BibTeX records: Arvind Kumar Shekar

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@article{DBLP:journals/cgf/YanXOGMSGWR25,
  author       = {Xinyuan Yan and
                  Xiwei Xuan and
                  Jorge Piazentin Ono and
                  Jiajing Guo and
                  Vikram Mohanty and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Bei Wang and
                  Liu Ren},
  title        = {\emph{VISLIX}: An {XAI} Framework for Validating Vision Models with
                  Slice Discovery and Analysis},
  journal      = {Comput. Graph. Forum},
  volume       = {44},
  number       = {3},
  year         = {2025},
  url          = {https://doi.org/10.1111/cgf.70125},
  doi          = {10.1111/CGF.70125},
  timestamp    = {Thu, 11 Sep 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cgf/YanXOGMSGWR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2505-03132,
  author       = {Xinyuan Yan and
                  Xiwei Xuan and
                  Jorge Piazentin Ono and
                  Jiajing Guo and
                  Vikram Mohanty and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Bei Wang and
                  Liu Ren},
  title        = {{VISLIX:} An {XAI} Framework for Validating Vision Models with Slice
                  Discovery and Analysis},
  journal      = {CoRR},
  volume       = {abs/2505.03132},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.03132},
  doi          = {10.48550/ARXIV.2505.03132},
  eprinttype   = {arXiv},
  eprint       = {2505.03132},
  timestamp    = {Mon, 18 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-03132.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tvcg/HoqueHSGR23,
  author       = {Md. Naimul Hoque and
                  Wenbin He and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Liu Ren},
  title        = {Visual Concept Programming: {A} Visual Analytics Approach to Injecting
                  Human Intelligence at Scale},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {29},
  number       = {1},
  pages        = {74--83},
  year         = {2023},
  url          = {https://doi.org/10.1109/TVCG.2022.3209466},
  doi          = {10.1109/TVCG.2022.3209466},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/HoqueHSGR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tvcg/HeZSGR22,
  author       = {Wenbin He and
                  Lincan Zou and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Liu Ren},
  title        = {Where Can We Help? {A} Visual Analytics Approach to Diagnosing and
                  Improving Semantic Segmentation of Movable Objects},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {28},
  number       = {1},
  pages        = {1040--1050},
  year         = {2022},
  url          = {https://doi.org/10.1109/TVCG.2021.3114855},
  doi          = {10.1109/TVCG.2021.3114855},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tvcg/HeZSGR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcai/HeSSGR22,
  author       = {Wenbin He and
                  William Surmeier and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Liu Ren},
  editor       = {Luc De Raedt},
  title        = {Self-supervised Semantic Segmentation Grounded in Visual Concepts},
  booktitle    = {Proceedings of the Thirty-First International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                  2022},
  pages        = {949--955},
  publisher    = {ijcai.org},
  year         = {2022},
  url          = {https://doi.org/10.24963/ijcai.2022/133},
  doi          = {10.24963/IJCAI.2022/133},
  timestamp    = {Tue, 15 Oct 2024 16:43:28 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/HeSSGR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2201-00531,
  author       = {Arvind Kumar Shekar and
                  Laureen Lake and
                  Liang Gou and
                  Liu Ren},
  title        = {Novelty-based Generalization Evaluation for Traffic Light Detection},
  journal      = {CoRR},
  volume       = {abs/2201.00531},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.00531},
  eprinttype   = {arXiv},
  eprint       = {2201.00531},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-00531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-13868,
  author       = {Wenbin He and
                  William Surmeier and
                  Arvind Kumar Shekar and
                  Liang Gou and
                  Liu Ren},
  title        = {Self-supervised Semantic Segmentation Grounded in Visual Concepts},
  journal      = {CoRR},
  volume       = {abs/2203.13868},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.13868},
  doi          = {10.48550/ARXIV.2203.13868},
  eprinttype   = {arXiv},
  eprint       = {2203.13868},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-13868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijcv/ShekarGRW21,
  author       = {Arvind Kumar Shekar and
                  Liang Gou and
                  Liu Ren and
                  Axel Wendt},
  title        = {Label-Free Robustness Estimation of Object Detection CNNs for Autonomous
                  Driving Applications},
  journal      = {Int. J. Comput. Vis.},
  volume       = {129},
  number       = {4},
  pages        = {1185--1201},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11263-020-01423-x},
  doi          = {10.1007/S11263-020-01423-X},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/ShekarGRW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tvcg/GouZLHSWR21,
  author       = {Liang Gou and
                  Lincan Zou and
                  Nanxiang Li and
                  Michael Hofmann and
                  Arvind Kumar Shekar and
                  Axel Wendt and
                  Liu Ren},
  title        = {{VATLD:} {A} Visual Analytics System to Assess, Understand and Improve
                  Traffic Light Detection},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {27},
  number       = {2},
  pages        = {261--271},
  year         = {2021},
  url          = {https://doi.org/10.1109/TVCG.2020.3030350},
  doi          = {10.1109/TVCG.2020.3030350},
  timestamp    = {Wed, 02 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/GouZLHSWR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmla/ShekarLGR21,
  author       = {Arvind Kumar Shekar and
                  Laureen Lake and
                  Liang Gou and
                  Liu Ren},
  editor       = {M. Arif Wani and
                  Ishwar K. Sethi and
                  Weisong Shi and
                  Guangzhi Qu and
                  Daniela Stan Raicu and
                  Ruoming Jin},
  title        = {Novelty-based Generalization Evaluation for Traffic Light Detection},
  booktitle    = {20th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
  pages        = {159--165},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICMLA52953.2021.00032},
  doi          = {10.1109/ICMLA52953.2021.00032},
  timestamp    = {Tue, 01 Feb 2022 17:24:07 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/ShekarLGR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Shekar20,
  author       = {Arvind Kumar Shekar},
  title        = {Multivariate Correlation Analysis for Supervised Feature Selection
                  in High-Dimensional Data},
  school       = {University of Bonn, Germany},
  year         = {2020},
  url          = {https://hdl.handle.net/20.500.11811/8303},
  timestamp    = {Sat, 23 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Shekar20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2009-12975,
  author       = {Liang Gou and
                  Lincan Zou and
                  Nanxiang Li and
                  Michael Hofmann and
                  Arvind Kumar Shekar and
                  Axel Wendt and
                  Liu Ren},
  title        = {{VATLD:} {A} Visual Analytics System to Assess, Understand and Improve
                  Traffic Light Detection},
  journal      = {CoRR},
  volume       = {abs/2009.12975},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.12975},
  eprinttype   = {arXiv},
  eprint       = {2009.12975},
  timestamp    = {Wed, 02 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-12975.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/softcomp/SaSFS19,
  author       = {Cl{\'{a}}udio Rebelo de S{\'{a}} and
                  Arvind Kumar Shekar and
                  Hugo M. Ferreira and
                  Carlos Soares},
  editor       = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  Alicia Troncoso Lora and
                  Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Building Robust Prediction Models for Defective Sensor Data Using
                  Artificial Neural Networks},
  booktitle    = {14th International Conference on Soft Computing Models in Industrial
                  and Environmental Applications {(SOCO} 2019) - Seville, Spain, May
                  13-15, 2019, Proceedings},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {950},
  pages        = {142--153},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20055-8\_14},
  doi          = {10.1007/978-3-030-20055-8\_14},
  timestamp    = {Wed, 03 Jun 2026 20:25:45 +0200},
  biburl       = {https://dblp.org/rec/conf/softcomp/SaSFS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dis/ShekarPSM18,
  author       = {Arvind Kumar Shekar and
                  Marcus Pappik and
                  Patricia Iglesias S{\'{a}}nchez and
                  Emmanuel M{\"{u}}ller},
  editor       = {Larisa N. Soldatova and
                  Joaquin Vanschoren and
                  George A. Papadopoulos and
                  Michelangelo Ceci},
  title        = {Selection of Relevant and Non-Redundant Multivariate Ordinal Patterns
                  for Time Series Classification},
  booktitle    = {Discovery Science - 21st International Conference, {DS} 2018, Limassol,
                  Cyprus, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11198},
  pages        = {224--240},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01771-2\_15},
  doi          = {10.1007/978-3-030-01771-2\_15},
  timestamp    = {Mon, 28 Aug 2023 21:17:13 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/ShekarPSM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1804-05544,
  author       = {Arvind Kumar Shekar and
                  Cl{\'{a}}udio Rebelo de S{\'{a}} and
                  Hugo Ferreira and
                  Carlos Soares},
  title        = {Building robust prediction models for defective sensor data using
                  Artificial Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1804.05544},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.05544},
  eprinttype   = {arXiv},
  eprint       = {1804.05544},
  timestamp    = {Mon, 09 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-05544.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dawak/ShekarSM17,
  author       = {Arvind Kumar Shekar and
                  Patricia Iglesias S{\'{a}}nchez and
                  Emmanuel M{\"{u}}ller},
  editor       = {Ladjel Bellatreche and
                  Sharma Chakravarthy},
  title        = {Diverse Selection of Feature Subsets for Ensemble Regression},
  booktitle    = {Big Data Analytics and Knowledge Discovery - 19th International Conference,
                  DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10440},
  pages        = {259--273},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-64283-3\_19},
  doi          = {10.1007/978-3-319-64283-3\_19},
  timestamp    = {Sun, 07 Dec 2025 22:10:05 +0100},
  biburl       = {https://dblp.org/rec/conf/dawak/ShekarSM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ShekarBSSM17,
  author       = {Arvind Kumar Shekar and
                  Tom Bocklisch and
                  Patricia Iglesias S{\'{a}}nchez and
                  Christoph Nikolas Straehle and
                  Emmanuel M{\"{u}}ller},
  editor       = {Michelangelo Ceci and
                  Jaakko Hollm{\'{e}}n and
                  Ljupco Todorovski and
                  Celine Vens and
                  Saso Dzeroski},
  title        = {Including Multi-feature Interactions and Redundancy for Feature Ranking
                  in Mixed Datasets},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10534},
  pages        = {239--255},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-71249-9\_15},
  doi          = {10.1007/978-3-319-71249-9\_15},
  timestamp    = {Sun, 02 Nov 2025 21:27:39 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ShekarBSSM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/KirschRTPSKMSM17,
  author       = {Louis Kirsch and
                  Niklas Riekenbrauck and
                  Daniel Thevessen and
                  Marcus Pappik and
                  Axel Stebner and
                  Julius Kunze and
                  Alexander Meissner and
                  Arvind Kumar Shekar and
                  Emmanuel M{\"{u}}ller},
  editor       = {Yasemin Altun and
                  Kamalika Das and
                  Taneli Mielik{\"{a}}inen and
                  Donato Malerba and
                  Jerzy Stefanowski and
                  Jesse Read and
                  Marinka Zitnik and
                  Michelangelo Ceci and
                  Saso Dzeroski},
  title        = {Framework for Exploring and Understanding Multivariate Correlations},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10536},
  pages        = {404--408},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-71273-4\_40},
  doi          = {10.1007/978-3-319-71273-4\_40},
  timestamp    = {Sat, 19 Oct 2019 20:16:01 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KirschRTPSKMSM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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