BibTeX records: Raghavan Krishnan

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@article{DBLP:journals/tnn/KrishnanJS20,
  author    = {Raghavan Krishnan and
               Sarangapani Jagannathan and
               V. A. Samaranayake},
  title     = {Direct Error-Driven Learning for Deep Neural Networks With Applications
               to Big Data},
  journal   = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume    = {31},
  number    = {5},
  pages     = {1763--1770},
  year      = {2020},
  url       = {https://doi.org/10.1109/TNNLS.2019.2920964},
  doi       = {10.1109/TNNLS.2019.2920964},
  timestamp = {Sat, 30 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tnn/KrishnanJS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KrishnanJS20,
  author    = {Raghavan Krishnan and
               S. Jagannathan and
               V. A. Samaranayake},
  editor    = {Witold Pedrycz and
               Shyi{-}Ming Chen},
  title     = {Direct Error Driven Learning for Classification in Applications Generating
               Big-Data},
  booktitle = {Development and Analysis of Deep Learning Architectures},
  series    = {Studies in Computational Intelligence},
  volume    = {867},
  pages     = {1--29},
  publisher = {Springer},
  year      = {2020},
  url       = {https://doi.org/10.1007/978-3-030-31764-5\_1},
  doi       = {10.1007/978-3-030-31764-5\_1},
  timestamp = {Fri, 15 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/series/sci/KrishnanJS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/KrishnanSJ19,
  author    = {Raghavan Krishnan and
               V. A. Samaranayake and
               S. Jagannathan},
  title     = {A Hierarchical Dimension Reduction Approach for Big Data with Application
               to Fault Diagnostics},
  journal   = {Big Data Res.},
  volume    = {18},
  year      = {2019},
  url       = {https://doi.org/10.1016/j.bdr.2019.100121},
  doi       = {10.1016/j.bdr.2019.100121},
  timestamp = {Fri, 15 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/bdr/KrishnanSJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KrishnanSJ19,
  author    = {Raghavan Krishnan and
               V. A. Samaranayake and
               Sarangapani Jagannathan},
  title     = {A Multi-Step Nonlinear Dimension-Reduction Approach with Applications
               to Big Data},
  journal   = {{IEEE} Trans. Knowl. Data Eng.},
  volume    = {31},
  number    = {12},
  pages     = {2249--2261},
  year      = {2019},
  url       = {https://doi.org/10.1109/TKDE.2018.2876848},
  doi       = {10.1109/TKDE.2018.2876848},
  timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tkde/KrishnanSJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KrishnanJS18,
  author    = {Raghavan Krishnan and
               Sarangapani Jagannathan and
               V. A. Samaranayake},
  editor    = {Naoki Abe and
               Huan Liu and
               Calton Pu and
               Xiaohua Hu and
               Nesreen K. Ahmed and
               Mu Qiao and
               Yang Song and
               Donald Kossmann and
               Bing Liu and
               Kisung Lee and
               Jiliang Tang and
               Jingrui He and
               Jeffrey S. Saltz},
  title     = {A Minimax Approach for Classification with Big-data},
  booktitle = {{IEEE} International Conference on Big Data, Big Data 2018, Seattle,
               WA, USA, December 10-13, 2018},
  pages     = {1437--1444},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/BigData.2018.8622564},
  doi       = {10.1109/BigData.2018.8622564},
  timestamp = {Thu, 19 Mar 2020 16:53:40 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/KrishnanJS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GargKJS18,
  author    = {Shweta Garg and
               Raghavan Krishnan and
               Sarangapani Jagannathan and
               V. A. Samaranayake},
  editor    = {Naoki Abe and
               Huan Liu and
               Calton Pu and
               Xiaohua Hu and
               Nesreen K. Ahmed and
               Mu Qiao and
               Yang Song and
               Donald Kossmann and
               Bing Liu and
               Kisung Lee and
               Jiliang Tang and
               Jingrui He and
               Jeffrey S. Saltz},
  title     = {Distributed Learning of Deep Sparse Neural Networks for High-dimensional
               Classification},
  booktitle = {{IEEE} International Conference on Big Data, Big Data 2018, Seattle,
               WA, USA, December 10-13, 2018},
  pages     = {1587--1592},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/BigData.2018.8621888},
  doi       = {10.1109/BigData.2018.8621888},
  timestamp = {Thu, 19 Mar 2020 16:53:40 +0100},
  biburl    = {https://dblp.org/rec/conf/bigdataconf/GargKJS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KrishnanSJ18,
  author    = {Raghavan Krishnan and
               V. A. Samaranayake and
               Sarangapani Jagannathan},
  editor    = {Seiichi Ozawa and
               Ah{-}Hwee Tan and
               Plamen P. Angelov and
               Asim Roy and
               Mahardhika Pratama},
  title     = {A Multi-step Nonlinear Dimension-reduction Approach with Applications
               to Bigdata},
  booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
               Indonesia, 17-19 April 2018},
  series    = {Procedia Computer Science},
  volume    = {144},
  pages     = {81--88},
  publisher = {Elsevier},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.procs.2018.10.507},
  doi       = {10.1016/j.procs.2018.10.507},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/inns/KrishnanSJ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KrishnanJS18,
  author    = {Raghavan Krishnan and
               Sarangapani Jagannathan and
               V. A. Samaranayake},
  editor    = {Seiichi Ozawa and
               Ah{-}Hwee Tan and
               Plamen P. Angelov and
               Asim Roy and
               Mahardhika Pratama},
  title     = {Direct Error Driven Learning for Deep Neural Networks with Applications
               to Bigdata},
  booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
               Indonesia, 17-19 April 2018},
  series    = {Procedia Computer Science},
  volume    = {144},
  pages     = {89--95},
  publisher = {Elsevier},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.procs.2018.10.508},
  doi       = {10.1016/j.procs.2018.10.508},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/inns/KrishnanJS18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KrishnanJS17,
  author    = {Raghavan Krishnan and
               Sarangapani Jagannathan and
               V. A. Samaranayake},
  title     = {Deep learning inspired prognostics scheme for applications generating
               big data},
  booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
               Anchorage, AK, USA, May 14-19, 2017},
  pages     = {3296--3302},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/IJCNN.2017.7966269},
  doi       = {10.1109/IJCNN.2017.7966269},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/ijcnn/KrishnanJS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KrishnanJ15,
  author    = {Raghavan Krishnan and
               Sarangapani Jagannathan},
  title     = {Hierarchical Mahalanobis Distance Clustering Based Technique for Prognostics
               in Applications Generating Big Data},
  booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
               Cape Town, South Africa, December 7-10, 2015},
  pages     = {516--521},
  publisher = {{IEEE}},
  year      = {2015},
  url       = {https://doi.org/10.1109/SSCI.2015.82},
  doi       = {10.1109/SSCI.2015.82},
  timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/ssci/KrishnanJ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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