raghu N. Kacker, Yu Lei
2016	—	`conf`	The Relationship between Software Bug Type and Number of Factors Involved in Failures. ISSRE Workshops Zachary B. Ratliff, D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Kishor S. Trivedi
2016	J	`jnl`	Validation of Nonparametric Two-sample Bootstrap in ROC Analysis on Large Datasets. Commun. Stat. Simul. Comput. Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
2015	J	`jnl`	Combinatorial Testing: Theory and Practice. Adv. Comput. D. Richard Kuhn, Renée C. Bryce, Feng Duan, Laleh Shikh Gholamhossein Ghandehari, Yu Lei, Raghu N. Kacker
2015	—	`conf`	Constraint handling in combinatorial test generation using forbidden tuples. ICST Workshops Linbin Yu, Feng Duan, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
2015	—	`conf`	Equivalence class verification and oracle-free testing using two-layer covering arrays. ICST Workshops D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Jose Torres-Jimenez
2015	Misc	`conf`	Implementing and Managing Policy Rules in Attribute Based Access Control. IRI Vincent C. Hu, David F. Ferraiolo, D. Richard Kuhn, Raghu N. Kacker, Yu Lei
2015	—	`conf`	Improving IPOG's vertical growth based on a graph coloring scheme. ICST Workshops Feng Duan, Yu Lei, Linbin Yu, Raghu N. Kacker, D. Richard Kuhn