BibTeX records: Md. Ashad Alam

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@article{DBLP:journals/corr/abs-2004-14031,
  author    = {Md. Ashad Alam and
               Chuan Qiu and
               Hui Shen and
               Yu{-}Ping Wang and
               Hong{-}Wen Deng},
  title     = {A generalized kernel machine approach to identify higher-order composite
               effects in multi-view datasets},
  journal   = {CoRR},
  volume    = {abs/2004.14031},
  year      = {2020},
  url       = {https://arxiv.org/abs/2004.14031},
  archivePrefix = {arXiv},
  eprint    = {2004.14031},
  timestamp = {Sun, 03 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2004-14031.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/AlamKDCW19,
  author    = {Md. Ashad Alam and
               Osamu Komori and
               Hong{-}Wen Deng and
               Vince D. Calhoun and
               Yu{-}Ping Wang},
  title     = {Robust kernel canonical correlation analysis to detect gene-gene co-associations:
               {A} case study in genetics},
  journal   = {J. Bioinform. Comput. Biol.},
  volume    = {17},
  number    = {4},
  pages     = {1950028},
  year      = {2019},
  url       = {https://doi.org/10.1142/S0219720019500288},
  doi       = {10.1142/S0219720019500288},
  timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jbcb/AlamKDCW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AlamCW18,
  author    = {Md. Ashad Alam and
               Vince D. Calhoun and
               Yu{-}Ping Wang},
  title     = {Identifying outliers using multiple kernel canonical correlation analysis
               with application to imaging genetics},
  journal   = {Comput. Stat. Data Anal.},
  volume    = {125},
  pages     = {70--85},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.csda.2018.03.013},
  doi       = {10.1016/j.csda.2018.03.013},
  timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/csda/AlamCW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AlamFW18,
  author    = {Md. Ashad Alam and
               Kenji Fukumizu and
               Yu{-}Ping Wang},
  title     = {Influence function and robust variant of kernel canonical correlation
               analysis},
  journal   = {Neurocomputing},
  volume    = {304},
  pages     = {12--29},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.neucom.2018.04.008},
  doi       = {10.1016/j.neucom.2018.04.008},
  timestamp = {Sat, 30 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijon/AlamFW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01625,
  author    = {Md. Ashad Alam and
               Mohammad Shahjama and
               Md. Ferdush Rahman},
  title     = {Gene Shaving using influence function of a kernel method},
  journal   = {CoRR},
  volume    = {abs/1809.01625},
  year      = {2018},
  url       = {http://arxiv.org/abs/1809.01625},
  archivePrefix = {arXiv},
  eprint    = {1809.01625},
  timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1809-01625.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09138,
  author    = {Md. Siraj{-}Ud{-}Doula and
               Md. Ashad Alam},
  title     = {Ecological Data Analysis Based on Machine Learning Algorithms},
  journal   = {CoRR},
  volume    = {abs/1812.09138},
  year      = {2018},
  url       = {http://arxiv.org/abs/1812.09138},
  archivePrefix = {arXiv},
  eprint    = {1812.09138},
  timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1812-09138.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AlamCW16,
  author    = {Md. Ashad Alam and
               Vince D. Calhoun and
               Yu{-}Ping Wang},
  title     = {Influence Function of Multiple Kernel Canonical Analysis to Identify
               Outliers in Imaging Genetics Data},
  booktitle = {Proceedings of the 7th {ACM} International Conference on Bioinformatics,
               Computational Biology, and Health Informatics, {BCB} 2016, Seattle,
               WA, USA, October 2-5, 2016},
  pages     = {210--219},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2975167.2975189},
  doi       = {10.1145/2975167.2975189},
  timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bcb/AlamCW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AlamKCW16,
  author    = {Md. Ashad Alam and
               Osamu Komori and
               Vince D. Calhoun and
               Yu{-}Ping Wang},
  title     = {Robust Kernel Canonical Correlation Analysis to Detect Gene-Gene Interaction
               for Imaging Genetics Data},
  booktitle = {Proceedings of the 7th {ACM} International Conference on Bioinformatics,
               Computational Biology, and Health Informatics, {BCB} 2016, Seattle,
               WA, USA, October 2-5, 2016},
  pages     = {279--288},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2975167.2975196},
  doi       = {10.1145/2975167.2975196},
  timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bcb/AlamKCW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/RichfieldACW16,
  author    = {Owen Richfield and
               Md. Ashad Alam and
               Vince D. Calhoun and
               Yu{-}Ping Wang},
  editor    = {Tianhai Tian and
               Qinghua Jiang and
               Yunlong Liu and
               Kevin Burrage and
               Jiangning Song and
               Yadong Wang and
               Xiaohua Hu and
               Shinichi Morishita and
               Qian Zhu and
               Guohua Wang},
  title     = {Learning schizophrenia imaging genetics data via Multiple Kernel Canonical
               Correlation Analysis},
  booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
               {BIBM} 2016, Shenzhen, China, December 15-18, 2016},
  pages     = {507--511},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/BIBM.2016.7822570},
  doi       = {10.1109/BIBM.2016.7822570},
  timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bibm/RichfieldACW16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/AlamF15,
  author    = {Md. Ashad Alam and
               Kenji Fukumizu},
  title     = {Higher-Order Regularized Kernel Canonical Correlation Analysis},
  journal   = {Int. J. Pattern Recognit. Artif. Intell.},
  volume    = {29},
  number    = {4},
  pages     = {1551005:1--1551005:24},
  year      = {2015},
  url       = {https://doi.org/10.1142/S0218001415510052},
  doi       = {10.1142/S0218001415510052},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijprai/AlamF15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsci/AlamF14,
  author    = {Md. Ashad Alam and
               Kenji Fukumizu},
  title     = {Hyperparameter Selection in Kernel Principal Component Analysis},
  journal   = {J. Comput. Sci.},
  volume    = {10},
  number    = {7},
  pages     = {1139--1150},
  year      = {2014},
  url       = {https://doi.org/10.3844/jcssp.2014.1139.1150},
  doi       = {10.3844/jcssp.2014.1139.1150},
  timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jcsci/AlamF14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlamF13,
  author    = {Md. Ashad Alam and
               Kenji Fukumizu},
  title     = {Higher-Order Regularized Kernel {CCA}},
  booktitle = {12th International Conference on Machine Learning and Applications,
               {ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
  pages     = {374--377},
  publisher = {{IEEE}},
  year      = {2013},
  url       = {https://doi.org/10.1109/ICMLA.2013.76},
  doi       = {10.1109/ICMLA.2013.76},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/icmla/AlamF13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmm2/AlamNF10,
  author    = {Md. Ashad Alam and
               Mohammed Nasser and
               Kenji Fukumizu},
  title     = {A Comparative Study of Kernel and Robust Canonical Correlation Analysis},
  journal   = {J. Multim.},
  volume    = {5},
  number    = {1},
  pages     = {3--11},
  year      = {2010},
  url       = {https://doi.org/10.4304/jmm.5.1.3-11},
  doi       = {10.4304/jmm.5.1.3-11},
  timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmm2/AlamNF10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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