Raghu N. Kacker

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 36

Top Topics

Equivalence Class

Test Generation

Machine Learning Models

Top Venues

Math. Comput. Sci.

Publications

Jin Chu Wu, Raghu N. Kacker
Statistical Analysis for Speaker Recognition Evaluation With Data Dependence and Three Score Distributions. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
D. Richard Kuhn, Mohammad S. Raunak, Raghu N. Kacker, Jaganmohan Chandrasekaran, Erin Lanus, Tyler Cody, Laura J. Freeman
Assured Autonomy Through Combinatorial Methods. Computer 57 (5) (2024)
Krishna Khadka, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
A Combinatorial Approach to Hyperparameter Optimization. CAIN (2024)
Krishna Khadka, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
Synthetic Data Generation Using Combinatorial Testing and Variational Autoencoder. ICSTW (2023)
D. Richard Kuhn, Mohammad S. Raunak, Raghu N. Kacker
Ordered t-way Combinations for Testing State-based Systems. ICSTW (2023)
Laura J. Freeman, Feras A. Batarseh, D. Richard Kuhn, Mohammad S. Raunak, Raghu N. Kacker
The Path to a Consensus on Artificial Intelligence Assurance. Computer 55 (3) (2022)
Sunny Shree, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations. AITest (2022)
Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
Measuring the Adequacy of a Test Suite With Respect to a Modeled Test Space. IEEE Softw. 39 (5) (2022)
Chang Rao, Nan Li, Yu Lei, Jin Guo, Yadong Zhang, Raghu N. Kacker, D. Richard Kuhn
Combinatorial Test Generation for Multiple Input Models With Shared Parameters. IEEE Trans. Software Eng. 48 (7) (2022)
Ankita Ramjibhai Patel, Jaganmohan Chandrasekaran, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
A Combinatorial Approach to Fairness Testing of Machine Learning Models. ICST Workshops (2022)
D. Richard Kuhn, Mohammad S. Raunak, Charles B. Prado, Vinay C. Patil, Raghu N. Kacker
Combination Frequency Differencing for Identifying Design Weaknesses in Physical Unclonable Functions. ICST Workshops (2022)
Ludwig Kampel, Dimitris E. Simos, D. Richard Kuhn, Raghu N. Kacker
An exploration of combinatorial testing-based approaches to fault localization for explainable AI. Ann. Math. Artif. Intell. 90 (7) (2022)
Linghuan Hu, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker, Shuo Li
CT-IoT: a combinatorial testing-based path selection framework for effective IoT testing. Empir. Softw. Eng. 27 (2) (2022)
Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
Factorials Experiments, Covering Arrays, and Combinatorial Testing. Math. Comput. Sci. 15 (4) (2021)
Raghu N. Kacker, D. Richard Kuhn, Yu Lei, Dimitris E. Simos
Correction to: Factorials Experiments, Covering Arrays, and Combinatorial Testing. Math. Comput. Sci. 15 (4) (2021)
Erin Lanus, Laura J. Freeman, D. Richard Kuhn, Raghu N. Kacker
Combinatorial Testing Metrics for Machine Learning. ICST Workshops (2021)
Alexander Weiss, Smitha Gautham, Athira Varma Jayakumar, Carl R. Elks, D. Richard Kuhn, Raghu N. Kacker, Thomas B. Preußer
Understanding and Fixing Complex Faults in Embedded Cyberphysical Systems. Computer 54 (1) (2021)
Alexander Weiss, Smitha Gautham, Athira Varma Jayakumar, Carl R. Elks, D. Richard Kuhn, Raghu N. Kacker, Thomas B. Preußer
Understanding and Fixing Complex Faults in Embedded Cyberphysical Systems. CoRR (2021)
D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Dimitris E. Simos
Combinatorial Methods for Explainable AI. ICST Workshops (2020)
Linghuan Hu, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker
How does combinatorial testing perform in the real world: an empirical study. Empir. Softw. Eng. 25 (4) (2020)
Rick Kuhn, Raghu N. Kacker, Yu Lei, Dimitris E. Simos
Input Space Coverage Matters. Computer 53 (1) (2020)
Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
Monte Carlo studies of bootstrap variability in ROC analysis with data dependency. Commun. Stat. Simul. Comput. 48 (2) (2019)
Chang Rao, Nan Li, Yu Lei, Raghu N. Kacker, D. Richard Kuhn, Jin Guo
Using Parameter Mapping to Avoid Forbidden Tuples in a Covering Array. ICST Workshops (2019)
Dimitris E. Simos, Bernhard Garn, Ludwig Kampel, D. Richard Kuhn, Raghu N. Kacker
Knowledge Extraction for Cryptographic Algorithm Validation Test Vectors by Means of Combinatorial Coverage Measurement. CD-MAKE (2019)
Feng Duan, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
An Approach to T-Way Test Sequence Generation With Constraints. ICST Workshops (2019)
Feng Duan, Yu Lei, Linbin Yu, Raghu N. Kacker, D. Richard Kuhn
Optimizing IPOG's Vertical Growth with Constraints Based on Hypergraph Coloring. ICST Workshops (2017)
Jin Chu Wu, Michael Halter, Raghu N. Kacker, John T. Elliott, Anne L. Plant
A novel measure and significance testing in data analysis of cell image segmentation. BMC Bioinform. 18 (1) (2017)
Jin Chu Wu, Alvin F. Martin, Craig S. Greenberg, Raghu N. Kacker
The Impact of Data Dependence on Speaker Recognition Evaluation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (1) (2017)
D. Richard Kuhn, Raghu N. Kacker, Yu Lei
A Model for T-Way Fault Profile Evolution during Testing. ICST Workshops (2017)
Sergiy Vilkomir, Aparna Alluri, D. Richard Kuhn, Raghu N. Kacker
Combinatorial and MC/DC Coverage Levels of Random Testing. QRS Companion (2017)
Dong Li, Linghuan Hu, Ruizhi Gao, W. Eric Wong, D. Richard Kuhn, Raghu N. Kacker
Improving MC/DC and Fault Detection Strength Using Combinatorial Testing. QRS Companion (2017)
D. Richard Kuhn, Raghu N. Kacker, Yu Lei
Estimating t-Way Fault Profile Evolution During Testing. COMPSAC Workshops (2016)
D. Richard Kuhn, Vincent C. Hu, David F. Ferraiolo, Raghu N. Kacker, Yu Lei
Pseudo-Exhaustive Testing of Attribute Based Access Control Rules. ICST Workshops (2016)
D. Richard Kuhn, Raghu N. Kacker, Yu Lei
Measuring and specifying combinatorial coverage of test input configurations. Innov. Syst. Softw. Eng. 12 (4) (2016)
Jin Chu Wu, Alvin F. Martin, Raghu N. Kacker
Validation of Nonparametric Two-sample Bootstrap in ROC Analysis on Large Datasets. Commun. Stat. Simul. Comput. 45 (5) (2016)
Zachary B. Ratliff, D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Kishor S. Trivedi
The Relationship between Software Bug Type and Number of Factors Involved in Failures. ISSRE Workshops (2016)
Vincent C. Hu, David F. Ferraiolo, D. Richard Kuhn, Raghu N. Kacker, Yu Lei
Implementing and Managing Policy Rules in Attribute Based Access Control. IRI (2015)
Feng Duan, Yu Lei, Linbin Yu, Raghu N. Kacker, D. Richard Kuhn
Improving IPOG's vertical growth based on a graph coloring scheme. ICST Workshops (2015)
D. Richard Kuhn, Raghu N. Kacker, Yu Lei, Jose Torres-Jimenez
Equivalence class verification and oracle-free testing using two-layer covering arrays. ICST Workshops (2015)
Linbin Yu, Feng Duan, Yu Lei, Raghu N. Kacker, D. Richard Kuhn
Constraint handling in combinatorial test generation using forbidden tuples. ICST Workshops (2015)
D. Richard Kuhn, Renée C. Bryce, Feng Duan, Laleh Shikh Gholamhossein Ghandehari, Yu Lei, Raghu N. Kacker
Combinatorial Testing: Theory and Practice. Adv. Comput. 99 (2015)