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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} }
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