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@article{DBLP:journals/ipm/SunNLCWH24,
  author       = {Xudong Sun and
                  Alladoumbaye Ngueilbaye and
                  Kaijing Luo and
                  Yongda Cai and
                  Dingming Wu and
                  Joshua Zhexue Huang},
  title        = {A scalable and flexible basket analysis system for big transaction
                  data in Spark},
  journal      = {Inf. Process. Manag.},
  volume       = {61},
  number       = {2},
  pages        = {103577},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.ipm.2023.103577},
  doi          = {10.1016/J.IPM.2023.103577},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ipm/SunNLCWH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/puc/KhanWNE23,
  author       = {Mehak Khan and
                  Hongzhi Wang and
                  Alladoumbaye Ngueilbaye and
                  Aya El{-}Fatyany},
  title        = {End-to-end multivariate time series classification via hybrid deep
                  learning architectures},
  journal      = {Pers. Ubiquitous Comput.},
  volume       = {27},
  number       = {2},
  pages        = {177--191},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00779-020-01447-7},
  doi          = {10.1007/S00779-020-01447-7},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/puc/KhanWNE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbd/MahmudHRNW23,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Rukhsana Ruby and
                  Alladoumbaye Ngueilbaye and
                  Kaishun Wu},
  title        = {Approximate Clustering Ensemble Method for Big Data},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {4},
  pages        = {1142--1155},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2023.3255003},
  doi          = {10.1109/TBDATA.2023.3255003},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/MahmudHRNW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tjs/NgueilbayeHKW23,
  author       = {Alladoumbaye Ngueilbaye and
                  Joshua Zhexue Huang and
                  Mehak Khan and
                  Hongzhi Wang},
  title        = {Data quality model for assessing public {COVID-19} big datasets},
  journal      = {J. Supercomput.},
  volume       = {79},
  number       = {17},
  pages        = {19574--19606},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11227-023-05410-0},
  doi          = {10.1007/S11227-023-05410-0},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tjs/NgueilbayeHKW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/asc/NgueilbayeWMJ21,
  author       = {Alladoumbaye Ngueilbaye and
                  Hongzhi Wang and
                  Daouda Ahmat Mahamat and
                  Sahalu B. Junaidu},
  title        = {Modulo 9 model-based learning for missing data imputation},
  journal      = {Appl. Soft Comput.},
  volume       = {103},
  pages        = {107167},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.asoc.2021.107167},
  doi          = {10.1016/J.ASOC.2021.107167},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/NgueilbayeWMJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ida/NgueilbayeWMEJ21,
  author       = {Alladoumbaye Ngueilbaye and
                  Hongzhi Wang and
                  Daouda Ahmat Mahamat and
                  Ibrahim A. Elgendy and
                  Sahalu B. Junaidu},
  title        = {Methods for detecting and correcting contextual data quality problems},
  journal      = {Intell. Data Anal.},
  volume       = {25},
  number       = {4},
  pages        = {763--787},
  year         = {2021},
  url          = {https://doi.org/10.3233/IDA-205282},
  doi          = {10.3233/IDA-205282},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/NgueilbayeWMEJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/npl/KhanWN21,
  author       = {Mehak Khan and
                  Hongzhi Wang and
                  Alladoumbaye Ngueilbaye},
  title        = {Attention-Based Deep Gated Fully Convolutional End-to-End Architectures
                  for Time Series Classification},
  journal      = {Neural Process. Lett.},
  volume       = {53},
  number       = {3},
  pages        = {1995--2028},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11063-021-10484-z},
  doi          = {10.1007/S11063-021-10484-Z},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npl/KhanWN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tjs/NgueilbayeWME21,
  author       = {Alladoumbaye Ngueilbaye and
                  Hongzhi Wang and
                  Daouda Ahmat Mahamat and
                  Ibrahim A. Elgendy},
  title        = {{SDLER:} stacked dedupe learning for entity resolution in big data
                  era},
  journal      = {J. Supercomput.},
  volume       = {77},
  number       = {10},
  pages        = {10959--10983},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11227-021-03710-x},
  doi          = {10.1007/S11227-021-03710-X},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tjs/NgueilbayeWME21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}