BibTeX records: Junshui Ma

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@article{DBLP:journals/jcisd/XuVSLMMMSSJ20,
  author       = {Yuting Xu and
                  Deeptak Verma and
                  Robert P. Sheridan and
                  Andy Liaw and
                  Junshui Ma and
                  Nicholas M. Marshall and
                  John McIntosh and
                  Edward C. Sherer and
                  Vladimir Svetnik and
                  Jennifer M. Johnston},
  title        = {Deep Dive into Machine Learning Models for Protein Engineering},
  journal      = {J. Chem. Inf. Model.},
  volume       = {60},
  number       = {6},
  pages        = {2773--2790},
  year         = {2020},
  url          = {https://doi.org/10.1021/acs.jcim.0c00073},
  doi          = {10.1021/ACS.JCIM.0C00073},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/XuVSLMMMSSJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isbi/ChenSZCYMBWG20,
  author       = {Antong Chen and
                  Jennifer Saouaf and
                  Bo Zhou and
                  Randolph Crawford and
                  Jianda Yuan and
                  Junshui Ma and
                  Richard Baumgartner and
                  Shubing Wang and
                  Gregory Goldmacher},
  title        = {A Deep Learning-Facilitated Radiomics Solution for the Prediction
                  of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials},
  booktitle    = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2020, Iowa City, IA, USA, April 3-7, 2020},
  pages        = {678--682},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISBI45749.2020.9098561},
  doi          = {10.1109/ISBI45749.2020.9098561},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/ChenSZCYMBWG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-02943,
  author       = {Antong Chen and
                  Jennifer Saouaf and
                  Bo Zhou and
                  Randolph Crawford and
                  Jianda Yuan and
                  Junshui Ma and
                  Richard Baumgartner and
                  Shubing Wang and
                  Gregory Goldmacher},
  title        = {A deep learning-facilitated radiomics solution for the prediction
                  of lung lesion shrinkage in non-small cell lung cancer trials},
  journal      = {CoRR},
  volume       = {abs/2003.02943},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.02943},
  eprinttype    = {arXiv},
  eprint       = {2003.02943},
  timestamp    = {Thu, 29 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-02943.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jcisd/XuMLSS17,
  author       = {Yuting Xu and
                  Junshui Ma and
                  Andy Liaw and
                  Robert P. Sheridan and
                  Vladimir Svetnik},
  title        = {Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity
                  Relationships},
  journal      = {J. Chem. Inf. Model.},
  volume       = {57},
  number       = {10},
  pages        = {2490--2504},
  year         = {2017},
  url          = {https://doi.org/10.1021/acs.jcim.7b00087},
  doi          = {10.1021/ACS.JCIM.7B00087},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/XuMLSS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jcisd/SheridanWLMG16,
  author       = {Robert P. Sheridan and
                  Wei Min Wang and
                  Andy Liaw and
                  Junshui Ma and
                  Eric M. Gifford},
  title        = {Extreme Gradient Boosting as a Method for Quantitative Structure-Activity
                  Relationships},
  journal      = {J. Chem. Inf. Model.},
  volume       = {56},
  number       = {12},
  pages        = {2353--2360},
  year         = {2016},
  url          = {https://doi.org/10.1021/acs.jcim.6b00591},
  doi          = {10.1021/ACS.JCIM.6B00591},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcisd/SheridanWLMG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jcisd/MaSLDS15,
  author       = {Junshui Ma and
                  Robert P. Sheridan and
                  Andy Liaw and
                  George E. Dahl and
                  Vladimir Svetnik},
  title        = {Deep Neural Nets as a Method for Quantitative Structure-Activity Relationships},
  journal      = {J. Chem. Inf. Model.},
  volume       = {55},
  number       = {2},
  pages        = {263--274},
  year         = {2015},
  url          = {https://doi.org/10.1021/ci500747n},
  doi          = {10.1021/CI500747N},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcisd/MaSLDS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icb/SuZFM12,
  author       = {Fei Su and
                  Huangling Zhou and
                  Zhiyin Feng and
                  Junshui Ma},
  editor       = {Anil K. Jain and
                  Arun Ross and
                  Salil Prabhakar and
                  Jaihie Kim},
  title        = {A biometric-based covert warning system using {EEG}},
  booktitle    = {5th {IAPR} International Conference on Biometrics, {ICB} 2012, New
                  Delhi, India, March 29 - April 1, 2012},
  pages        = {342--347},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICB.2012.6199830},
  doi          = {10.1109/ICB.2012.6199830},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/icb/SuZFM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/btas/SuXCM10,
  author       = {Fei Su and
                  Liwen Xia and
                  Anni Cai and
                  Junshui Ma},
  title        = {A dual-biometric-modality identification system based on fingerprint
                  and {EEG}},
  booktitle    = {Fourth {IEEE} International Conference on Biometrics: Theory Applications
                  and Systems, {BTAS} 2010, Washington, DC, USA, 27-29 September, 2010},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/BTAS.2010.5634487},
  doi          = {10.1109/BTAS.2010.5634487},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/btas/SuXCM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpr/SuXCWM10,
  author       = {Fei Su and
                  Liwen Xia and
                  Anni Cai and
                  Yibing Wu and
                  Junshui Ma},
  title        = {EEG-based Personal Identification: from Proof-of-Concept to {A} Practical
                  System},
  booktitle    = {20th International Conference on Pattern Recognition, {ICPR} 2010,
                  Istanbul, Turkey, 23-26 August 2010},
  pages        = {3728--3731},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICPR.2010.908},
  doi          = {10.1109/ICPR.2010.908},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/SuXCWM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/SuXCM10,
  author       = {Fei Su and
                  Liwen Xia and
                  Anni Cai and
                  Junshui Ma},
  title        = {Evaluation of recording factors in EEG-based personal identification:
                  {A} vital step in real implementations},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
  pages        = {3861--3866},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICSMC.2010.5641768},
  doi          = {10.1109/ICSMC.2010.5641768},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/SuXCM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sadm/MaTLSSS09,
  author       = {Junshui Ma and
                  Christopher Tong and
                  Andy Liaw and
                  Robert P. Sheridan and
                  John Szumiloski and
                  Vladimir Svetnik},
  title        = {Generating hypotheses about molecular structure-activity relationships
                  (SARs) by solving an optimization problem},
  journal      = {Stat. Anal. Data Min.},
  volume       = {2},
  number       = {3},
  pages        = {161--174},
  year         = {2009},
  url          = {https://doi.org/10.1002/sam.10040},
  doi          = {10.1002/SAM.10040},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sadm/MaTLSSS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijon/MaKA04,
  author       = {Junshui Ma and
                  Ashok K. Krishnamurthy and
                  Stanley C. Ahalt},
  title        = {{SVM} training with duplicated samples and its application in SVM-based
                  ensemble methods},
  journal      = {Neurocomputing},
  volume       = {61},
  pages        = {455--459},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.neucom.2004.04.004},
  doi          = {10.1016/J.NEUCOM.2004.04.004},
  timestamp    = {Sat, 12 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/MaKA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pr/MaTP04,
  author       = {Junshui Ma and
                  James Theiler and
                  Simon Perkins},
  title        = {Two realizations of a general feature extraction framework},
  journal      = {Pattern Recognit.},
  volume       = {37},
  number       = {5},
  pages        = {875--887},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.patcog.2003.10.010},
  doi          = {10.1016/J.PATCOG.2003.10.010},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/MaTP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isbi/TeverovskiyKMKVPVFST04,
  author       = {Mikhail Teverovskiy and
                  Vinay Kumar and
                  Junshui Ma and
                  Angeliki Kotsianti and
                  David Verbel and
                  Ho{-}Yuen Pang and
                  Yevgen Vengrenyuk and
                  Stephen Fogarasi and
                  Olivier Saidi and
                  Ali Tabesh},
  title        = {Improved Prediction of Prostate Cancer Recurrence Based on an Automated
                  Tissue Image Analysis System},
  booktitle    = {Proceedings of the 2004 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Arlington, VA, USA, 15-18 April 2004},
  pages        = {257--260},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ISBI.2004.1398523},
  doi          = {10.1109/ISBI.2004.1398523},
  timestamp    = {Wed, 04 Oct 2023 16:23:55 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/TeverovskiyKMKVPVFST04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijon/Ma03,
  author       = {Junshui Ma},
  title        = {Function replacement vs. kernel trick},
  journal      = {Neurocomputing},
  volume       = {50},
  pages        = {479--483},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0925-2312(02)00673-2},
  doi          = {10.1016/S0925-2312(02)00673-2},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/Ma03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mssp/MaDA03,
  author       = {Junshui Ma and
                  Xun Du and
                  Stanley C. Ahalt},
  title        = {2D {HRR} Radar Data Modeling and Processing},
  journal      = {Multidimens. Syst. Signal Process.},
  volume       = {14},
  number       = {1-3},
  pages        = {25--48},
  year         = {2003},
  url          = {https://doi.org/10.1023/A\%3A1022216924086},
  doi          = {10.1023/A\%3A1022216924086},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mssp/MaDA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/neco/MaTP03,
  author       = {Junshui Ma and
                  James Theiler and
                  Simon Perkins},
  title        = {Accurate On-line Support Vector Regression},
  journal      = {Neural Comput.},
  volume       = {15},
  number       = {11},
  pages        = {2683--2703},
  year         = {2003},
  url          = {https://doi.org/10.1162/089976603322385117},
  doi          = {10.1162/089976603322385117},
  timestamp    = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/MaTP03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/spl/MaSA03,
  author       = {Junshui Ma and
                  Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
                  Stanley C. Ahalt},
  title        = {Nonlinear multiclass discriminant analysis},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {10},
  number       = {7},
  pages        = {196--199},
  year         = {2003},
  url          = {https://doi.org/10.1109/LSP.2003.813680},
  doi          = {10.1109/LSP.2003.813680},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spl/MaSA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/MaP03,
  author       = {Junshui Ma and
                  Simon Perkins},
  editor       = {Lise Getoor and
                  Ted E. Senator and
                  Pedro M. Domingos and
                  Christos Faloutsos},
  title        = {Online novelty detection on temporal sequences},
  booktitle    = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
                  - 27, 2003},
  pages        = {613--618},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/956750.956828},
  doi          = {10.1145/956750.956828},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/MaP03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmla/MaPTA02,
  author       = {Junshui Ma and
                  Simon Perkins and
                  James Theiler and
                  Stanley C. Ahalt},
  editor       = {M. Arif Wani and
                  Hamid R. Arabnia and
                  Krzysztof J. Cios and
                  Khalid Hafeez and
                  Graham Kendall},
  title        = {Modified Kernel-based Nonlinear Feature Extraction},
  booktitle    = {Proceedings of the 2002 International Conference on Machine Learning
                  and Applications - {ICMLA} 2002, June 24-27, 2002, Las Vegas, Nevada,
                  {USA}},
  pages        = {127--132},
  publisher    = {{CSREA} Press},
  year         = {2002},
  timestamp    = {Tue, 11 May 2004 16:10:43 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/MaPTA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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