Arnab Sharma

arnab.sharma@uni-paderborn.de
ID
67200

18 Publications

Mark all

[18]
2024 | Conference Paper | LibreCat-ID: 58054
A. Sharma, D. Leite, C. Demir, and A.-C. N. Ngomo, “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611982.
LibreCat | DOI
 
[17]
2024 | Conference Paper | LibreCat-ID: 58053
D. Leite, A. Sharma, C. Demir, and A.-C. Ngomo, “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611937.
LibreCat | DOI
 
[16]
2024 | Journal Article | LibreCat-ID: 58049
C. Demir, N. J. KOUAGOU, A. Sharma, and A.-C. Ngonga Ngomo, “Inference over Unseen Entities, Relations and Literals on Knowledge Graphs,” Arxiv, 2024, doi: 10.48550/ARXIV.2410.06742.
LibreCat | DOI
 
[15]
2024 | Conference Paper | LibreCat-ID: 58052
D. Leite, A. Silva, G. Casalino, A. Sharma, D. Fortunato, and A.-C. Ngomo, “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams,” 2024, doi: 10.1109/eais58494.2024.10570033.
LibreCat | DOI
 
[14]
2024 | Journal Article | LibreCat-ID: 58048
A. Sharma, N. J. KOUAGOU, and A.-C. Ngonga Ngomo, “Resilience in Knowledge Graph Embeddings,” Arxiv, 2024, doi: 10.48550/ARXIV.2410.21163.
LibreCat | DOI
 
[13]
2024 | Journal Article | LibreCat-ID: 58051
C. Demir, A. Sharma, and A.-C. Ngonga Ngomo, “Adaptive Stochastic Weight Averaging,” arxiv, 2024, doi: 10.48550/ARXIV.2406.19092.
LibreCat | DOI
 
[12]
2023 | Book Chapter | LibreCat-ID: 45886 | OA
H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–123.
LibreCat | Files available | DOI
 
[11]
2023 | Dissertation | LibreCat-ID: 58047
A. Sharma, Testing of machine learning algorithms and models. 2023.
LibreCat | DOI
 
[10]
2022 | Conference Paper | LibreCat-ID: 32311
A. Sharma, V. Melnikov, E. Hüllermeier, and H. Wehrheim, “Property-Driven Testing of Black-Box Functions,” in Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), 2022, pp. 113–123.
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCheck- Property-Driven Testing of Machine Learning Models,” CoRR, vol. abs/2105.00741, 2021.
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.”
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
A. Sharma and H. Wehrheim, “Automatic Fairness Testing of Machine Learning Models,” in Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS).
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
A. Sharma and H. Wehrheim, “Testing Monotonicity of Machine Learning Models,” CoRR, vol. abs/2002.12278, 2020.
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
A. Sharma and H. Wehrheim, “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models,” in Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
S. B. Schneider, A. Sharma, H. Karl, and H. Wehrheim, “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets,” in 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), Washington, DC, USA, 2019, pp. 116--124.
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Proceedings of the Software Engineering Conference (SE), Stuttgart, 2019, vol. P-292, pp. 157–158.
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
A. Sharma and H. Wehrheim, “Testing Machine Learning Algorithms for Balanced Data Usage,” in IEEE International Conference on Software Testing, Verification and Validation (ICST), Xi’an, China, April, 2019, 2019, pp. 125--135.
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019, 2019, vol. {P-292}, pp. 157–158.
LibreCat | DOI
 
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18 Publications

Mark all

[18]
2024 | Conference Paper | LibreCat-ID: 58054
A. Sharma, D. Leite, C. Demir, and A.-C. N. Ngomo, “Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611982.
LibreCat | DOI
 
[17]
2024 | Conference Paper | LibreCat-ID: 58053
D. Leite, A. Sharma, C. Demir, and A.-C. Ngomo, “Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers,” 2024, doi: 10.1109/fuzz-ieee60900.2024.10611937.
LibreCat | DOI
 
[16]
2024 | Journal Article | LibreCat-ID: 58049
C. Demir, N. J. KOUAGOU, A. Sharma, and A.-C. Ngonga Ngomo, “Inference over Unseen Entities, Relations and Literals on Knowledge Graphs,” Arxiv, 2024, doi: 10.48550/ARXIV.2410.06742.
LibreCat | DOI
 
[15]
2024 | Conference Paper | LibreCat-ID: 58052
D. Leite, A. Silva, G. Casalino, A. Sharma, D. Fortunato, and A.-C. Ngomo, “EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams,” 2024, doi: 10.1109/eais58494.2024.10570033.
LibreCat | DOI
 
[14]
2024 | Journal Article | LibreCat-ID: 58048
A. Sharma, N. J. KOUAGOU, and A.-C. Ngonga Ngomo, “Resilience in Knowledge Graph Embeddings,” Arxiv, 2024, doi: 10.48550/ARXIV.2410.21163.
LibreCat | DOI
 
[13]
2024 | Journal Article | LibreCat-ID: 58051
C. Demir, A. Sharma, and A.-C. Ngonga Ngomo, “Adaptive Stochastic Weight Averaging,” arxiv, 2024, doi: 10.48550/ARXIV.2406.19092.
LibreCat | DOI
 
[12]
2023 | Book Chapter | LibreCat-ID: 45886 | OA
H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–123.
LibreCat | Files available | DOI
 
[11]
2023 | Dissertation | LibreCat-ID: 58047
A. Sharma, Testing of machine learning algorithms and models. 2023.
LibreCat | DOI
 
[10]
2022 | Conference Paper | LibreCat-ID: 32311
A. Sharma, V. Melnikov, E. Hüllermeier, and H. Wehrheim, “Property-Driven Testing of Black-Box Functions,” in Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), 2022, pp. 113–123.
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCheck- Property-Driven Testing of Machine Learning Models,” CoRR, vol. abs/2105.00741, 2021.
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.”
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
A. Sharma and H. Wehrheim, “Automatic Fairness Testing of Machine Learning Models,” in Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS).
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
A. Sharma and H. Wehrheim, “Testing Monotonicity of Machine Learning Models,” CoRR, vol. abs/2002.12278, 2020.
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
A. Sharma and H. Wehrheim, “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models,” in Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
S. B. Schneider, A. Sharma, H. Karl, and H. Wehrheim, “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets,” in 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), Washington, DC, USA, 2019, pp. 116--124.
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Proceedings of the Software Engineering Conference (SE), Stuttgart, 2019, vol. P-292, pp. 157–158.
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
A. Sharma and H. Wehrheim, “Testing Machine Learning Algorithms for Balanced Data Usage,” in IEEE International Conference on Software Testing, Verification and Validation (ICST), Xi’an, China, April, 2019, 2019, pp. 125--135.
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019, 2019, vol. {P-292}, pp. 157–158.
LibreCat | DOI
 
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Citation Style: IEEE

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