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@article{DBLP:journals/bigdatama/AblayevAHKSW20,
  author       = {Farid M. Ablayev and
                  Marat Ablayev and
                  Joshua Zhexue Huang and
                  Kamil Khadiev and
                  Nailya Salikhova and
                  Dingming Wu},
  title        = {On quantum methods for machine learning problems part {I:} Quantum
                  tools},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {41--55},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020016},
  doi          = {10.26599/BDMA.2019.9020016},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/AblayevAHKSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/AblayevAHKSW20a,
  author       = {Farid M. Ablayev and
                  Marat Ablayev and
                  Joshua Zhexue Huang and
                  Kamil Khadiev and
                  Nailya Salikhova and
                  Dingming Wu},
  title        = {On quantum methods for machine learning problems part {II:} Quantum
                  classification algorithms},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {56--67},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020018},
  doi          = {10.26599/BDMA.2019.9020018},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/AblayevAHKSW20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/BanerjeeMP20,
  author       = {Chaity Banerjee and
                  Tathagata Mukherjee and
                  Eduardo Pasiliao},
  title        = {Feature representations using the reflected rectified linear unit
                  (RReLU) activation},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {102--120},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020024},
  doi          = {10.26599/BDMA.2019.9020024},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/BanerjeeMP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/BasodiJZP20,
  author       = {Sunitha Basodi and
                  Chunyan Ji and
                  Haiping Zhang and
                  Yi Pan},
  title        = {Gradient amplification: An efficient way to train deep neural networks},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {196--207},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020004},
  doi          = {10.26599/BDMA.2020.9020004},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/BasodiJZP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/GuoZ20,
  author       = {Zhenxing Guo and
                  Shihua Zhang},
  title        = {Sparse deep nonnegative matrix factorization},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {13--28},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020020},
  doi          = {10.26599/BDMA.2019.9020020},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/GuoZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/HeZ20,
  author       = {Zaobo He and
                  Junxiu Zhou},
  title        = {Inference attacks on genomic data based on probabilistic graphical
                  models},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {225--233},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020008},
  doi          = {10.26599/BDMA.2020.9020008},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/HeZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/HouH020,
  author       = {Qixuan Hou and
                  Meng Han and
                  Zhipeng Cai},
  title        = {Survey on data analysis in social media: {A} practical application
                  aspect},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {259--279},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020006},
  doi          = {10.26599/BDMA.2020.9020006},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/HouH020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/LiJWLW20,
  author       = {Jianjiang Li and
                  Huihui Jiao and
                  Jie Wang and
                  Zhiguo Liu and
                  Jie Wu},
  title        = {Online real-time trajectory analysis based on adaptive time interval
                  clustering algorithm},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {131--142},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020022},
  doi          = {10.26599/BDMA.2019.9020022},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/LiJWLW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/LiLYHZAZLZKYWY20,
  author       = {Fashen Li and
                  Lian Li and
                  Jianping Yin and
                  Liang Huang and
                  Qingguo Zhou and
                  Ning An and
                  Yong Zhang and
                  Li Liu and
                  Jialin Zhang and
                  Kun Kuang and
                  Lei Yang and
                  Zhixi Wu and
                  Lianchun Yu},
  title        = {Machine knowledge and human cognition},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {292--299},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020009},
  doi          = {10.26599/BDMA.2020.9020009},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/LiLYHZAZLZKYWY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/LiWL20,
  author       = {Mingda Li and
                  Hongzhi Wang and
                  Jianzhong Li},
  title        = {Mining conditional functional dependency rules on big data},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {68--84},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020019},
  doi          = {10.26599/BDMA.2019.9020019},
  timestamp    = {Wed, 06 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/LiWL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/LiuWRK20,
  author       = {Wenjie Liu and
                  Guoqing Wu and
                  Fuji Ren and
                  Xin Kang},
  title        = {DFF-ResNet: An insect pest recognition model based on residual networks},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {300--310},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020021},
  doi          = {10.26599/BDMA.2020.9020021},
  timestamp    = {Sat, 12 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/LiuWRK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/LuL20,
  author       = {Mei Lu and
                  Fanzhang Li},
  title        = {Survey on lie group machine learning},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {235--258},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020011},
  doi          = {10.26599/BDMA.2020.9020011},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/LuL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/MahmudHSES20,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Salman Salloum and
                  Tamer Z. Emara and
                  Kuanishbay Sadatdiynov},
  title        = {A survey of data partitioning and sampling methods to support big
                  data analysis},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {85--101},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020015},
  doi          = {10.26599/BDMA.2019.9020015},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/MahmudHSES20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/PalmerSAC20,
  author       = {James Palmer and
                  Victor S. Sheng and
                  Travis Atkison and
                  Bernard Chen},
  title        = {Classification on grade, price, and region with multi-label and multi-target
                  methods in wineinformatics},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {1--12},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020014},
  doi          = {10.26599/BDMA.2019.9020014},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/PalmerSAC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/ShenLCJ20,
  author       = {Lujia Shen and
                  Qianjun Liu and
                  Gong Chen and
                  Shouling Ji},
  title        = {Text-based price recommendation system for online rental houses},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {143--152},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020023},
  doi          = {10.26599/BDMA.2019.9020023},
  timestamp    = {Mon, 05 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/ShenLCJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/SreenivasuluS20,
  author       = {Madichetty Sreenivasulu and
                  M. Sridevi},
  title        = {Comparative study of statistical features to detect the target event
                  during disaster},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {121--130},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020021},
  doi          = {10.26599/BDMA.2019.9020021},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/SreenivasuluS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/WangXR20,
  author       = {Zigeng Wang and
                  Xia Xiao and
                  Sanguthevar Rajasekaran},
  title        = {Novel and efficient randomized algorithms for feature selection},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {208--224},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020005},
  doi          = {10.26599/BDMA.2020.9020005},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/WangXR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/YangYL20,
  author       = {Shuhui Yang and
                  Zimu Yuan and
                  Wei Li},
  title        = {Error data analytics on {RSS} range-based localization},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {155--170},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020001},
  doi          = {10.26599/BDMA.2020.9020001},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/YangYL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/YangZWCZX20,
  author       = {Yang Yang and
                  Nengjun Zhu and
                  Yi{-}Feng Wu and
                  Jian Cao and
                  De{-}Chuan Zhan and
                  Hui Xiong},
  title        = {A semi-supervised attention model for identifying authentic sneakers},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {1},
  pages        = {29--40},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2019.9020017},
  doi          = {10.26599/BDMA.2019.9020017},
  timestamp    = {Wed, 13 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/YangZWCZX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/YuZLCYC20,
  author       = {Dongxiao Yu and
                  Lifang Zhang and
                  Qi Luo and
                  Xiuzhen Cheng and
                  Jiguo Yu and
                  Zhipeng Cai},
  title        = {Fast skyline community search in multi-valued networks},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {171--180},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020002},
  doi          = {10.26599/BDMA.2020.9020002},
  timestamp    = {Thu, 10 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/YuZLCYC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/ZhaiYWD20,
  author       = {Guanlin Zhai and
                  Yan Yang and
                  Heng Wang and
                  Shengdong Du},
  title        = {Multi-attention fusion modeling for sentiment analysis of educational
                  big data},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {311--319},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020024},
  doi          = {10.26599/BDMA.2020.9020024},
  timestamp    = {Tue, 25 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/ZhaiYWD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/ZhangLF020,
  author       = {Yuchen Zhang and
                  Xiujuan Lei and
                  Zengqiang Fang and
                  Yi Pan},
  title        = {CircRNA-disease associations prediction based on metapath2vec++ and
                  matrix factorization},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {4},
  pages        = {280--291},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020025},
  doi          = {10.26599/BDMA.2020.9020025},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/ZhangLF020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdatama/ZhongYA20,
  author       = {Wei Zhong and
                  Ning Yu and
                  Chunyu Ai},
  title        = {Applying big data based deep learning system to intrusion detection},
  journal      = {Big Data Min. Anal.},
  volume       = {3},
  number       = {3},
  pages        = {181--195},
  year         = {2020},
  url          = {https://doi.org/10.26599/BDMA.2020.9020003},
  doi          = {10.26599/BDMA.2020.9020003},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdatama/ZhongYA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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