Arnab Sharma

arnab.sharma@uni-paderborn.de
ID
67200

18 Publications

Mark all

[18]
2024 | Conference Paper | LibreCat-ID: 58054
@inproceedings{Sharma_Leite_Demir_Ngomo_2024, title={Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees}, DOI={10.1109/fuzz-ieee60900.2024.10611982}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Sharma, Arnab and Leite, Daniel and Demir, Caglar and Ngomo, Axel-Cyrille Ngonga}, year={2024} }
LibreCat | DOI
 
[17]
2024 | Conference Paper | LibreCat-ID: 58053
@inproceedings{Leite_Sharma_Demir_Ngomo_2024, title={Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers}, DOI={10.1109/fuzz-ieee60900.2024.10611937}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Leite, Daniel and Sharma, Arnab and Demir, Caglar and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[16]
2024 | Journal Article | LibreCat-ID: 58049
@article{Demir_KOUAGOU_Sharma_Ngonga Ngomo_2024, title={Inference over Unseen Entities, Relations and Literals on Knowledge Graphs}, DOI={10.48550/ARXIV.2410.06742}, journal={Arxiv}, author={Demir, Caglar and KOUAGOU, N’Dah Jean and Sharma, Arnab and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[15]
2024 | Conference Paper | LibreCat-ID: 58052
@inproceedings{Leite_Silva_Casalino_Sharma_Fortunato_Ngomo_2024, title={EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams}, DOI={10.1109/eais58494.2024.10570033}, booktitle={2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)}, publisher={IEEE}, author={Leite, Daniel and Silva, Alisson and Casalino, Gabriella and Sharma, Arnab and Fortunato, Danielle and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[14]
2024 | Journal Article | LibreCat-ID: 58048
@article{Sharma_KOUAGOU_Ngonga Ngomo_2024, title={Resilience in Knowledge Graph Embeddings}, DOI={10.48550/ARXIV.2410.21163}, journal={Arxiv}, author={Sharma, Arnab and KOUAGOU, N’Dah Jean and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[13]
2024 | Journal Article | LibreCat-ID: 58051
@article{Demir_Sharma_Ngonga Ngomo_2024, title={Adaptive Stochastic Weight Averaging}, DOI={10.48550/ARXIV.2406.19092}, journal={arxiv}, author={Demir, Caglar and Sharma, Arnab and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[12]
2023 | Book Chapter | LibreCat-ID: 45886 | OA
@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition Analysis in Unknown Contexts}, volume={412}, DOI={10.5281/zenodo.8068510}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }
LibreCat | Files available | DOI
 
[11]
2023 | Dissertation | LibreCat-ID: 58047
@book{Sharma_2023, title={Testing of machine learning algorithms and models}, DOI={http://oops.uni-oldenburg.de/5927}, author={Sharma, Arnab}, year={2023} }
LibreCat | DOI
 
[10]
2022 | Conference Paper | LibreCat-ID: 32311
@inproceedings{Sharma_Melnikov_Hüllermeier_Wehrheim_2022, title={Property-Driven Testing of Black-Box Functions}, booktitle={Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE)}, publisher={IEEE}, author={Sharma, Arnab and Melnikov, Vitaly and Hüllermeier, Eyke and Wehrheim, Heike}, year={2022}, pages={113–123} }
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike}, year={2021} }
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
@inproceedings{Sharma_Wehrheim, series={LNCS}, title={Automatic Fairness Testing of Machine Learning Models}, booktitle={Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS)}, publisher={Springer}, author={Sharma, Arnab and Wehrheim, Heike}, collection={LNCS} }
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
@article{Sharma_Wehrheim_2020, title={Testing Monotonicity of Machine Learning Models}, volume={abs/2002.12278}, journal={CoRR}, author={Sharma, Arnab and Wehrheim, Heike}, year={2020} }
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
@inproceedings{Sharma_Wehrheim, title={Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models}, booktitle={Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).}, publisher={ACM}, author={Sharma, Arnab and Wehrheim, Heike} }
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
@inproceedings{Schneider_Sharma_Karl_Wehrheim_2019, place={Washington, DC, USA}, title={Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets}, booktitle={2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, publisher={IFIP}, author={Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike}, year={2019}, pages={116--124} }
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
@inproceedings{Sharma_Wehrheim_2019, place={Stuttgart}, series={Lecture Notes in Informatics (LNI)}, title={Testing Balancedness of ML Algorithms}, volume={P-292}, booktitle={Proceedings of the Software Engineering Conference (SE)}, publisher={Gesellschaft für Informatik e.V. (GI)}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={157–158}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
@inproceedings{Sharma_Wehrheim_2019, place={Xi’an, China}, title={Testing Machine Learning Algorithms for Balanced Data Usage}, booktitle={IEEE International Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={125--135} }
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48}, booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }
LibreCat | DOI
 
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18 Publications

Mark all

[18]
2024 | Conference Paper | LibreCat-ID: 58054
@inproceedings{Sharma_Leite_Demir_Ngomo_2024, title={Trading-Off Interpretability and Accuracy in Medical Applications: A Study Toward Optimal Explainability of Hoeffding Trees}, DOI={10.1109/fuzz-ieee60900.2024.10611982}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Sharma, Arnab and Leite, Daniel and Demir, Caglar and Ngomo, Axel-Cyrille Ngonga}, year={2024} }
LibreCat | DOI
 
[17]
2024 | Conference Paper | LibreCat-ID: 58053
@inproceedings{Leite_Sharma_Demir_Ngomo_2024, title={Interpretability Index Based on Balanced Volumes for Transparent Models and Agnostic Explainers}, DOI={10.1109/fuzz-ieee60900.2024.10611937}, booktitle={2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)}, publisher={IEEE}, author={Leite, Daniel and Sharma, Arnab and Demir, Caglar and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[16]
2024 | Journal Article | LibreCat-ID: 58049
@article{Demir_KOUAGOU_Sharma_Ngonga Ngomo_2024, title={Inference over Unseen Entities, Relations and Literals on Knowledge Graphs}, DOI={10.48550/ARXIV.2410.06742}, journal={Arxiv}, author={Demir, Caglar and KOUAGOU, N’Dah Jean and Sharma, Arnab and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[15]
2024 | Conference Paper | LibreCat-ID: 58052
@inproceedings{Leite_Silva_Casalino_Sharma_Fortunato_Ngomo_2024, title={EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams}, DOI={10.1109/eais58494.2024.10570033}, booktitle={2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)}, publisher={IEEE}, author={Leite, Daniel and Silva, Alisson and Casalino, Gabriella and Sharma, Arnab and Fortunato, Danielle and Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[14]
2024 | Journal Article | LibreCat-ID: 58048
@article{Sharma_KOUAGOU_Ngonga Ngomo_2024, title={Resilience in Knowledge Graph Embeddings}, DOI={10.48550/ARXIV.2410.21163}, journal={Arxiv}, author={Sharma, Arnab and KOUAGOU, N’Dah Jean and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[13]
2024 | Journal Article | LibreCat-ID: 58051
@article{Demir_Sharma_Ngonga Ngomo_2024, title={Adaptive Stochastic Weight Averaging}, DOI={10.48550/ARXIV.2406.19092}, journal={arxiv}, author={Demir, Caglar and Sharma, Arnab and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat | DOI
 
[12]
2023 | Book Chapter | LibreCat-ID: 45886 | OA
@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition Analysis in Unknown Contexts}, volume={412}, DOI={10.5281/zenodo.8068510}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }
LibreCat | Files available | DOI
 
[11]
2023 | Dissertation | LibreCat-ID: 58047
@book{Sharma_2023, title={Testing of machine learning algorithms and models}, DOI={http://oops.uni-oldenburg.de/5927}, author={Sharma, Arnab}, year={2023} }
LibreCat | DOI
 
[10]
2022 | Conference Paper | LibreCat-ID: 32311
@inproceedings{Sharma_Melnikov_Hüllermeier_Wehrheim_2022, title={Property-Driven Testing of Black-Box Functions}, booktitle={Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE)}, publisher={IEEE}, author={Sharma, Arnab and Melnikov, Vitaly and Hüllermeier, Eyke and Wehrheim, Heike}, year={2022}, pages={113–123} }
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike}, year={2021} }
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
@inproceedings{Sharma_Wehrheim, series={LNCS}, title={Automatic Fairness Testing of Machine Learning Models}, booktitle={Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS)}, publisher={Springer}, author={Sharma, Arnab and Wehrheim, Heike}, collection={LNCS} }
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
@article{Sharma_Wehrheim_2020, title={Testing Monotonicity of Machine Learning Models}, volume={abs/2002.12278}, journal={CoRR}, author={Sharma, Arnab and Wehrheim, Heike}, year={2020} }
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
@inproceedings{Sharma_Wehrheim, title={Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models}, booktitle={Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).}, publisher={ACM}, author={Sharma, Arnab and Wehrheim, Heike} }
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
@inproceedings{Schneider_Sharma_Karl_Wehrheim_2019, place={Washington, DC, USA}, title={Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets}, booktitle={2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, publisher={IFIP}, author={Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike}, year={2019}, pages={116--124} }
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
@inproceedings{Sharma_Wehrheim_2019, place={Stuttgart}, series={Lecture Notes in Informatics (LNI)}, title={Testing Balancedness of ML Algorithms}, volume={P-292}, booktitle={Proceedings of the Software Engineering Conference (SE)}, publisher={Gesellschaft für Informatik e.V. (GI)}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={157–158}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
@inproceedings{Sharma_Wehrheim_2019, place={Xi’an, China}, title={Testing Machine Learning Algorithms for Balanced Data Usage}, booktitle={IEEE International Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={125--135} }
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48}, booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }
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