BibTeX records: Joshua Zhexue Huang

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@article{DBLP:journals/fcsc/HeCSFH24,
  author       = {Yulin He and
                  Jiaqi Chen and
                  Jiaxing Shen and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  title        = {Density estimation-based method to determine sample size for random
                  sample partition of big data},
  journal      = {Frontiers Comput. Sci.},
  volume       = {18},
  number       = {5},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11704-023-2356-x},
  doi          = {10.1007/S11704-023-2356-X},
  timestamp    = {Sun, 07 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fcsc/HeCSFH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MahmudHG24,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Salvador Garc{\'{\i}}a},
  title        = {Clustering approximation via a fusion of multiple random samples},
  journal      = {Inf. Fusion},
  volume       = {101},
  pages        = {101986},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.inffus.2023.101986},
  doi          = {10.1016/J.INFFUS.2023.101986},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/inffus/MahmudHG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@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    = {Fri, 26 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ipm/SunNLCWH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/HeYH23,
  author       = {Yu{-}Lin He and
                  Zhen{-}Hao Yuan and
                  Joshua Zhexue Huang},
  title        = {Random vector functional link network with subspace-based local connections},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {2},
  pages        = {1567--1585},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10489-022-03404-8},
  doi          = {10.1007/S10489-022-03404-8},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/apin/HeYH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdatama/SunHWH23,
  author       = {Xudong Sun and
                  Yulin He and
                  Dingming Wu and
                  Joshua Zhexue Huang},
  title        = {Survey of Distributed Computing Frameworks for Supporting Big Data
                  Analysis},
  journal      = {Big Data Min. Anal.},
  volume       = {6},
  number       = {2},
  pages        = {154--169},
  year         = {2023},
  url          = {https://doi.org/10.26599/bdma.2022.9020014},
  doi          = {10.26599/BDMA.2022.9020014},
  timestamp    = {Wed, 24 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdatama/SunHWH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/HeLFHLS23,
  author       = {Yulin He and
                  Xu Li and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang and
                  Mianjie Li and
                  Salman Salloum},
  title        = {Observation points classifier ensemble for high-dimensional imbalanced
                  classification},
  journal      = {{CAAI} Trans. Intell. Technol.},
  volume       = {8},
  number       = {2},
  pages        = {500--517},
  year         = {2023},
  url          = {https://doi.org/10.1049/cit2.12100},
  doi          = {10.1049/CIT2.12100},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/caaitrit/HeLFHLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caaitrit/HeLZFHS23,
  author       = {Yulin He and
                  Xu Li and
                  Manjing Zhang and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang and
                  Salman Salloum},
  title        = {A novel observation points-based positive-unlabeled learning algorithm},
  journal      = {{CAAI} Trans. Intell. Technol.},
  volume       = {8},
  number       = {4},
  pages        = {1425--1443},
  year         = {2023},
  url          = {https://doi.org/10.1049/cit2.12152},
  doi          = {10.1049/CIT2.12152},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/caaitrit/HeLZFHS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/SadatdiynovCZHSM23,
  author       = {Kuanishbay Sadatdiynov and
                  Laizhong Cui and
                  Lei Zhang and
                  Joshua Zhexue Huang and
                  Salman Salloum and
                  Mohammad Sultan Mahmud},
  title        = {A review of optimization methods for computation offloading in edge
                  computing networks},
  journal      = {Digit. Commun. Networks},
  volume       = {9},
  number       = {2},
  pages        = {450--461},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.dcan.2022.03.003},
  doi          = {10.1016/J.DCAN.2022.03.003},
  timestamp    = {Wed, 15 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dcan/SadatdiynovCZHSM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/MahmudHRW23,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Rukhsana Ruby and
                  Kaishun Wu},
  title        = {An ensemble method for estimating the number of clusters in a big
                  data set using multiple random samples},
  journal      = {J. Big Data},
  volume       = {10},
  number       = {1},
  pages        = {40},
  year         = {2023},
  url          = {https://doi.org/10.1186/s40537-023-00709-4},
  doi          = {10.1186/S40537-023-00709-4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/MahmudHRW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/SadatdiynovCZHXL23,
  author       = {Kuanishbay Sadatdiynov and
                  Laizhong Cui and
                  Lei Zhang and
                  Joshua Zhexue Huang and
                  Neal N. Xiong and
                  Chengwen Luo},
  title        = {An intelligent hybrid method: Multi-objective optimization for MEC-enabled
                  devices of IoE},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {171},
  pages        = {1--13},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.jpdc.2022.09.008},
  doi          = {10.1016/J.JPDC.2022.09.008},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/SadatdiynovCZHXL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YeHZFH23,
  author       = {Xuan Ye and
                  Yulin He and
                  Manjing Zhang and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  title        = {A novel correlation Gaussian process regression-based extreme learning
                  machine},
  journal      = {Knowl. Inf. Syst.},
  volume       = {65},
  number       = {5},
  pages        = {2017--2042},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10115-022-01803-4},
  doi          = {10.1007/S10115-022-01803-4},
  timestamp    = {Fri, 21 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/YeHZFH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppna/SadatdiynovCH23,
  author       = {Kuanishbay Sadatdiynov and
                  Laizhong Cui and
                  Joshua Zhexue Huang},
  title        = {Offloading dependent tasks in MEC-enabled IoT systems: {A} preference-based
                  hybrid optimization method},
  journal      = {Peer Peer Netw. Appl.},
  volume       = {16},
  number       = {2},
  pages        = {657--674},
  year         = {2023},
  url          = {https://doi.org/10.1007/s12083-022-01435-z},
  doi          = {10.1007/S12083-022-01435-Z},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ppna/SadatdiynovCH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/HeYHFH23,
  author       = {Yulin He and
                  Xuan Ye and
                  De{-}Fa Huang and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  title        = {A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute
                  Datasets},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {4},
  number       = {1},
  pages        = {182--196},
  year         = {2023},
  url          = {https://doi.org/10.1109/TAI.2022.3151724},
  doi          = {10.1109/TAI.2022.3151724},
  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tai/HeYHFH23.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/tnse/HeYCFLHS23,
  author       = {Yulin He and
                  Xuan Ye and
                  Laizhong Cui and
                  Philippe Fournier{-}Viger and
                  Chengwen Luo and
                  Joshua Zhexue Huang and
                  Ponnuthurai Nagaratnam Suganthan},
  title        = {Wireless Network Slice Assignment With Incremental Random Vector Functional
                  Link Network},
  journal      = {{IEEE} Trans. Netw. Sci. Eng.},
  volume       = {10},
  number       = {3},
  pages        = {1283--1296},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNSE.2022.3178740},
  doi          = {10.1109/TNSE.2022.3178740},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnse/HeYCFLHS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiCLHHP23,
  author       = {Mark Junjie Li and
                  Wenzhu Cai and
                  Yigang Lin and
                  Sunjie Huang and
                  Joshua Zhexue Huang and
                  Patrick Xiaogang Peng},
  editor       = {Jingrui He and
                  Themis Palpanas and
                  Xiaohua Hu and
                  Alfredo Cuzzocrea and
                  Dejing Dou and
                  Dominik Slezak and
                  Wei Wang and
                  Aleksandra Gruca and
                  Jerry Chun{-}Wei Lin and
                  Rakesh Agrawal},
  title        = {RSP-gcForest: {A} Distributed Deep Forest via Random Sample Partition},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
                  Italy, December 15-18, 2023},
  pages        = {710--717},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386844},
  doi          = {10.1109/BIGDATA59044.2023.10386844},
  timestamp    = {Fri, 02 Feb 2024 12:00:39 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/LiCLHHP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CuiAM0H23,
  author       = {Laizhong Cui and
                  Sudipta Acharya and
                  Sumit Mishra and
                  Yi Pan and
                  Joshua Zhexue Huang},
  title        = {MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection
                  (Extended abstract)},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {3875--3876},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00364},
  doi          = {10.1109/ICDE55515.2023.00364},
  timestamp    = {Thu, 27 Jul 2023 14:59:05 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/CuiAM0H23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/YuZXHLO22,
  author       = {Simin Yu and
                  Kuntian Zhang and
                  Chuan Xiao and
                  Joshua Zhexue Huang and
                  Mark Junjie Li and
                  Makoto Onizuka},
  title        = {{HSGAN:} Reducing mode collapse in GANs by the latent code distance
                  of homogeneous samples},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {214},
  pages        = {103314},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cviu.2021.103314},
  doi          = {10.1016/J.CVIU.2021.103314},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/YuZXHLO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HeOFHS22,
  author       = {Yu{-}Lin He and
                  Guiliang Ou and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang and
                  Ponnuthurai Nagaratnam Suganthan},
  title        = {A novel dependency-oriented mixed-attribute data classification method},
  journal      = {Expert Syst. Appl.},
  volume       = {199},
  pages        = {116782},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.116782},
  doi          = {10.1016/J.ESWA.2022.116782},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/HeOFHS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CaiHY22,
  author       = {Yongda Cai and
                  Joshua Zhexue Huang and
                  Jianfei Yin},
  title        = {A new method to build the adaptive k-nearest neighbors similarity
                  graph matrix for spectral clustering},
  journal      = {Neurocomputing},
  volume       = {493},
  pages        = {191--203},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neucom.2022.04.030},
  doi          = {10.1016/J.NEUCOM.2022.04.030},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/CaiHY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/HeWH22,
  author       = {Yulin He and
                  Xizhao Wang and
                  Joshua Zhexue Huang},
  title        = {Recent advances in multiple criteria decision making techniques},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {13},
  number       = {2},
  pages        = {561--564},
  year         = {2022},
  url          = {https://doi.org/10.1007/s13042-015-0490-y},
  doi          = {10.1007/S13042-015-0490-Y},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mlc/HeWH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/HeWH22a,
  author       = {Yulin He and
                  Xizhao Wang and
                  Joshua Zhexue Huang},
  title        = {Correction to: Recent advances in multiple criteria decision making
                  techniques},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {13},
  number       = {2},
  pages        = {565},
  year         = {2022},
  url          = {https://doi.org/10.1007/s13042-021-01469-4},
  doi          = {10.1007/S13042-021-01469-4},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mlc/HeWH22a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HeXH22,
  author       = {Yu{-}Lin He and
                  Shengsheng Xu and
                  Joshua Zhexue Huang},
  title        = {Creating synthetic minority class samples based on autoencoder extreme
                  learning machine},
  journal      = {Pattern Recognit.},
  volume       = {121},
  pages        = {108191},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2021.108191},
  doi          = {10.1016/J.PATCOG.2021.108191},
  timestamp    = {Thu, 30 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/HeXH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangCNH22,
  author       = {Chen Wang and
                  Xiaojun Chen and
                  Feiping Nie and
                  Joshua Zhexue Huang},
  title        = {Directly solving normalized cut for multi-view data},
  journal      = {Pattern Recognit.},
  volume       = {130},
  pages        = {108809},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2022.108809},
  doi          = {10.1016/J.PATCOG.2022.108809},
  timestamp    = {Wed, 29 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/WangCNH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HeYHF22,
  author       = {Yulin He and
                  Xuan Ye and
                  Joshua Zhexue Huang and
                  Philippe Fournier{-}Viger},
  title        = {Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional
                  Classification and Regression},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {13},
  number       = {2},
  pages        = {30:1--30:26},
  year         = {2022},
  url          = {https://doi.org/10.1145/3495164},
  doi          = {10.1145/3495164},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/HeYHF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinWGBJLH22,
  author       = {Jianfei Yin and
                  Ruili Wang and
                  Yeqing Guo and
                  Yizhe Bai and
                  Shunda Ju and
                  Weili Liu and
                  Joshua Zhexue Huang},
  title        = {Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth
                  Flow Matrices},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {16},
  number       = {2},
  pages        = {30:1--30:27},
  year         = {2022},
  url          = {https://doi.org/10.1145/3464308},
  doi          = {10.1145/3464308},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkdd/YinWGBJLH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CuiAMPH22,
  author       = {Laizhong Cui and
                  Sudipta Acharya and
                  Sumit Mishra and
                  Yi Pan and
                  Joshua Zhexue Huang},
  title        = {MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {9},
  pages        = {4371--4384},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.3035695},
  doi          = {10.1109/TKDE.2020.3035695},
  timestamp    = {Thu, 25 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/CuiAMPH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HeHXH22,
  author       = {Yulin He and
                  Qihang Huang and
                  Shengsheng Xu and
                  Joshua Zhexue Huang},
  editor       = {Rage Uday Kiran and
                  Vikram Goyal and
                  P. Krishna Reddy},
  title        = {A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer
                  Extreme Learning Machine},
  booktitle    = {Database Systems for Advanced Applications. {DASFAA} 2022 International
                  Workshops - BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event,
                  April 11-14, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13248},
  pages        = {21--33},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11217-1\_2},
  doi          = {10.1007/978-3-031-11217-1\_2},
  timestamp    = {Wed, 27 Jul 2022 22:15:46 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/HeHXH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/HuangLYSCH22,
  author       = {Yaodong Huang and
                  Zelin Lin and
                  Tingting Yao and
                  Xiaojun Shang and
                  Laizhong Cui and
                  Joshua Zhexue Huang},
  title        = {Mobility-aware Seamless Virtual Function Migration in Deviceless Edge
                  Computing Environments},
  booktitle    = {42nd {IEEE} International Conference on Distributed Computing Systems,
                  {ICDCS} 2022, Bologna, Italy, July 10-13, 2022},
  pages        = {447--457},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDCS54860.2022.00050},
  doi          = {10.1109/ICDCS54860.2022.00050},
  timestamp    = {Thu, 20 Oct 2022 09:13:03 +0200},
  biburl       = {https://dblp.org/rec/conf/icdcs/HuangLYSCH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangLCZPFH22,
  author       = {Qin Zhang and
                  Qincai Li and
                  Xiaojun Chen and
                  Peng Zhang and
                  Shirui Pan and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  editor       = {Xingquan Zhu and
                  Sanjay Ranka and
                  My T. Thai and
                  Takashi Washio and
                  Xindong Wu},
  title        = {A Dynamic Variational Framework for Open-World Node Classification
                  in Structured Sequences},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
                  FL, USA, November 28 - Dec. 1, 2022},
  pages        = {703--712},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDM54844.2022.00081},
  doi          = {10.1109/ICDM54844.2022.00081},
  timestamp    = {Sun, 27 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhangLCZPFH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icppw/DuHFH22,
  author       = {Xueqin Du and
                  Yulin He and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  title        = {DenMG: Density-Based Member Generation for Ensemble Clustering},
  booktitle    = {Workshop Proceedings of the 51st International Conference on Parallel
                  Processing, {ICPP} Workshops 2022, Bordeaux, France, 29 August 2022
                  - 1 September 2022},
  pages        = {24:1--24:7},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3547276.3548520},
  doi          = {10.1145/3547276.3548520},
  timestamp    = {Mon, 16 Jan 2023 12:03:13 +0100},
  biburl       = {https://dblp.org/rec/conf/icppw/DuHFH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OuHFH22,
  author       = {Guiliang Ou and
                  Yulin He and
                  Philippe Fournier{-}Viger and
                  Joshua Zhexue Huang},
  title        = {Auto-Encoding Independent Attribute Transformation for Naive Bayesian
                  Classifier},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
                  Italy, July 18-23, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IJCNN55064.2022.9892558},
  doi          = {10.1109/IJCNN55064.2022.9892558},
  timestamp    = {Mon, 10 Oct 2022 17:40:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/OuHFH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2022,
  editor       = {Joshua Zhexue Huang and
                  Yi Pan and
                  Barbara Hammer and
                  Muhammad Khurram Khan and
                  Xing Xie and
                  Laizhong Cui and
                  Yulin He},
  title        = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
                  {DSAA} 2022, Shenzhen, China, October 13-16, 2022},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DSAA54385.2022},
  doi          = {10.1109/DSAA54385.2022},
  isbn         = {978-1-6654-7330-9},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsaa/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cai/MahmudHFRW21,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Xianghua Fu and
                  Rukhsana Ruby and
                  Kaishun Wu},
  title        = {Unsupervised Adaptation for High-Dimensional with Limited-Sample Data
                  Classification Using Variational Autoencoder},
  journal      = {Comput. Informatics},
  volume       = {40},
  number       = {1},
  pages        = {1--28},
  year         = {2021},
  url          = {https://doi.org/10.31577/cai\_2021\_1\_1},
  doi          = {10.31577/CAI\_2021\_1\_1},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cai/MahmudHFRW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/ValiullinHWY0E21,
  author       = {Timur Valiullin and
                  Zhexue Huang and
                  Chenghao Wei and
                  Jianfei Yin and
                  Dingming Wu and
                  Iuliia Egorova},
  title        = {A new approximate method for mining frequent itemsets from big data},
  journal      = {Comput. Sci. Inf. Syst.},
  volume       = {18},
  number       = {3},
  pages        = {641--656},
  year         = {2021},
  url          = {https://doi.org/10.2298/csis200124015v},
  doi          = {10.2298/CSIS200124015V},
  timestamp    = {Thu, 22 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/comsis/ValiullinHWY0E21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HeWQHJ21,
  author       = {Yulin He and
                  Yingyan Wu and
                  Honglian Qin and
                  Joshua Zhexue Huang and
                  Yi Jin},
  title        = {Improved I-nice clustering algorithm based on density peaks mechanism},
  journal      = {Inf. Sci.},
  volume       = {548},
  pages        = {177--190},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.ins.2020.09.068},
  doi          = {10.1016/J.INS.2020.09.068},
  timestamp    = {Thu, 03 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/HeWQHJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhongCNH21,
  author       = {Weichan Zhong and
                  Xiaojun Chen and
                  Feiping Nie and
                  Joshua Zhexue Huang},
  title        = {Adaptive discriminant analysis for semi-supervised feature selection},
  journal      = {Inf. Sci.},
  volume       = {566},
  pages        = {178--194},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.ins.2021.02.035},
  doi          = {10.1016/J.INS.2021.02.035},
  timestamp    = {Mon, 14 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ZhongCNH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HeYHHZ21,
  author       = {Yu{-}Lin He and
                  Xuan Ye and
                  De{-}Fa Huang and
                  Joshua Zhexue Huang and
                  Jun{-}Hai Zhai},
  title        = {Novel kernel density estimator based on ensemble unbiased cross-validation},
  journal      = {Inf. Sci.},
  volume       = {581},
  pages        = {327--344},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.ins.2021.09.045},
  doi          = {10.1016/J.INS.2021.09.045},
  timestamp    = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/HeYHHZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/TrinhWWH21,
  author       = {Thanh Trinh and
                  Dingming Wu and
                  Ruili Wang and
                  Joshua Zhexue Huang},
  title        = {An effective content-based event recommendation model},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {11},
  pages        = {16599--16618},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11042-020-08884-9},
  doi          = {10.1007/S11042-020-08884-9},
  timestamp    = {Fri, 04 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/TrinhWWH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Zhong0W0H21,
  author       = {Weichan Zhong and
                  Xiaojun Chen and
                  Qingyao Wu and
                  Min Yang and
                  Joshua Zhexue Huang},
  title        = {Selection of diverse features with a diverse regularization},
  journal      = {Pattern Recognit.},
  volume       = {120},
  pages        = {108154},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.patcog.2021.108154},
  doi          = {10.1016/J.PATCOG.2021.108154},
  timestamp    = {Sat, 04 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/Zhong0W0H21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DuHH21,
  author       = {Xueqin Du and
                  Yulin He and
                  Joshua Zhexue Huang},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Random Sample Partition-Based Clustering Ensemble Algorithm for Big
                  Data},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {5885--5887},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671297},
  doi          = {10.1109/BIGDATA52589.2021.9671297},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/DuHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YuHH21,
  author       = {Jiayin Yu and
                  Yulin He and
                  Joshua Zhexue Huang},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {A Two-Stage Missing Value Imputation Method Based on Autoencoder Neural
                  Network},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {6064--6066},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671338},
  doi          = {10.1109/BIGDATA52589.2021.9671338},
  timestamp    = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/YuHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/SalloumH21,
  author       = {Salman Salloum and
                  Joshua Zhexue Huang},
  title        = {RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop
                  Clusters},
  booktitle    = {28th {IEEE} International Conference on High Performance Computing,
                  Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
                  2021},
  pages        = {412--417},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/HiPC53243.2021.00058},
  doi          = {10.1109/HIPC53243.2021.00058},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hipc/SalloumH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OuHH21,
  author       = {Guiliang Ou and
                  Yulin He and
                  Joshua Zhexue Huang},
  title        = {A Compressed Hidden Naive Bayesian Classifier},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
                  China, July 18-22, 2021},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9534201},
  doi          = {10.1109/IJCNN52387.2021.9534201},
  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/OuHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuZXBHL21,
  author       = {Simin Yu and
                  Kuntian Zhang and
                  Chuan Xiao and
                  Xianyu Bao and
                  Joshua Zhexue Huang and
                  Mark Junjie Li},
  title        = {{BTGAN:} Training {GAN} with Balanced Triplet Loss and Two-Branch
                  Architecture},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
                  China, July 18-22, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533969},
  doi          = {10.1109/IJCNN52387.2021.9533969},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/YuZXBHL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/EmaraH20,
  author       = {Tamer Z. Emara and
                  Joshua Zhexue Huang},
  title        = {Distributed Data Strategies to Support Large-Scale Data Analysis Across
                  Geo-Distributed Data Centers},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {178526--178538},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3027675},
  doi          = {10.1109/ACCESS.2020.3027675},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/EmaraH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/AzharHMLC20,
  author       = {Muhammad Azhar and
                  Joshua Zhexue Huang and
                  Md Abdul Masud and
                  Mark Junjie Li and
                  Laizhong Cui},
  title        = {A hierarchical Gamma Mixture Model-based method for estimating the
                  number of clusters in complex data},
  journal      = {Appl. Soft Comput.},
  volume       = {87},
  pages        = {105891},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.asoc.2019.105891},
  doi          = {10.1016/J.ASOC.2019.105891},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/AzharHMLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@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/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/candie/HeQHJ20,
  author       = {Yu{-}Lin He and
                  Honglian Qin and
                  Joshua Zhexue Huang and
                  Yi Jin},
  title        = {Novel electricity pattern identification system based on improved
                  I-nice algorithm},
  journal      = {Comput. Ind. Eng.},
  volume       = {150},
  pages        = {106908},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.cie.2020.106908},
  doi          = {10.1016/J.CIE.2020.106908},
  timestamp    = {Thu, 14 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/candie/HeQHJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/ZhangHJQAH20,
  author       = {Xiaoliang Zhang and
                  Yulin He and
                  Yi Jin and
                  Honglian Qin and
                  Muhammad Azhar and
                  Joshua Zhexue Huang},
  title        = {A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism},
  journal      = {Complex.},
  volume       = {2020},
  pages        = {3650926:1--3650926:11},
  year         = {2020},
  url          = {https://doi.org/10.1155/2020/3650926},
  doi          = {10.1155/2020/3650926},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/complexity/ZhangHJQAH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/TrinhWHA20,
  author       = {Thanh Trinh and
                  Dingming Wu and
                  Joshua Zhexue Huang and
                  Muhammad Azhar},
  title        = {Activeness and Loyalty Analysis in Event-Based Social Networks},
  journal      = {Entropy},
  volume       = {22},
  number       = {1},
  pages        = {119},
  year         = {2020},
  url          = {https://doi.org/10.3390/e22010119},
  doi          = {10.3390/E22010119},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/TrinhWHA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangHHM20,
  author       = {Wenting Wang and
                  Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Liheng Ma},
  title        = {A new approach to solve opinion dynamics on complex networks},
  journal      = {Expert Syst. Appl.},
  volume       = {145},
  pages        = {113132},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.eswa.2019.113132},
  doi          = {10.1016/J.ESWA.2019.113132},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/WangHHM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/YinWJBH20,
  author       = {Jianfei Yin and
                  Ruili Wang and
                  Shunda Ju and
                  Yizhe Bai and
                  Joshua Zhexue Huang},
  title        = {An Asymptotic Statistical Learning Algorithm for Prediction of Key
                  Trading Events},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {35},
  number       = {2},
  pages        = {25--35},
  year         = {2020},
  url          = {https://doi.org/10.1109/MIS.2020.2977590},
  doi          = {10.1109/MIS.2020.2977590},
  timestamp    = {Tue, 09 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/expert/YinWJBH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/MahmudHF20,
  author       = {Mohammad Sultan Mahmud and
                  Joshua Zhexue Huang and
                  Xianghua Fu},
  title        = {Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional
                  Small-Sample Data Classification},
  journal      = {Int. J. Comput. Intell. Appl.},
  volume       = {19},
  number       = {1},
  pages        = {2050002},
  year         = {2020},
  url          = {https://doi.org/10.1142/s1469026820500029},
  doi          = {10.1142/S1469026820500029},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcia/MahmudHF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ChenHNHS20,
  author       = {Xiaojun Chen and
                  Weijun Hong and
                  Feiping Nie and
                  Joshua Zhexue Huang and
                  Li Shen},
  title        = {Enhanced Balanced Min Cut},
  journal      = {Int. J. Comput. Vis.},
  volume       = {128},
  number       = {7},
  pages        = {1982--1995},
  year         = {2020},
  url          = {https://doi.org/10.1007/s11263-020-01320-3},
  doi          = {10.1007/S11263-020-01320-3},
  timestamp    = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/ChenHNHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KhanLHS20,
  author       = {Imran Khan and
                  Zongwei Luo and
                  Joshua Zhexue Huang and
                  Waseem Shahzad},
  title        = {Variable Weighting in Fuzzy k-Means Clustering to Determine the Number
                  of Clusters},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {32},
  number       = {9},
  pages        = {1838--1853},
  year         = {2020},
  url          = {https://doi.org/10.1109/TKDE.2019.2911582},
  doi          = {10.1109/TKDE.2019.2911582},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/KhanLHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenCWFNH20,
  author       = {Xiaojun Chen and
                  Renjie Chen and
                  Qingyao Wu and
                  Yixiang Fang and
                  Feiping Nie and
                  Joshua Zhexue Huang},
  title        = {{LABIN:} Balanced Min Cut for Large-Scale Data},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {3},
  pages        = {725--736},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2019.2909425},
  doi          = {10.1109/TNNLS.2019.2909425},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ChenCWFNH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscloud/WuHH20,
  author       = {Yingyan Wu and
                  Yulin He and
                  Joshua Zhexue Huang},
  title        = {Clustering Ensembles Based on Probability Density Function Estimation},
  booktitle    = {7th {IEEE} International Conference on Cyber Security and Cloud Computing,
                  CSCloud 2020 / 6th {IEEE} International Conference on Edge Computing
                  and Scalable Cloud, EdgeCom 2020, New York City, NY, USA, August 1-3,
                  2020},
  pages        = {126--131},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/CSCloud-EdgeCom49738.2020.00029},
  doi          = {10.1109/CSCLOUD-EDGECOM49738.2020.00029},
  timestamp    = {Wed, 26 Aug 2020 17:23:33 +0200},
  biburl       = {https://dblp.org/rec/conf/cscloud/WuHH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscloud/XuHH20,
  author       = {Shengsheng Xu and
                  Yulin He and
                  Joshua Zhexue Huang},
  title        = {Observation Points-Based Particle Swarm Optimization Algorithm},
  booktitle    = {7th {IEEE} International Conference on Cyber Security and Cloud Computing,
                  CSCloud 2020 / 6th {IEEE} International Conference on Edge Computing
                  and Scalable Cloud, EdgeCom 2020, New York City, NY, USA, August 1-3,
                  2020},
  pages        = {139--144},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/CSCloud-EdgeCom49738.2020.00031},
  doi          = {10.1109/CSCLOUD-EDGECOM49738.2020.00031},
  timestamp    = {Wed, 26 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cscloud/XuHH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/YeHH20,
  author       = {Xuan Ye and
                  Yulin He and
                  Joshua Zhexue Huang},
  editor       = {Meikang Qiu},
  title        = {Attribute Bagging-Based Extreme Learning Machine},
  booktitle    = {Algorithms and Architectures for Parallel Processing - 20th International
                  Conference, {ICA3PP} 2020, New York City, NY, USA, October 2-4, 2020,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12453},
  pages        = {509--522},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-60239-0\_34},
  doi          = {10.1007/978-3-030-60239-0\_34},
  timestamp    = {Thu, 01 Oct 2020 14:13:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ica3pp/YeHH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/BaiYJCH20,
  author       = {Yizhe Bai and
                  Jianfei Yin and
                  Shunda Ju and
                  Zhao Chen and
                  Joshua Zhexue Huang},
  editor       = {Gang Li and
                  Heng Tao Shen and
                  Ye Yuan and
                  Xiaoyang Wang and
                  Huawen Liu and
                  Xiang Zhao},
  title        = {Long and Short Term Risk Control for Online Portfolio Selection},
  booktitle    = {Knowledge Science, Engineering and Management - 13th International
                  Conference, {KSEM} 2020, Hangzhou, China, August 28-30, 2020, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12275},
  pages        = {472--480},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-55393-7\_42},
  doi          = {10.1007/978-3-030-55393-7\_42},
  timestamp    = {Wed, 26 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ksem/BaiYJCH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SalloumHHC19,
  author       = {Salman Salloum and
                  Joshua Zhexue Huang and
                  Yulin He and
                  Xiaojun Chen},
  title        = {An Asymptotic Ensemble Learning Framework for Big Data Analysis},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {3675--3693},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2018.2889355},
  doi          = {10.1109/ACCESS.2018.2889355},
  timestamp    = {Fri, 18 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/SalloumHHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TrinhWH19,
  author       = {Thanh Trinh and
                  Dingming Wu and
                  Joshua Zhexue Huang},
  title        = {{C3C:} {A} New Static Content-Based Three-Level Web Cache},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {11796--11808},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2892761},
  doi          = {10.1109/ACCESS.2019.2892761},
  timestamp    = {Thu, 14 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/TrinhWH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/MasudHZF19,
  author       = {Md Abdul Masud and
                  Joshua Zhexue Huang and
                  Ming Zhong and
                  Xianghua Fu},
  title        = {Generate pairwise constraints from unlabeled data for semi-supervised
                  clustering},
  journal      = {Data Knowl. Eng.},
  volume       = {123},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.datak.2019.101715},
  doi          = {10.1016/J.DATAK.2019.101715},
  timestamp    = {Mon, 09 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dke/MasudHZF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/AzharLH19,
  author       = {Muhammad Azhar and
                  Mark Junjie Li and
                  Joshua Zhexue Huang},
  title        = {A Hierarchical Gamma Mixture Model-Based Method for Classification
                  of High-Dimensional Data},
  journal      = {Entropy},
  volume       = {21},
  number       = {9},
  pages        = {906},
  year         = {2019},
  url          = {https://doi.org/10.3390/e21090906},
  doi          = {10.3390/E21090906},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/AzharLH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/El-BannaEZHW19,
  author       = {Ahmad A. Aziz El{-}Banna and
                  Basem M. ElHalawany and
                  Ahmed Bayoumy Zaki and
                  Joshua Zhexue Huang and
                  Kaishun Wu},
  title        = {Machine Learning-Based Multi-Layer Multi-Hop Transmission Scheme for
                  Dense Networks},
  journal      = {{IEEE} Commun. Lett.},
  volume       = {23},
  number       = {12},
  pages        = {2238--2242},
  year         = {2019},
  url          = {https://doi.org/10.1109/LCOMM.2019.2941932},
  doi          = {10.1109/LCOMM.2019.2941932},
  timestamp    = {Thu, 31 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/icl/El-BannaEZHW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/WangHMH19,
  author       = {Wenting Wang and
                  Yulin He and
                  Liheng Ma and
                  Joshua Zhexue Huang},
  title        = {Latent Feature Group Learning for High-Dimensional Data Clustering},
  journal      = {Inf.},
  volume       = {10},
  number       = {6},
  pages        = {208},
  year         = {2019},
  url          = {https://doi.org/10.3390/info10060208},
  doi          = {10.3390/INFO10060208},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/information/WangHMH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/CuiXYHLWML19,
  author       = {Laizhong Cui and
                  Chong Xu and
                  Shu Yang and
                  Joshua Zhexue Huang and
                  Jianqiang Li and
                  Xizhao Wang and
                  Zhong Ming and
                  Nan Lu},
  title        = {Joint Optimization of Energy Consumption and Latency in Mobile Edge
                  Computing for Internet of Things},
  journal      = {{IEEE} Internet Things J.},
  volume       = {6},
  number       = {3},
  pages        = {4791--4803},
  year         = {2019},
  url          = {https://doi.org/10.1109/JIOT.2018.2869226},
  doi          = {10.1109/JIOT.2018.2869226},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iotj/CuiXYHLWML19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/JiangHDH19,
  author       = {Jie Jiang and
                  Yu{-}Lin He and
                  De{-}Xin Dai and
                  Joshua Zhexue Huang},
  title        = {A new kernel density estimator based on the minimum entropy of data
                  set},
  journal      = {Inf. Sci.},
  volume       = {491},
  pages        = {223--231},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.ins.2019.04.010},
  doi          = {10.1016/J.INS.2019.04.010},
  timestamp    = {Fri, 31 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/JiangHDH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/SalloumHH19,
  author       = {Salman Salloum and
                  Joshua Zhexue Huang and
                  Yulin He},
  title        = {Exploring and cleaning big data with random sample data blocks},
  journal      = {J. Big Data},
  volume       = {6},
  pages        = {45},
  year         = {2019},
  url          = {https://doi.org/10.1186/s40537-019-0205-4},
  doi          = {10.1186/S40537-019-0205-4},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/SalloumHH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/EmaraH19,
  author       = {Tamer Z. Emara and
                  Joshua Zhexue Huang},
  title        = {A distributed data management system to support large-scale data analysis},
  journal      = {J. Syst. Softw.},
  volume       = {148},
  pages        = {105--115},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.jss.2018.11.007},
  doi          = {10.1016/J.JSS.2018.11.007},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jss/EmaraH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FuWXWLLH19,
  author       = {Xianghua Fu and
                  Yanzhi Wei and
                  Fan Xu and
                  Ting Wang and
                  Yu Lu and
                  Jianqiang Li and
                  Joshua Zhexue Huang},
  title        = {Semi-supervised Aspect-level Sentiment Classification Model based
                  on Variational Autoencoder},
  journal      = {Knowl. Based Syst.},
  volume       = {171},
  pages        = {81--92},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.knosys.2019.02.008},
  doi          = {10.1016/J.KNOSYS.2019.02.008},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/FuWXWLLH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scp/EmaraH19,
  author       = {Tamer Z. Emara and
                  Joshua Zhexue Huang},
  title        = {RRPlib: {A} spark library for representing {HDFS} blocks as a set
                  of random sample data blocks},
  journal      = {Sci. Comput. Program.},
  volume       = {184},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.scico.2019.102301},
  doi          = {10.1016/J.SCICO.2019.102301},
  timestamp    = {Tue, 26 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/scp/EmaraH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ChenHWY19,
  author       = {Xiaojun Chen and
                  Joshua Zhexue Huang and
                  Qingyao Wu and
                  Min Yang},
  title        = {Subspace Weighting Co-Clustering of Gene Expression Data},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {16},
  number       = {2},
  pages        = {352--364},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCBB.2017.2705686},
  doi          = {10.1109/TCBB.2017.2705686},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/ChenHWY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/SalloumHH19,
  author       = {Salman Salloum and
                  Joshua Zhexue Huang and
                  Yulin He},
  title        = {Random Sample Partition: {A} Distributed Data Model for Big Data Analysis},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {15},
  number       = {11},
  pages        = {5846--5854},
  year         = {2019},
  url          = {https://doi.org/10.1109/TII.2019.2912723},
  doi          = {10.1109/TII.2019.2912723},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/SalloumHH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SalloumWH19,
  author       = {Salman Salloum and
                  Yinxu Wu and
                  Joshua Zhexue Huang},
  editor       = {Wenwu Zhu and
                  Dacheng Tao and
                  Xueqi Cheng and
                  Peng Cui and
                  Elke A. Rundensteiner and
                  David Carmel and
                  Qi He and
                  Jeffrey Xu Yu},
  title        = {A Sampling-Based System for Approximate Big Data Analysis on Computing
                  Clusters},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {2481--2484},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3358124},
  doi          = {10.1145/3357384.3358124},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/SalloumWH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/0001LJH19,
  author       = {Dingming Wu and
                  Dexin Luo and
                  Christian S. Jensen and
                  Joshua Zhexue Huang},
  editor       = {Guoliang Li and
                  Jun Yang and
                  Jo{\~{a}}o Gama and
                  Juggapong Natwichai and
                  Yongxin Tong},
  title        = {Efficiently Mining Maximal Diverse Frequent Itemsets},
  booktitle    = {Database Systems for Advanced Applications - 24th International Conference,
                  {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11447},
  pages        = {191--207},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18579-4\_12},
  doi          = {10.1007/978-3-030-18579-4\_12},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/0001LJH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangHDWH19,
  author       = {Tinglin Huang and
                  Yulin He and
                  De{-}Xin Dai and
                  Wenting Wang and
                  Joshua Zhexue Huang},
  editor       = {Leong Hou U and
                  Hady W. Lauw},
  title        = {Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17,
                  2019, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11607},
  pages        = {153--163},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-26142-9\_14},
  doi          = {10.1007/978-3-030-26142-9\_14},
  timestamp    = {Thu, 12 Sep 2019 15:27:44 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HuangHDWH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rcdl/ValiullinHY019,
  author       = {Timur Valiullin and
                  Joshua Zhexue Huang and
                  Jianfei Yin and
                  Dingming Wu},
  editor       = {Alexander M. Elizarov and
                  Boris Novikov and
                  Sergey A. Stupnikov},
  title        = {A New Approach for Approximately Mining Frequent Itemsets},
  booktitle    = {Selected Papers of the {XXI} International Conference on Data Analytics
                  and Management in Data Intensive Domains {(DAMDID/RCDL} 2019), Kazan,
                  Russia, October 15-18, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2523},
  pages        = {46--58},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2523/paper07.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:54 +0100},
  biburl       = {https://dblp.org/rec/conf/rcdl/ValiullinHY019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/TrinhN0HE19,
  author       = {Thanh Trinh and
                  Ngoc{-}Tuan Nguyen and
                  Dingming Wu and
                  Joshua Zhexue Huang and
                  Tamer Z. Emara},
  title        = {A New Location-Based Topic Model for Event Attendees Recommendation},
  booktitle    = {2019 {IEEE-RIVF} International Conference on Computing and Communication
                  Technologies, {RIVF} 2019, Danang, Vietnam, March 20-22, 2019},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/RIVF.2019.8713716},
  doi          = {10.1109/RIVF.2019.8713716},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rivf/TrinhN0HE19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secon/El-BannaZEHW19,
  author       = {Ahmad A. Aziz El{-}Banna and
                  Ahmed Bayoumy Zaki and
                  Basem M. ElHalawany and
                  Joshua Zhexue Huang and
                  Kaishun Wu},
  title        = {Machine Learning Based Dynamic Cooperative Transmission Framework
                  for IoUT Networks},
  booktitle    = {16th Annual {IEEE} International Conference on Sensing, Communication,
                  and Networking, {SECON} 2019, Boston, MA, USA, June 10-13, 2019},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SAHCN.2019.8824858},
  doi          = {10.1109/SAHCN.2019.8824858},
  timestamp    = {Thu, 31 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/secon/El-BannaZEHW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/WangLHL19,
  author       = {Yaowei Wang and
                  Qing Li and
                  Zhexue Huang and
                  Mark Junjie Li},
  editor       = {Paolo Boldi and
                  Brooke Foucault Welles and
                  Katharina Kinder{-}Kurlanda and
                  Christo Wilson and
                  Isabella Peters and
                  Wagner Meira Jr.},
  title        = {{EAN:} Event Attention Network for Stock Price Trend Prediction based
                  on Sentimental Embedding},
  booktitle    = {Proceedings of the 11th {ACM} Conference on Web Science, WebSci 2019,
                  Boston, MA, USA, June 30 - July 03, 2019},
  pages        = {311--320},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3292522.3326014},
  doi          = {10.1145/3292522.3326014},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/websci/WangLHL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05510,
  author       = {Ahmed Bayoumy Zaki and
                  Joshua Zhexue Huang and
                  Kaishun Wu and
                  Basem M. ElHalawany},
  title        = {Generative Neural Network based Spectrum Sharing using Linear Sum
                  Assignment Problems},
  journal      = {CoRR},
  volume       = {abs/1910.05510},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.05510},
  eprinttype    = {arXiv},
  eprint       = {1910.05510},
  timestamp    = {Thu, 31 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-05510.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MasudHMF18,
  author       = {Md Abdul Masud and
                  Joshua Zhexue Huang and
                  Ming Zhong and
                  Xianghua Fu},
  title        = {Cluster Survival Model of Concept Drift in Load Profile Data},
  journal      = {{IEEE} Access},
  volume       = {6},
  pages        = {51269--51285},
  year         = {2018},
  url          = {https://doi.org/10.1109/ACCESS.2018.2869129},
  doi          = {10.1109/ACCESS.2018.2869129},
  timestamp    = {Thu, 10 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/MasudHMF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/WangNHN18,
  author       = {Qiang Wang and
                  Thanh{-}Tung Nguyen and
                  Joshua Zhexue Huang and
                  Thuy Thi Nguyen},
  title        = {An efficient random forests algorithm for high dimensional data classification},
  journal      = {Adv. Data Anal. Classif.},
  volume       = {12},
  number       = {4},
  pages        = {953--972},
  year         = {2018},
  url          = {https://doi.org/10.1007/s11634-018-0318-1},
  doi          = {10.1007/S11634-018-0318-1},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adac/WangNHN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HeZAH18,
  author       = {Yu{-}Lin He and
                  Xiaoliang Zhang and
                  Wei Ao and
                  Joshua Zhexue Huang},
  title        = {Determining the optimal temperature parameter for Softmax function
                  in reinforcement learning},
  journal      = {Appl. Soft Comput.},
  volume       = {70},
  pages        = {80--85},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.asoc.2018.05.012},
  doi          = {10.1016/J.ASOC.2018.05.012},
  timestamp    = {Wed, 10 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/HeZAH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HeWLAH18,
  author       = {Yu{-}Lin He and
                  Chenghao Wei and
                  Hao Long and
                  Rana Aamir Raza Ashfaq and
                  Joshua Zhexue Huang},
  title        = {Random weight network-based fuzzy nonlinear regression for trapezoidal
                  fuzzy number data},
  journal      = {Appl. Soft Comput.},
  volume       = {70},
  pages        = {959--979},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.asoc.2017.08.006},
  doi          = {10.1016/J.ASOC.2017.08.006},
  timestamp    = {Mon, 24 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/HeWLAH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/CuiZLWYMHL18,
  author       = {Laizhong Cui and
                  Kai Zhang and
                  Genghui Li and
                  Xizhao Wang and
                  Shu Yang and
                  Zhong Ming and
                  Joshua Zhexue Huang and
                  Nan Lu},
  title        = {A smart artificial bee colony algorithm with distance-fitness-based
                  neighbor search and its application},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {89},
  pages        = {478--493},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.future.2018.06.054},
  doi          = {10.1016/J.FUTURE.2018.06.054},
  timestamp    = {Wed, 30 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fgcs/CuiZLWYMHL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KhanHLM18,
  author       = {Imran Khan and
                  Joshua Zhexue Huang and
                  Zongwei Luo and
                  Md Abdul Masud},
  title        = {{CPLP:} An algorithm for tracking the changes of power consumption
                  patterns in load profile data over time},
  journal      = {Inf. Sci.},
  volume       = {429},
  pages        = {332--348},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.ins.2017.11.006},
  doi          = {10.1016/J.INS.2017.11.006},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/KhanHLM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MasudHWWKM18,
  author       = {Md Abdul Masud and
                  Joshua Zhexue Huang and
                  Chenghao Wei and
                  Jikui Wang and
                  Imran Khan and
                  Ming Zhong},
  title        = {I-nice: {A} new approach for identifying the number of clusters and
                  initial cluster centres},
  journal      = {Inf. Sci.},
  volume       = {466},
  pages        = {129--151},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.ins.2018.07.034},
  doi          = {10.1016/J.INS.2018.07.034},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/MasudHWWKM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FuSWCH18,
  author       = {Xianghua Fu and
                  Xudong Sun and
                  Haiying Wu and
                  Laizhong Cui and
                  Joshua Zhexue Huang},
  title        = {Weakly supervised topic sentiment joint model with word embeddings},
  journal      = {Knowl. Based Syst.},
  volume       = {147},
  pages        = {43--54},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.knosys.2018.02.012},
  doi          = {10.1016/J.KNOSYS.2018.02.012},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/FuSWCH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChenYHM18,
  author       = {Xiaojun Chen and
                  Min Yang and
                  Joshua Zhexue Huang and
                  Zhong Ming},
  title        = {{TWCC:} Automated Two-way Subspace Weighting Partitional Co-Clustering},
  journal      = {Pattern Recognit.},
  volume       = {76},
  pages        = {404--415},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.patcog.2017.10.026},
  doi          = {10.1016/J.PATCOG.2017.10.026},
  timestamp    = {Wed, 30 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/ChenYHM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenFYNZH18,
  author       = {Xiaojun Chen and
                  Yixiang Fang and
                  Min Yang and
                  Feiping Nie and
                  Zhou Zhao and
                  Joshua Zhexue Huang},
  title        = {PurTreeClust: {A} Clustering Algorithm for Customer Segmentation from
                  Massive Customer Transaction Data},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {30},
  number       = {3},
  pages        = {559--572},
  year         = {2018},
  url          = {https://doi.org/10.1109/TKDE.2017.2763620},
  doi          = {10.1109/TKDE.2017.2763620},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ChenFYNZH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CaoHLZMFQ18,
  author       = {Fuyuan Cao and
                  Joshua Zhexue Huang and
                  Jiye Liang and
                  Xingwang Zhao and
                  Yinfeng Meng and
                  Kai Feng and
                  Yuhua Qian},
  title        = {An Algorithm for Clustering Categorical Data With Set-Valued Features},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {10},
  pages        = {4593--4606},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2770167},
  doi          = {10.1109/TNNLS.2017.2770167},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/CaoHLZMFQ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenYWNCH18,
  author       = {Xiaojun Chen and
                  Guowen Yuan and
                  Wenting Wang and
                  Feiping Nie and
                  Xiaojun Chang and
                  Joshua Zhexue Huang},
  title        = {Local Adaptive Projection Framework for Feature Selection of Labeled
                  and Unlabeled Data},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {12},
  pages        = {6362--6373},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2018.2830186},
  doi          = {10.1109/TNNLS.2018.2830186},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ChenYWNCH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/MasudHZFM18,
  author       = {Md Abdul Masud and
                  Joshua Zhexue Huang and
                  Ming Zhong and
                  Xianghua Fu and
                  Mohammad Sultan Mahmud},
  editor       = {Guojun Gan and
                  Bohan Li and
                  Xue Li and
                  Shuliang Wang},
  title        = {Slice{\_}OP: Selecting Initial Cluster Centers Using Observation Points},
  booktitle    = {Advanced Data Mining and Applications - 14th International Conference,
                  {ADMA} 2018, Nanjing, China, November 16-18, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11323},
  pages        = {17--30},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-05090-0\_2},
  doi          = {10.1007/978-3-030-05090-0\_2},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/MasudHZFM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/MahmudFHM18,
  author       = {Mohammad Sultan Mahmud and
                  Xianghua Fu and
                  Joshua Zhexue Huang and
                  Md Abdul Masud},
  editor       = {Md. Rafiqul Islam and
                  Yun Sing Koh and
                  Yanchang Zhao and
                  Warwick Graco and
                  David Stirling and
                  Chang{-}Tsun Li and
                  Md Zahidul Islam},
  title        = {High-Dimensional Limited-Sample Biomedical Data Classification Using
                  Variational Autoencoder},
  booktitle    = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst,
                  NSW, Australia, November 28-30, 2018, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {996},
  pages        = {30--42},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-981-13-6661-1\_3},
  doi          = {10.1007/978-981-13-6661-1\_3},
  timestamp    = {Thu, 23 Jun 2022 19:58:25 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/MahmudFHM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud2/WeiSEZHH18,
  author       = {Chenghao Wei and
                  Salman Salloum and
                  Tamer Z. Emara and
                  Xiaoliang Zhang and
                  Joshua Zhexue Huang and
                  Yu{-}Lin He},
  editor       = {Min Luo and
                  Liang{-}Jie Zhang},
  title        = {A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions
                  for Big Data Analysis},
  booktitle    = {Cloud Computing - {CLOUD} 2018 - 11th International Conference, Held
                  as Part of the Services Conference Federation, {SCF} 2018, Seattle,
                  WA, USA, June 25-30, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10967},
  pages        = {347--364},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-94295-7\_24},
  doi          = {10.1007/978-3-319-94295-7\_24},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cloud2/WeiSEZHH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenHNHYH18,
  author       = {Xiaojun Chen and
                  Weijun Hong and
                  Feiping Nie and
                  Dan He and
                  Min Yang and
                  Joshua Zhexue Huang},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Spectral Clustering of Large-scale Data by Directly Solving Normalized
                  Cut},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {1206--1215},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3220039},
  doi          = {10.1145/3219819.3220039},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ChenHNHYH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangHH18,
  author       = {Jie Jiang and
                  Yu{-}Lin He and
                  Joshua Zhexue Huang},
  editor       = {Mohadeseh Ganji and
                  Lida Rashidi and
                  Benjamin C. M. Fung and
                  Can Wang},
  title        = {Particle Swarm Optimization-Based Weighted-Nadaraya-Watson Estimator},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
                  Australia, June 3, 2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11154},
  pages        = {267--279},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-04503-6\_27},
  doi          = {10.1007/978-3-030-04503-6\_27},
  timestamp    = {Mon, 18 Nov 2019 16:29:08 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/JiangHH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangQLZZCH18,
  author       = {Min Yang and
                  Qiang Qu and
                  Kai Lei and
                  Jia Zhu and
                  Zhou Zhao and
                  Xiaojun Chen and
                  Joshua Zhexue Huang},
  editor       = {Martin Ester and
                  Dino Pedreschi},
  title        = {Investigating Deep Reinforcement Learning Techniques in Personalized
                  Dialogue Generation},
  booktitle    = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
                  {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
                  Diego, CA, {USA}},
  pages        = {630--638},
  publisher    = {{SIAM}},
  year         = {2018},
  url          = {https://doi.org/10.1137/1.9781611975321.71},
  doi          = {10.1137/1.9781611975321.71},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YangQLZZCH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/CaoHL17,
  author       = {Fuyuan Cao and
                  Joshua Zhexue Huang and
                  Jiye Liang},
  title        = {A fuzzy SV-k-modes algorithm for clustering categorical data with
                  set-valued attributes},
  journal      = {Appl. Math. Comput.},
  volume       = {295},
  pages        = {1--15},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.amc.2016.09.023},
  doi          = {10.1016/J.AMC.2016.09.023},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/CaoHL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CaoYHL17,
  author       = {Fuyuan Cao and
                  Liqin Yu and
                  Joshua Zhexue Huang and
                  Jiye Liang},
  title        = {k-mw-modes: An algorithm for clustering categorical matrix-object
                  data},
  journal      = {Appl. Soft Comput.},
  volume       = {57},
  pages        = {605--614},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.asoc.2017.04.019},
  doi          = {10.1016/J.ASOC.2017.04.019},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/CaoYHL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ChenPHNM17,
  author       = {Xiaojun Chen and
                  Si Peng and
                  Joshua Zhexue Huang and
                  Feiping Nie and
                  Yong Ming},
  title        = {Local PurTree Spectral Clustering for Massive Customer Transaction
                  Data},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {32},
  number       = {2},
  pages        = {37--44},
  year         = {2017},
  url          = {https://doi.org/10.1109/MIS.2017.41},
  doi          = {10.1109/MIS.2017.41},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/expert/ChenPHNM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AshfaqWHAH17,
  author       = {Rana Aamir Raza Ashfaq and
                  Xi{-}Zhao Wang and
                  Joshua Zhexue Huang and
                  Haider Abbas and
                  Yu{-}Lin He},
  title        = {Fuzziness based semi-supervised learning approach for intrusion detection
                  system},
  journal      = {Inf. Sci.},
  volume       = {378},
  pages        = {484--497},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.ins.2016.04.019},
  doi          = {10.1016/J.INS.2016.04.019},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/AshfaqWHAH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/WangHGL17,
  author       = {Jianguo Wang and
                  Joshua Zhexue Huang and
                  Jiafeng Guo and
                  Yanyan Lan},
  title        = {Query ranking model for search engine query recommendation},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {8},
  number       = {3},
  pages        = {1019--1038},
  year         = {2017},
  url          = {https://doi.org/10.1007/s13042-015-0362-5},
  doi          = {10.1007/S13042-015-0362-5},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mlc/WangHGL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ZhaoSCH17,
  author       = {He Zhao and
                  Salman Salloum and
                  Yeshou Cai and
                  Joshua Zhexue Huang},
  title        = {Ensemble subspace clustering of text data using two-level features},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {8},
  number       = {6},
  pages        = {1751--1766},
  year         = {2017},
  url          = {https://doi.org/10.1007/s13042-016-0556-5},
  doi          = {10.1007/S13042-016-0556-5},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mlc/ZhaoSCH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/HeHLWW17,
  author       = {Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Hao Long and
                  Qiang Wang and
                  Chenghao Wei},
  editor       = {George Karypis and
                  Jia Zhang},
  title        = {I-Sampling: {A} New Block-Based Sampling Method for Large-Scale Dataset},
  booktitle    = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017,
                  Honolulu, HI, USA, June 25-30, 2017},
  pages        = {360--367},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigDataCongress.2017.53},
  doi          = {10.1109/BIGDATACONGRESS.2017.53},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdata/HeHLWW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/0004HNCW17,
  author       = {Xiaojun Chen and
                  Joshua Zhexue Huang and
                  Feiping Nie and
                  Renjie Chen and
                  Qingyao Wu},
  title        = {A Self-Balanced Min-Cut Algorithm for Image Clustering},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
                  Italy, October 22-29, 2017},
  pages        = {2080--2088},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCV.2017.227},
  doi          = {10.1109/ICCV.2017.227},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/0004HNCW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AoHHH17,
  author       = {Wei Ao and
                  Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Yupeng He},
  editor       = {Derong Liu and
                  Shengli Xie and
                  Yuanqing Li and
                  Dongbin Zhao and
                  El{-}Sayed M. El{-}Alfy},
  title        = {Improving Generalization Capability of Extreme Learning Machine with
                  Synthetic Instances Generation},
  booktitle    = {Neural Information Processing - 24th International Conference, {ICONIP}
                  2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10634},
  pages        = {3--12},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-70087-8\_1},
  doi          = {10.1007/978-3-319-70087-8\_1},
  timestamp    = {Tue, 14 May 2019 10:00:42 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/AoHHH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0004NHY17,
  author       = {Xiaojun Chen and
                  Feiping Nie and
                  Joshua Zhexue Huang and
                  Min Yang},
  editor       = {Carles Sierra},
  title        = {Scalable Normalized Cut with Improved Spectral Rotation},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {1518--1524},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/210},
  doi          = {10.24963/IJCAI.2017/210},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/0004NHY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0004YNH17,
  author       = {Xiaojun Chen and
                  Guowen Yuan and
                  Feiping Nie and
                  Joshua Zhexue Huang},
  editor       = {Carles Sierra},
  title        = {Semi-supervised Feature Selection via Rescaled Linear Regression},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {1525--1531},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/211},
  doi          = {10.24963/IJCAI.2017/211},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/0004YNH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LongHHW17,
  author       = {Hao Long and
                  Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Qiang Wang},
  editor       = {U Kang and
                  Ee{-}Peng Lim and
                  Jeffrey Xu Yu and
                  Yang{-}Sae Moon},
  title        = {Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification
                  Problems},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2017 Workshops, MLSDA, BDM, DM-BPM, Jeju, South Korea, May 23, 2017,
                  Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {10526},
  pages        = {116--128},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67274-8\_11},
  doi          = {10.1007/978-3-319-67274-8\_11},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/LongHHW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/TrinhWH17,
  author       = {Thanh Trinh and
                  Dingming Wu and
                  Joshua Zhexue Huang},
  editor       = {Athman Bouguettaya and
                  Yunjun Gao and
                  Andrey Klimenko and
                  Lu Chen and
                  Xiangliang Zhang and
                  Fedor Dzerzhinskiy and
                  Weijia Jia and
                  Stanislav V. Klimenko and
                  Qing Li},
  title        = {A New Static Web Caching Mechanism Based on Mutual Dependency Between
                  Result Cache and Posting List Cache},
  booktitle    = {Web Information Systems Engineering - {WISE} 2017 - 18th International
                  Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10570},
  pages        = {148--156},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-68786-5\_12},
  doi          = {10.1007/978-3-319-68786-5\_12},
  timestamp    = {Tue, 24 Nov 2020 16:44:23 +0100},
  biburl       = {https://dblp.org/rec/conf/wise/TrinhWH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04146,
  author       = {Salman Salloum and
                  Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Xiaoliang Zhang and
                  Tamer Z. Emara},
  title        = {A Random Sample Partition Data Model for Big Data Analysis},
  journal      = {CoRR},
  volume       = {abs/1712.04146},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.04146},
  eprinttype    = {arXiv},
  eprint       = {1712.04146},
  timestamp    = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-04146.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KhanHMJ16,
  author       = {Imran Khan and
                  Joshua Zhexue Huang and
                  Md Abdul Masud and
                  Qingshan Jiang},
  title        = {Segmentation of Factories on Electricity Consumption Behaviors Using
                  Load Profile Data},
  journal      = {{IEEE} Access},
  volume       = {4},
  pages        = {8394--8406},
  year         = {2016},
  url          = {https://doi.org/10.1109/ACCESS.2016.2619898},
  doi          = {10.1109/ACCESS.2016.2619898},
  timestamp    = {Wed, 04 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/KhanHMJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/SalloumD0PH16,
  author       = {Salman Salloum and
                  Ruslan Dautov and
                  Xiaojun Chen and
                  Patrick Xiaogang Peng and
                  Joshua Zhexue Huang},
  title        = {Big data analytics on Apache Spark},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {1},
  number       = {3-4},
  pages        = {145--164},
  year         = {2016},
  url          = {https://doi.org/10.1007/s41060-016-0027-9},
  doi          = {10.1007/S41060-016-0027-9},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SalloumD0PH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KhanHI16,
  author       = {Imran Khan and
                  Joshua Zhexue Huang and
                  Kamen Ivanov},
  title        = {Incremental density-based ensemble clustering over evolving data streams},
  journal      = {Neurocomputing},
  volume       = {191},
  pages        = {34--43},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2016.01.009},
  doi          = {10.1016/J.NEUCOM.2016.01.009},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/KhanHI16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangHWGL16,
  author       = {Jianguo Wang and
                  Joshua Zhexue Huang and
                  Dingming Wu and
                  Jiafeng Guo and
                  Yanyan Lan},
  title        = {An incremental model on search engine query recommendation},
  journal      = {Neurocomputing},
  volume       = {218},
  pages        = {423--431},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2016.09.003},
  doi          = {10.1016/J.NEUCOM.2016.09.003},
  timestamp    = {Tue, 27 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/WangHWGL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HeWH16,
  author       = {Yu{-}Lin He and
                  Xizhao Wang and
                  Joshua Zhexue Huang},
  title        = {Fuzzy nonlinear regression analysis using a random weight network},
  journal      = {Inf. Sci.},
  volume       = {364-365},
  pages        = {222--240},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.ins.2016.01.037},
  doi          = {10.1016/J.INS.2016.01.037},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/HeWH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiLFMH16,
  author       = {Jianqiang Li and
                  Jing Li and
                  Xianghua Fu and
                  Md Abdul Masud and
                  Joshua Zhexue Huang},
  title        = {Learning distributed word representation with multi-contextual mixed
                  embedding},
  journal      = {Knowl. Based Syst.},
  volume       = {106},
  pages        = {220--230},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.knosys.2016.05.045},
  doi          = {10.1016/J.KNOSYS.2016.05.045},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/LiLFMH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/SalloumHH16,
  author       = {Salman Salloum and
                  Joshua Zhexue Huang and
                  Yu{-}Lin He},
  editor       = {Ashiq Anjum and
                  Xinghui Zhao},
  title        = {Empirical analysis of asymptotic ensemble learning for big data},
  booktitle    = {Proceedings of the 3rd {IEEE/ACM} International Conference on Big
                  Data Computing, Applications and Technologies, {BDCAT} 2016, Shanghai,
                  China, December 6-9, 2016},
  pages        = {8--17},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/3006299.3006306},
  doi          = {10.1145/3006299.3006306},
  timestamp    = {Mon, 09 Aug 2021 14:54:02 +0200},
  biburl       = {https://dblp.org/rec/conf/bdc/SalloumHH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenHL16,
  author       = {Xiaojun Chen and
                  Joshua Zhexue Huang and
                  Jun Luo},
  title        = {PurTreeClust: {A} purchase tree clustering algorithm for large-scale
                  customer transaction data},
  booktitle    = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
                  Helsinki, Finland, May 16-20, 2016},
  pages        = {661--672},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDE.2016.7498279},
  doi          = {10.1109/ICDE.2016.7498279},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ChenHL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/Zhao0NHWC16,
  author       = {He Zhao and
                  Xiaojun Chen and
                  Thanh{-}Tung Nguyen and
                  Joshua Zhexue Huang and
                  Graham J. Williams and
                  Hui Chen},
  editor       = {Michael Chau and
                  G. Alan Wang and
                  Hsinchun Chen},
  title        = {Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced
                  Data},
  booktitle    = {Intelligence and Security Informatics - 11th Pacific Asia Workshop,
                  {PAISI} 2016, Auckland, New Zealand, April 19, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9650},
  pages        = {63--72},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-31863-9\_5},
  doi          = {10.1007/978-3-319-31863-9\_5},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/paisi/Zhao0NHWC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HeAHW16,
  author       = {Yu{-}Lin He and
                  Rana Aamir Raza Ashfaq and
                  Joshua Zhexue Huang and
                  Xizhao Wang},
  editor       = {Huiping Cao and
                  Jinyan Li and
                  Ruili Wang},
  title        = {Imbalanced {ELM} Based on Normal Density Estimation for Binary-Class
                  Classification},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2016 Workshops, BDM, MLSDA, PACC, {WDMBF} Auckland, New Zealand, April
                  19, 2016, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9794},
  pages        = {48--60},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-42996-0\_5},
  doi          = {10.1007/978-3-319-42996-0\_5},
  timestamp    = {Wed, 07 Apr 2021 15:15:53 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HeAHW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/Trinh0SNH16,
  author       = {Thanh Trinh and
                  Dingming Wu and
                  Salman Salloum and
                  Tung Nguyen and
                  Joshua Zhexue Huang},
  editor       = {Tru Cao and
                  Yo{-}Sung Ho},
  title        = {A frequency-based gene selection method with random forests for gene
                  data analysis},
  booktitle    = {2016 {IEEE} {RIVF} International Conference on Computing {\&}
                  Communication Technologies, Research, Innovation, and Vision for the
                  Future, {RIVF} 2016, Hanoi, Vietnam, November 7-9, 2016},
  pages        = {193--198},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/RIVF.2016.7800293},
  doi          = {10.1109/RIVF.2016.7800293},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rivf/Trinh0SNH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2016-1,
  editor       = {James Bailey and
                  Latifur Khan and
                  Takashi Washio and
                  Gillian Dobbie and
                  Joshua Zhexue Huang and
                  Ruili Wang},
  title        = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
                  Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9651},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-31753-3},
  doi          = {10.1007/978-3-319-31753-3},
  isbn         = {978-3-319-31752-6},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2016-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2016-2,
  editor       = {James Bailey and
                  Latifur Khan and
                  Takashi Washio and
                  Gillian Dobbie and
                  Joshua Zhexue Huang and
                  Ruili Wang},
  title        = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
                  Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9652},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-31750-2},
  doi          = {10.1007/978-3-319-31750-2},
  isbn         = {978-3-319-31749-6},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2016-2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcgenomics/NguyenHWNL15,
  author       = {Thanh{-}Tung Nguyen and
                  Joshua Zhexue Huang and
                  Qingyao Wu and
                  Thuy Thi Nguyen and
                  Mark Junjie Li},
  title        = {Genome-wide association data classification and SNPs selection using
                  two-stage quality-based Random Forests},
  journal      = {{BMC} Genom.},
  volume       = {16},
  number       = {{S-2}},
  pages        = {S5},
  year         = {2015},
  url          = {https://doi.org/10.1186/1471-2164-16-S2-S5},
  doi          = {10.1186/1471-2164-16-S2-S5},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcgenomics/NguyenHWNL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/WangH15,
  author       = {Xizhao Wang and
                  Joshua Zhexue Huang},
  title        = {Editorial: Uncertainty in learning from big data},
  journal      = {Fuzzy Sets Syst.},
  volume       = {258},
  pages        = {1--4},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.fss.2014.10.010},
  doi          = {10.1016/J.FSS.2014.10.010},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fss/WangH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangHGL15,
  author       = {Jianguo Wang and
                  Joshua Zhexue Huang and
                  Jiafeng Guo and
                  Yanyan Lan},
  title        = {Recommending high-utility search engine queries via a query-recommending
                  model},
  journal      = {Neurocomputing},
  volume       = {167},
  pages        = {195--208},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.neucom.2015.04.076},
  doi          = {10.1016/J.NEUCOM.2015.04.076},
  timestamp    = {Tue, 27 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/WangHGL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/ZhaoLZHLFF15,
  author       = {Zhongying Zhao and
                  Chao Li and
                  Yong Zhang and
                  Joshua Zhexue Huang and
                  Jun Luo and
                  Shengzhong Feng and
                  Jianping Fan},
  title        = {Identifying and Analyzing Popular Phrases Multi-Dimensionally in Social
                  Media Data},
  journal      = {Int. J. Data Warehous. Min.},
  volume       = {11},
  number       = {3},
  pages        = {98--112},
  year         = {2015},
  url          = {https://doi.org/10.4018/IJDWM.2015070105},
  doi          = {10.4018/IJDWM.2015070105},
  timestamp    = {Thu, 20 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdwm/ZhaoLZHLFF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FuYHC15,
  author       = {Xianghua Fu and
                  Kun Yang and
                  Joshua Zhexue Huang and
                  Laizhong Cui},
  title        = {Dynamic non-parametric joint sentiment topic mixture model},
  journal      = {Knowl. Based Syst.},
  volume       = {82},
  pages        = {102--114},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.knosys.2015.02.021},
  doi          = {10.1016/J.KNOSYS.2015.02.021},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/FuYHC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NguyenHN15,
  author       = {Thanh{-}Tung Nguyen and
                  Joshua Zhexue Huang and
                  Thuy Thi Nguyen},
  title        = {Two-level quantile regression forests for bias correction in range
                  prediction},
  journal      = {Mach. Learn.},
  volume       = {101},
  number       = {1-3},
  pages        = {325--343},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5452-1},
  doi          = {10.1007/S10994-014-5452-1},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/NguyenHN15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JingTH15,
  author       = {Liping Jing and
                  Kuang Tian and
                  Joshua Zhexue Huang},
  title        = {Stratified feature sampling method for ensemble clustering of high
                  dimensional data},
  journal      = {Pattern Recognit.},
  volume       = {48},
  number       = {11},
  pages        = {3688--3702},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.patcog.2015.05.006},
  doi          = {10.1016/J.PATCOG.2015.05.006},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/JingTH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HeHWR15,
  author       = {Yu{-}Lin He and
                  Joshua Zhexue Huang and
                  Xizhao Wang and
                  Rana Aamir Raza},
  editor       = {Tru H. Cao and
                  Ee{-}Peng Lim and
                  Zhi{-}Hua Zhou and
                  Tu Bao Ho and
                  David Wai{-}Lok Cheung and
                  Hiroshi Motoda},
  title        = {Use Correlation Coefficients in Gaussian Process to Train Stable {ELM}
                  Models},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
                  Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9077},
  pages        = {405--417},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-18038-0\_32},
  doi          = {10.1007/978-3-319-18038-0\_32},
  timestamp    = {Tue, 24 Aug 2021 17:53:57 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HeHWR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NguyenZHNL15,
  author       = {Thanh{-}Tung Nguyen and
                  He Zhao and
                  Joshua Zhexue Huang and
                  Thuy Thi Nguyen and
                  Mark Junjie Li},
  editor       = {Tru H. Cao and
                  Ee{-}Peng Lim and
                  Zhi{-}Hua Zhou and
                  Tu Bao Ho and
                  David Wai{-}Lok Cheung and
                  Hiroshi Motoda},
  title        = {A New Feature Sampling Method in Random Forests for Predicting High-Dimensional
                  Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
                  Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9078},
  pages        = {459--470},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-18032-8\_36},
  doi          = {10.1007/978-3-319-18032-8\_36},
  timestamp    = {Tue, 23 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/NguyenZHNL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CaoHL14,
  author       = {Fuyuan Cao and
                  Joshua Zhexue Huang and
                  Jiye Liang},
  title        = {Trend analysis of categorical data streams with a concept change method},
  journal      = {Inf. Sci.},
  volume       = {276},
  pages        = {160--173},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.ins.2014.02.052},
  doi          = {10.1016/J.INS.2014.02.052},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/CaoHL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiongWJH14,
  author       = {Tengke Xiong and
                  Shengrui Wang and
                  Qingshan Jiang and
                  Joshua Zhexue Huang},
  title        = {A Novel Variable-order Markov Model for Clustering Categorical Sequences},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {26},
  number       = {10},
  pages        = {2339--2353},
  year         = {2014},
  url          = {https://doi.org/10.1109/TKDE.2013.104},
  doi          = {10.1109/TKDE.2013.104},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/XiongWJH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc/TungHNK14,
  author       = {Nguyen Thanh Tung and
                  Joshua Zhexue Huang and
                  Thuy Thi Nguyen and
                  Imran Khan},
  title        = {Bias-corrected Quantile Regression Forests for high-dimensional data},
  booktitle    = {2014 International Conference on Machine Learning and Cybernetics,
                  Lanzhou, China, July 13-16, 2014},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICMLC.2014.7009082},
  doi          = {10.1109/ICMLC.2014.7009082},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmlc/TungHNK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/CaiCPH14,
  author       = {Yeshou Cai and
                  Xiaojun Chen and
                  Patrick Xiaogang Peng and
                  Joshua Zhexue Huang},
  editor       = {Michael Chau and
                  Hsinchun Chen and
                  G. Alan Wang and
                  Jau{-}Hwang Wang},
  title        = {A {LDA} Feature Grouping Method for Subspace Clustering of Text Data},
  booktitle    = {Intelligence and Security Informatics - Pacific Asia Workshop, {PAISI}
                  2014, Tainan, Taiwan, May 13, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8440},
  pages        = {78--90},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-06677-6\_7},
  doi          = {10.1007/978-3-319-06677-6\_7},
  timestamp    = {Sun, 25 Jul 2021 11:47:42 +0200},
  biburl       = {https://dblp.org/rec/conf/paisi/CaiCPH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TungHKLW14,
  author       = {Nguyen Thanh Tung and
                  Joshua Zhexue Huang and
                  Imran Khan and
                  Mark Junjie Li and
                  Graham J. Williams},
  editor       = {Vincent S. Tseng and
                  Tu Bao Ho and
                  Zhi{-}Hua Zhou and
                  Arbee L. P. Chen and
                  Hung{-}Yu Kao},
  title        = {Extensions to Quantile Regression Forests for Very High-Dimensional
                  Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8444},
  pages        = {247--258},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-06605-9\_21},
  doi          = {10.1007/978-3-319-06605-9\_21},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/TungHKLW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KhanHTW14,
  author       = {Imran Khan and
                  Joshua Zhexue Huang and
                  Nguyen Thanh Tung and
                  Graham J. Williams},
  editor       = {Wen{-}Chih Peng and
                  Haixun Wang and
                  James Bailey and
                  Vincent S. Tseng and
                  Tu Bao Ho and
                  Zhi{-}Hua Zhou and
                  Arbee L. P. Chen},
  title        = {Ensemble Clustering of High Dimensional Data with FastMap Projection},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD,
                  MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan,
                  May 13-16, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8643},
  pages        = {483--493},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-13186-3\_43},
  doi          = {10.1007/978-3-319-13186-3\_43},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/KhanHTW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WangH14,
  author       = {Jianguo Wang and
                  Joshua Zhexue Huang},
  editor       = {Wen{-}Chih Peng and
                  Haixun Wang and
                  James Bailey and
                  Vincent S. Tseng and
                  Tu Bao Ho and
                  Zhi{-}Hua Zhou and
                  Arbee L. P. Chen},
  title        = {{QRM:} {A} Probabilistic Model for Search Engine Query Recommendation},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD,
                  MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan,
                  May 13-16, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8643},
  pages        = {665--676},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-13186-3\_59},
  doi          = {10.1007/978-3-319-13186-3\_59},
  timestamp    = {Tue, 27 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/WangH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014,
  editor       = {Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
                  Shenzhen, China, December 14-17, 2014},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/7022262/proceeding},
  isbn         = {978-1-4799-4302-9},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014w,
  editor       = {Zhi{-}Hua Zhou and
                  Wei Wang and
                  Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2014, Shenzhen, China, December 14, 2014},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/7022263/proceeding},
  isbn         = {978-1-4799-4274-9},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2014w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/WangYHF13,
  author       = {Qiang Wang and
                  Yunming Ye and
                  Joshua Zhexue Huang and
                  Shengzhong Feng},
  title        = {Post-processing strategies for improving local gene expression pattern
                  analysis},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {7},
  number       = {1},
  pages        = {1--21},
  year         = {2013},
  url          = {https://doi.org/10.1504/IJDMB.2013.050976},
  doi          = {10.1504/IJDMB.2013.050976},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/WangYHF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiYSHHL13,
  author       = {Yan Li and
                  Yunming Ye and
                  Zhaocai Sun and
                  Edward Hung and
                  Joshua Zhexue Huang and
                  Yueping Li},
  title        = {An ensemble of decision cluster crotches for classification of high
                  dimensional data},
  journal      = {Knowl. Based Syst.},
  volume       = {43},
  pages        = {63--73},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.knosys.2013.01.009},
  doi          = {10.1016/J.KNOSYS.2013.01.009},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/LiYSHHL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YeWHNL13,
  author       = {Yunming Ye and
                  Qingyao Wu and
                  Joshua Zhexue Huang and
                  Michael K. Ng and
                  Xutao Li},
  title        = {Stratified sampling for feature subspace selection in random forests
                  for high dimensional data},
  journal      = {Pattern Recognit.},
  volume       = {46},
  number       = {3},
  pages        = {769--787},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.patcog.2012.09.005},
  doi          = {10.1016/J.PATCOG.2012.09.005},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/YeWHNL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/LiuXLH13,
  author       = {Jinfei Liu and
                  Li Xiong and
                  Jun Luo and
                  Joshua Zhexue Huang},
  title        = {Privacy Preserving Distributed {DBSCAN} Clustering},
  journal      = {Trans. Data Priv.},
  volume       = {6},
  number       = {1},
  pages        = {69--85},
  year         = {2013},
  url          = {http://www.tdp.cat/issues11/abs.a130a13.php},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdp/LiuXLH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenXHY13,
  author       = {Xiaojun Chen and
                  Xiaofei Xu and
                  Joshua Zhexue Huang and
                  Yunming Ye},
  title        = {TW-k-Means: Automated Two-Level Variable Weighting Clustering Algorithm
                  for Multiview Data},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {25},
  number       = {4},
  pages        = {932--944},
  year         = {2013},
  url          = {https://doi.org/10.1109/TKDE.2011.262},
  doi          = {10.1109/TKDE.2011.262},
  timestamp    = {Sun, 07 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ChenXHY13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinfa/GaoCH13,
  author       = {Ming Gao and
                  Fuyuan Cao and
                  Joshua Zhexue Huang},
  title        = {A cross cluster-based collaborative filtering method for recommendation},
  booktitle    = {{IEEE} International Conference on Information and Automation, {ICIA}
                  2013, Yinchuan, China, August 26-28, 2013},
  pages        = {447--452},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICInfA.2013.6720340},
  doi          = {10.1109/ICINFA.2013.6720340},
  timestamp    = {Mon, 09 Aug 2021 14:54:01 +0200},
  biburl       = {https://dblp.org/rec/conf/icinfa/GaoCH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LvWH13,
  author       = {Junchao Lv and
                  Qiang Wang and
                  Joshua Zhexue Huang},
  title        = {A hybrid optimization method for acceleration of building linear classification
                  models},
  booktitle    = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
                  2013, Dallas, TX, USA, August 4-9, 2013},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/IJCNN.2013.6707017},
  doi          = {10.1109/IJCNN.2013.6707017},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/LvWH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaoH13,
  author       = {Fuyuan Cao and
                  Joshua Zhexue Huang},
  editor       = {Jian Pei and
                  Vincent S. Tseng and
                  Longbing Cao and
                  Hiroshi Motoda and
                  Guandong Xu},
  title        = {A Concept-Drifting Detection Algorithm for Categorical Evolving Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
                  Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7819},
  pages        = {485--496},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37456-2\_41},
  doi          = {10.1007/978-3-642-37456-2\_41},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/CaoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LiHCH12,
  author       = {Yan Li and
                  Edward Hung and
                  Korris Fu{-}Lai Chung and
                  Joshua Zhexue Huang},
  title        = {Using a Variable Weighting k-Means Method to Build a Decision Cluster
                  Classification Model},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {26},
  number       = {2},
  year         = {2012},
  url          = {https://doi.org/10.1142/S0218001412500036},
  doi          = {10.1142/S0218001412500036},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/LiHCH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/XuHWWY12,
  author       = {Baoxun Xu and
                  Joshua Zhexue Huang and
                  Graham J. Williams and
                  Qiang Wang and
                  Yunming Ye},
  title        = {Classifying Very High-Dimensional Data with Random Forests Built from
                  Small Subspaces},
  journal      = {Int. J. Data Warehous. Min.},
  volume       = {8},
  number       = {2},
  pages        = {44--63},
  year         = {2012},
  url          = {https://doi.org/10.4018/jdwm.2012040103},
  doi          = {10.4018/JDWM.2012040103},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdwm/XuHWWY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoFWHWF12,
  author       = {Zhongying Zhao and
                  Shengzhong Feng and
                  Qiang Wang and
                  Joshua Zhexue Huang and
                  Graham J. Williams and
                  Jianping Fan},
  title        = {Topic oriented community detection through social objects and link
                  analysis in social networks},
  journal      = {Knowl. Based Syst.},
  volume       = {26},
  pages        = {164--173},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.knosys.2011.07.017},
  doi          = {10.1016/J.KNOSYS.2011.07.017},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/ZhaoFWHWF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChenYXH12,
  author       = {Xiaojun Chen and
                  Yunming Ye and
                  Xiaofei Xu and
                  Joshua Zhexue Huang},
  title        = {A feature group weighting method for subspace clustering of high-dimensional
                  data},
  journal      = {Pattern Recognit.},
  volume       = {45},
  number       = {1},
  pages        = {434--446},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.patcog.2011.06.004},
  doi          = {10.1016/J.PATCOG.2011.06.004},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ChenYXH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/WangCHF12,
  author       = {Shuang Wang and
                  Xiaojun Chen and
                  Joshua Zhexue Huang and
                  Shengzhong Feng},
  editor       = {Quan Z. Sheng and
                  Guoren Wang and
                  Christian S. Jensen and
                  Guandong Xu},
  title        = {Scalable Subspace Logistic Regression Models for High Dimensional
                  Data},
  booktitle    = {Web Technologies and Applications - 14th Asia-Pacific Web Conference,
                  APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7235},
  pages        = {685--694},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-29253-8\_65},
  doi          = {10.1007/978-3-642-29253-8\_65},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/apweb/WangCHF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiuHLX12,
  author       = {Jinfei Liu and
                  Joshua Zhexue Huang and
                  Jun Luo and
                  Li Xiong},
  editor       = {Divesh Srivastava and
                  Ismail Ari},
  title        = {Privacy preserving distributed {DBSCAN} clustering},
  booktitle    = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany,
                  March 30, 2012},
  pages        = {177--185},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2320765.2320819},
  doi          = {10.1145/2320765.2320819},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edbt/LiuHLX12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/LiLHF12,
  author       = {Chao Li and
                  Jun Luo and
                  Joshua Zhexue Huang and
                  Jianping Fan},
  editor       = {Michael Chau and
                  G. Alan Wang and
                  Wei Thoo Yue and
                  Hsinchun Chen},
  title        = {Multi-Layer Network for Influence Propagation over Microblog},
  booktitle    = {Intelligence and Security Informatics - Pacific Asia Workshop, {PAISI}
                  2012, Kuala Lumpur, Malaysia, May 29, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7299},
  pages        = {60--72},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30428-6\_5},
  doi          = {10.1007/978-3-642-30428-6\_5},
  timestamp    = {Fri, 03 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/paisi/LiLHF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiCLHF12,
  author       = {Bingguo Li and
                  Xiaojun Chen and
                  Mark Junjie Li and
                  Joshua Zhexue Huang and
                  Shengzhong Feng},
  editor       = {Pang{-}Ning Tan and
                  Sanjay Chawla and
                  Chin Kuan Ho and
                  James Bailey},
  title        = {Scalable Random Forests for Massive Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
                  Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7301},
  pages        = {135--146},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30217-6\_12},
  doi          = {10.1007/978-3-642-30217-6\_12},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/LiCLHF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuHWLY12,
  author       = {Baoxun Xu and
                  Joshua Zhexue Huang and
                  Graham J. Williams and
                  Mark Junjie Li and
                  Yunming Ye},
  editor       = {Pang{-}Ning Tan and
                  Sanjay Chawla and
                  Chin Kuan Ho and
                  James Bailey},
  title        = {Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text
                  Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
                  Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7301},
  pages        = {147--158},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30217-6\_13},
  doi          = {10.1007/978-3-642-30217-6\_13},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/XuHWLY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/SunYZHCL12,
  author       = {Zhaocai Sun and
                  Yunming Ye and
                  Xiaofeng Zhang and
                  Zhexue Huang and
                  Shudong Chen and
                  Zhi Liu},
  title        = {Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text
                  Classification},
  booktitle    = {2012 {IEEE/WIC/ACM} International Conferences on Web Intelligence,
                  {WI} 2012, Macau, China, December 4-7, 2012},
  pages        = {388--395},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/WI-IAT.2012.237},
  doi          = {10.1109/WI-IAT.2012.237},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/SunYZHCL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-w,
  editor       = {Longbing Cao and
                  Joshua Zhexue Huang and
                  James Bailey and
                  Yun Sing Koh and
                  Jun Luo},
  title        = {New Frontiers in Applied Data Mining - {PAKDD} 2011 International
                  Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7104},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28320-8},
  doi          = {10.1007/978-3-642-28320-8},
  isbn         = {978-3-642-28319-2},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2011-w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/YangKCZH11,
  author       = {Tao Yang and
                  Vojislav Kecman and
                  Longbing Cao and
                  Chengqi Zhang and
                  Joshua Zhexue Huang},
  title        = {Margin-based ensemble classifier for protein fold recognition},
  journal      = {Expert Syst. Appl.},
  volume       = {38},
  number       = {10},
  pages        = {12348--12355},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.eswa.2011.04.014},
  doi          = {10.1016/J.ESWA.2011.04.014},
  timestamp    = {Mon, 18 Sep 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/YangKCZH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijoris/PanCHH11,
  author       = {Li Pan and
                  Sydney C. K. Chu and
                  Guangyue Han and
                  Joshua Zhexue Huang},
  title        = {A Heuristic Algorithm for the Inner-City Multi-Drop: Container Loading
                  Problem},
  journal      = {Int. J. Oper. Res. Inf. Syst.},
  volume       = {2},
  number       = {3},
  pages        = {1--19},
  year         = {2011},
  url          = {https://doi.org/10.4018/joris.2011070101},
  doi          = {10.4018/JORIS.2011070101},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijoris/PanCHH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/SunHM11,
  author       = {Yuqing Sun and
                  Joshua Zhexue Huang and
                  Xiangxu Meng},
  title        = {Integrating constraints to support legally flexible business processes},
  journal      = {Inf. Syst. Frontiers},
  volume       = {13},
  number       = {2},
  pages        = {171--189},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10796-009-9190-z},
  doi          = {10.1007/S10796-009-9190-Z},
  timestamp    = {Tue, 05 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isf/SunHM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/HeXDH11,
  author       = {Zengyou He and
                  Xiaofei Xu and
                  Shengchun Deng and
                  Joshua Zhexue Huang},
  title        = {Clustering categorical data streams},
  journal      = {J. Comput. Methods Sci. Eng.},
  volume       = {11},
  number       = {4},
  pages        = {185--192},
  year         = {2011},
  url          = {https://doi.org/10.3233/JCM-2011-0363},
  doi          = {10.3233/JCM-2011-0363},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcmse/HeXDH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLH11,
  author       = {Jinfei Liu and
                  Jun Luo and
                  Joshua Zhexue Huang},
  editor       = {Myra Spiliopoulou and
                  Haixun Wang and
                  Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {Rating: Privacy Preservation for Multiple Attributes with Different
                  Sensitivity Requirements},
  booktitle    = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
                  on, Vancouver, BC, Canada, December 11, 2011},
  pages        = {666--673},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDMW.2011.144},
  doi          = {10.1109/ICDMW.2011.144},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/LiuLH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiongWJH11,
  author       = {Tengke Xiong and
                  Shengrui Wang and
                  Qingshan Jiang and
                  Joshua Zhexue Huang},
  editor       = {Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {A New Markov Model for Clustering Categorical Sequences},
  booktitle    = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
                  Vancouver, BC, Canada, December 11-14, 2011},
  pages        = {854--863},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDM.2011.13},
  doi          = {10.1109/ICDM.2011.13},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/XiongWJH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieem/PanHC11,
  author       = {Li Pan and
                  Joshua Zhexue Huang and
                  Sydney C. K. Chu},
  title        = {Order batching and picking in a synchronized zone order picking system},
  booktitle    = {2011 {IEEE} International Conference on Industrial Engineering and
                  Engineering Management (IEEM), Singapore, Singapore, December 6-9,
                  2011},
  pages        = {156--160},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/IEEM.2011.6117898},
  doi          = {10.1109/IEEM.2011.6117898},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ieem/PanHC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JingYYH11,
  author       = {Liping Jing and
                  Jiali Yun and
                  Jian Yu and
                  Joshua Zhexue Huang},
  editor       = {Joshua Zhexue Huang and
                  Longbing Cao and
                  Jaideep Srivastava},
  title        = {High-Order Co-clustering Text Data on Semantics-Based Representation
                  Model},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
                  Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6634},
  pages        = {171--182},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20841-6\_15},
  doi          = {10.1007/978-3-642-20841-6\_15},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/JingYYH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-1,
  editor       = {Joshua Zhexue Huang and
                  Longbing Cao and
                  Jaideep Srivastava},
  title        = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
                  Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6634},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20841-6},
  doi          = {10.1007/978-3-642-20841-6},
  isbn         = {978-3-642-20840-9},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2011-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2011-2,
  editor       = {Joshua Zhexue Huang and
                  Longbing Cao and
                  Jaideep Srivastava},
  title        = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
                  Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6635},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20847-8},
  doi          = {10.1007/978-3-642-20847-8},
  isbn         = {978-3-642-20846-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2011-2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitm/WangWHX10,
  author       = {Hongbing Wang and
                  Yifei Wang and
                  Joshua Zhexue Huang and
                  Xun Xu},
  title        = {A self-learning framework for services selection},
  journal      = {Int. J. Inf. Technol. Manag.},
  volume       = {9},
  number       = {1},
  pages        = {90--110},
  year         = {2010},
  url          = {https://doi.org/10.1504/IJITM.2010.029436},
  doi          = {10.1504/IJITM.2010.029436},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijitm/WangWHX10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/JingNH10,
  author       = {Liping Jing and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  title        = {Knowledge-based vector space model for text clustering},
  journal      = {Knowl. Inf. Syst.},
  volume       = {25},
  number       = {1},
  pages        = {35--55},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10115-009-0256-5},
  doi          = {10.1007/S10115-009-0256-5},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/JingNH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/ZhongLCZHF10,
  author       = {Zhiyong Zhong and
                  Mark Junjie Li and
                  Jin Chang and
                  Le Zhou and
                  Joshua Zhexue Huang and
                  Shengzhong Feng},
  editor       = {Longbing Cao and
                  Jiang Zhong and
                  Yong Feng},
  title        = {{CPLDP:} An Efficient Large Dataset Processing System Built on Cloud
                  Platform},
  booktitle    = {Advanced Data Mining and Applications - 6th International Conference,
                  {ADMA} 2010, Chongqing, China, November 19-21, 2010, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6441},
  pages        = {13--20},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-17313-4\_2},
  doi          = {10.1007/978-3-642-17313-4\_2},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/ZhongLCZHF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangYHF10,
  author       = {Qiang Wang and
                  Yunming Ye and
                  Joshua Zhexue Huang and
                  Shengzhong Feng},
  title        = {Fuzzy soft subspace clustering method for gene co-expression network
                  analysis},
  booktitle    = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
                  Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
  pages        = {47--50},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/BIBMW.2010.5703771},
  doi          = {10.1109/BIBMW.2010.5703771},
  timestamp    = {Tue, 11 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bibm/WangYHF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChangLHFF10,
  author       = {Jin Chang and
                  Jun Luo and
                  Joshua Zhexue Huang and
                  Shengzhong Feng and
                  Jianping Fan},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Minimum Spanning Tree Based Classification Model for Massive Data
                  with MapReduce Implementation},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {129--137},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.14},
  doi          = {10.1109/ICDMW.2010.14},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ChangLHFF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuLYZHZ10,
  author       = {Haohan Zhu and
                  Jun Luo and
                  Hang Yin and
                  Xiaotao Zhou and
                  Joshua Zhexue Huang and
                  F. Benjamin Zhan},
  editor       = {Mohammed Javeed Zaki and
                  Jeffrey Xu Yu and
                  Balaraman Ravindran and
                  Vikram Pudi},
  title        = {Mining Trajectory Corridors Using Fr{\'{e}}chet Distance and
                  Meshing Grids},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6118},
  pages        = {228--237},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13657-3\_26},
  doi          = {10.1007/978-3-642-13657-3\_26},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/ZhuLYZHZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/WuYNSH10,
  author       = {Qingyao Wu and
                  Yunming Ye and
                  Michael K. Ng and
                  Hanjing Su and
                  Joshua Zhexue Huang},
  editor       = {Byoung{-}Tak Zhang and
                  Mehmet A. Orgun},
  title        = {Exploiting Word Cluster Information for Unsupervised Feature Selection},
  booktitle    = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
                  International Conference on Artificial Intelligence, Daegu, Korea,
                  August 30-September 2, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6230},
  pages        = {292--303},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15246-7\_28},
  doi          = {10.1007/978-3-642-15246-7\_28},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pricai/WuYNSH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/JingLNCH09,
  author       = {Liping Jing and
                  Mark Junjie Li and
                  Michael K. Ng and
                  Yiu{-}ming Cheung and
                  Joshua Zhexue Huang},
  title        = {{SMART:} a subspace clustering algorithm that automatically identifies
                  the appropriate number of clusters},
  journal      = {Int. J. Data Min. Model. Manag.},
  volume       = {1},
  number       = {2},
  pages        = {149--177},
  year         = {2009},
  url          = {https://doi.org/10.1504/IJDMMM.2009.026074},
  doi          = {10.1504/IJDMMM.2009.026074},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmmm/JingLNCH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Huang09,
  author       = {Joshua Zhexue Huang},
  editor       = {John Wang},
  title        = {Clustering Categorical Data with k-Modes},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {246--250},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10828},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/Huang09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/JingNH09,
  author       = {Liping Jing and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  editor       = {John Wang},
  title        = {Soft Subspace Clustering for High-Dimensional Data},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1810--1814},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11064},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/JingNH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijclclp/YeLDH08,
  author       = {Yunming Ye and
                  Hongbo Li and
                  Xiaobai Deng and
                  Joshua Zhexue Huang},
  title        = {Feature Weighting Random Forest for Detection of Hidden Web Search
                  Interfaces},
  journal      = {Int. J. Comput. Linguistics Chin. Lang. Process.},
  volume       = {13},
  number       = {4},
  year         = {2008},
  url          = {http://www.aclclp.org.tw/clclp/v13n4/v13n4a1.pdf},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijclclp/YeLDH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiNCH08,
  author       = {Mark Junjie Li and
                  Michael K. Ng and
                  Yiu{-}ming Cheung and
                  Joshua Zhexue Huang},
  title        = {Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of
                  Number of Clusters},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {20},
  number       = {11},
  pages        = {1519--1534},
  year         = {2008},
  url          = {https://doi.org/10.1109/TKDE.2008.88},
  doi          = {10.1109/TKDE.2008.88},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LiNCH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/CaoLCH08,
  author       = {Lei Cao and
                  Minglu Li and
                  Jian Cao and
                  Joshua Zhexue Huang},
  title        = {CNP-based Implementation of Service-oriented Workflow Mapping in {SHGWMS}},
  journal      = {World Wide Web},
  volume       = {11},
  number       = {2},
  pages        = {199--226},
  year         = {2008},
  url          = {https://doi.org/10.1007/s11280-007-0038-5},
  doi          = {10.1007/S11280-007-0038-5},
  timestamp    = {Sun, 28 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/www/CaoLCH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/LiHCH08,
  author       = {Yan Li and
                  Edward Hung and
                  Korris Fu{-}Lai Chung and
                  Joshua Zhexue Huang},
  editor       = {Wayne Wobcke and
                  Mengjie Zhang},
  title        = {Building a Decision Cluster Classification Model for High Dimensional
                  Data by a Variable Weighting k-Means Method},
  booktitle    = {{AI} 2008: Advances in Artificial Intelligence, 21st Australasian
                  Joint Conference on Artificial Intelligence, Auckland, New Zealand,
                  December 1-5, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5360},
  pages        = {337--347},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-89378-3\_33},
  doi          = {10.1007/978-3-540-89378-3\_33},
  timestamp    = {Mon, 15 Feb 2021 14:16:47 +0100},
  biburl       = {https://dblp.org/rec/conf/ausai/LiHCH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangYH08,
  author       = {Qiang Wang and
                  Yunming Ye and
                  Joshua Zhexue Huang},
  editor       = {Xue{-}wen Chen and
                  Xiaohua Hu and
                  Sun Kim},
  title        = {A Changing Window Approach to Exploring Gene Expression Patterns},
  booktitle    = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
  pages        = {301--304},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/BIBM.2008.39},
  doi          = {10.1109/BIBM.2008.39},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/WangYH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/WangYH08,
  author       = {Qiang Wang and
                  Yunming Ye and
                  Joshua Zhexue Huang},
  title        = {Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis},
  booktitle    = {The Ninth International Conference on Web-Age Information Management,
                  {WAIM} 2008, July 20-22, 2008, Zhangjiajie, China},
  pages        = {365--372},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/WAIM.2008.50},
  doi          = {10.1109/WAIM.2008.50},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/waim/WangYH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/GaoHW07,
  author       = {Yang Gao and
                  Joshua Zhexue Huang and
                  Lei Wu},
  title        = {Learning classifier system ensemble and compact rule set},
  journal      = {Connect. Sci.},
  volume       = {19},
  number       = {4},
  pages        = {321--337},
  year         = {2007},
  url          = {https://doi.org/10.1080/09540090701725466},
  doi          = {10.1080/09540090701725466},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/connection/GaoHW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/JinZYHC07,
  author       = {Cheqing Jin and
                  Aoying Zhou and
                  Jeffrey Xu Yu and
                  Joshua Zhexue Huang and
                  Feng Cao},
  title        = {Adaptive scheduling for shared window joins over data streams},
  journal      = {Frontiers Comput. Sci. China},
  volume       = {1},
  number       = {4},
  pages        = {468--477},
  year         = {2007},
  url          = {https://doi.org/10.1007/s11704-007-0046-8},
  doi          = {10.1007/S11704-007-0046-8},
  timestamp    = {Mon, 19 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fcsc/JinZYHC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NgLHH07,
  author       = {Michael K. Ng and
                  Mark Junjie Li and
                  Joshua Zhexue Huang and
                  Zengyou He},
  title        = {On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {29},
  number       = {3},
  pages        = {503--507},
  year         = {2007},
  url          = {https://doi.org/10.1109/TPAMI.2007.53},
  doi          = {10.1109/TPAMI.2007.53},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/NgLHH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JingNH07,
  author       = {Liping Jing and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  title        = {An Entropy Weighting k-Means Algorithm for Subspace Clustering of
                  High-Dimensional Sparse Data},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {19},
  number       = {8},
  pages        = {1026--1041},
  year         = {2007},
  url          = {https://doi.org/10.1109/TKDE.2007.1048},
  doi          = {10.1109/TKDE.2007.1048},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/JingNH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangY07,
  author       = {Joshua Zhexue Huang and
                  Yunming Ye},
  editor       = {Takashi Washio and
                  Zhi{-}Hua Zhou and
                  Joshua Zhexue Huang and
                  Xiaohua Hu and
                  Jinyan Li and
                  Chao Xie and
                  Jieyue He and
                  Deqing Zou and
                  Kuan{-}Ching Li and
                  M{\'{a}}rio M. Freire},
  title        = {{PAKDD} 2007 Industrial Track Workshop},
  booktitle    = {Emerging Technologies in Knowledge Discovery and Data Mining, {PAKDD}
                  2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4819},
  pages        = {1--2},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-77018-3\_1},
  doi          = {10.1007/978-3-540-77018-3\_1},
  timestamp    = {Fri, 09 Apr 2021 17:11:17 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HuangY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WuJH07,
  author       = {Shu Wu and
                  Qingshan Jiang and
                  Joshua Zhexue Huang},
  editor       = {Zhi{-}Hua Zhou and
                  Hang Li and
                  Qiang Yang},
  title        = {A New Initialization Method for Clustering Categorical Data},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
                  Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4426},
  pages        = {972--980},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-71701-0\_109},
  doi          = {10.1007/978-3-540-71701-0\_109},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/WuJH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2007w,
  editor       = {Takashi Washio and
                  Zhi{-}Hua Zhou and
                  Joshua Zhexue Huang and
                  Xiaohua Hu and
                  Jinyan Li and
                  Chao Xie and
                  Jieyue He and
                  Deqing Zou and
                  Kuan{-}Ching Li and
                  M{\'{a}}rio M. Freire},
  title        = {Emerging Technologies in Knowledge Discovery and Data Mining, {PAKDD}
                  2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4819},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-77018-3},
  doi          = {10.1007/978-3-540-77018-3},
  isbn         = {978-3-540-77016-9},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2007w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/TangLH06,
  author       = {Feilong Tang and
                  Minglu Li and
                  Joshua Zhexue Huang},
  title        = {Automatic Transaction Compensation for Reliable Grid Applications},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {21},
  number       = {4},
  pages        = {529--536},
  year         = {2006},
  url          = {https://doi.org/10.1007/s11390-006-0529-3},
  doi          = {10.1007/S11390-006-0529-3},
  timestamp    = {Fri, 27 Oct 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcst/TangLH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ZhangHQXJ06,
  author       = {Xingjun Zhang and
                  Joshua Zhexue Huang and
                  Depei Qian and
                  Jun Xu and
                  Liping Jing},
  editor       = {Xiaofang Zhou and
                  Jianzhong Li and
                  Heng Tao Shen and
                  Masaru Kitsuregawa and
                  Yanchun Zhang},
  title        = {Supplier Categorization with \emph{K}-Means Type Subspace Clustering},
  booktitle    = {Frontiers of {WWW} Research and Development - APWeb 2006, 8th Asia-Pacific
                  Web Conference, Harbin, China, January 16-18, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3841},
  pages        = {226--237},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11610113\_21},
  doi          = {10.1007/11610113\_21},
  timestamp    = {Tue, 03 Dec 2019 08:18:13 +0100},
  biburl       = {https://dblp.org/rec/conf/apweb/ZhangHQXJ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/YeLXHC06,
  author       = {Yunming Ye and
                  Yan Li and
                  Xiaofei Xu and
                  Joshua Zhexue Huang and
                  Xiaojun Chen},
  editor       = {Alexander F. Gelbukh},
  title        = {\emph{MFCRank}: {A} Web Ranking Algorithm Based on Correlation of
                  Multiple Features},
  booktitle    = {Computational Linguistics and Intelligent Text Processing, 7th International
                  Conference, CICLing 2006, Mexico City, Mexico, February 19-25, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3878},
  pages        = {378--388},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11671299\_39},
  doi          = {10.1007/11671299\_39},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cicling/YeLXHC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/WangWHX06,
  author       = {Hongbing Wang and
                  Yifei Wang and
                  Joshua Zhexue Huang and
                  Xun Xu},
  title        = {{SLF4SS:} Facilitating Flexible Services Selection},
  booktitle    = {Proceedings of the 2006 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology - Workshops, Hong Kong, China, 18-22
                  December 2006},
  pages        = {312--315},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/WI-IATW.2006.122},
  doi          = {10.1109/WI-IATW.2006.122},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/WangWHX06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NgLASCH06,
  author       = {Michael K. Ng and
                  Mark Junjie Li and
                  Sio Iong Ao and
                  Pak Chung Sham and
                  Yiu{-}ming Cheung and
                  Joshua Zhexue Huang},
  title        = {Clustering of {SNP} Data with Application to Genomics},
  booktitle    = {Workshops Proceedings of the 6th {IEEE} International Conference on
                  Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {158--162},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDMW.2006.43},
  doi          = {10.1109/ICDMW.2006.43},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/NgLASCH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YeHCZWX06,
  author       = {Yunming Ye and
                  Joshua Zhexue Huang and
                  Xiaojun Chen and
                  Shuigeng Zhou and
                  Graham J. Williams and
                  Xiaofei Xu},
  editor       = {Wee Keong Ng and
                  Masaru Kitsuregawa and
                  Jianzhong Li and
                  Kuiyu Chang},
  title        = {Neighborhood Density Method for Selecting Initial Cluster Centers
                  in K-Means Clustering},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
                  Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3918},
  pages        = {189--198},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11731139\_23},
  doi          = {10.1007/11731139\_23},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/YeHCZWX06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HeDXH06,
  author       = {Zengyou He and
                  Shengchun Deng and
                  Xiaofei Xu and
                  Joshua Zhexue Huang},
  editor       = {Wee Keong Ng and
                  Masaru Kitsuregawa and
                  Jianzhong Li and
                  Kuiyu Chang},
  title        = {A Fast Greedy Algorithm for Outlier Mining},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
                  Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3918},
  pages        = {567--576},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11731139\_67},
  doi          = {10.1007/11731139\_67},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HeDXH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/GaoWH06,
  author       = {Yang Gao and
                  Lei Wu and
                  Joshua Zhexue Huang},
  editor       = {Tzai{-}Der Wang and
                  Xiaodong Li and
                  Shu{-}Heng Chen and
                  Xufa Wang and
                  Hussein A. Abbass and
                  Hitoshi Iba and
                  Guoliang Chen and
                  Xin Yao},
  title        = {Ensemble Learning Classifier System and Compact Ruleset},
  booktitle    = {Simulated Evolution and Learning, 6th International Conference, {SEAL}
                  2006, Hefei, China, October 15-18, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4247},
  pages        = {42--49},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11903697\_6},
  doi          = {10.1007/11903697\_6},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/seal/GaoWH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/ausdm/WangH06,
  author       = {Xingwen Wang and
                  Joshua Zhexue Huang},
  editor       = {Graham J. Williams and
                  Simeon J. Simoff},
  title        = {A Case-Based Data Mining Platform},
  booktitle    = {Data Mining - Theory, Methodology, Techniques, and Applications},
  series       = {Lecture Notes in Computer Science},
  volume       = {3755},
  pages        = {28--38},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11677437\_3},
  doi          = {10.1007/11677437\_3},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/WangH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/HeX05,
  author       = {Zengyou He and
                  Xiaofei Xu and
                  Joshua Zhexue Huang and
                  Shengchun Deng},
  title        = {FP-outlier: Frequent pattern based outlier detection},
  journal      = {Comput. Sci. Inf. Syst.},
  volume       = {2},
  number       = {1},
  pages        = {103--118},
  year         = {2005},
  url          = {https://doi.org/10.2298/CSIS0501103H},
  doi          = {10.2298/CSIS0501103H},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/comsis/HeX05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/GaoRH05,
  author       = {Yang Gao and
                  Hongqiang Rong and
                  Joshua Zhexue Huang},
  title        = {Adaptive grid job scheduling with genetic algorithms},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {21},
  number       = {1},
  pages        = {151--161},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.future.2004.09.033},
  doi          = {10.1016/J.FUTURE.2004.09.033},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/GaoRH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HuangNRL05,
  author       = {Joshua Zhexue Huang and
                  Michael K. Ng and
                  Hongqiang Rong and
                  Zichen Li},
  title        = {Automated Variable Weighting in k-Means Type Clustering},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {27},
  number       = {5},
  pages        = {657--668},
  year         = {2005},
  url          = {https://doi.org/10.1109/TPAMI.2005.95},
  doi          = {10.1109/TPAMI.2005.95},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/HuangNRL05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscwd/ZhangCZHLZ05,
  author       = {Mi Zhang and
                  Zunping Cheng and
                  Yongzun Zhao and
                  Joshua Zhexue Huang and
                  Yinsheng Li and
                  Binyu Zang},
  editor       = {Weiming Shen and
                  Anne E. James and
                  Kuo{-}Ming Chao and
                  Muhammad Younas and
                  Zongkai Lin and
                  Jean{-}Paul A. Barth{\`{e}}s},
  title        = {{ADDI:} an agent-based extension to {UDDI} for supply chain management},
  booktitle    = {Proceedings of the Ninth International Conference on Computer Supported
                  Cooperative Work in Design, {CSCWD} 2005, Volume 1, May 24-26, 2005,
                  Coventry, {UK}},
  pages        = {405--410},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/CSCWD.2005.194206},
  doi          = {10.1109/CSCWD.2005.194206},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cscwd/ZhangCZHLZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GaoHRG05,
  author       = {Yang Gao and
                  Joshua Zhexue Huang and
                  Hongqiang Rong and
                  Daqian Gu},
  editor       = {Franz Rothlauf},
  title        = {Learning classifier system ensemble for data mining},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Workshop
                  Proceedings, Washington DC, USA, June 25-26, 2005},
  pages        = {63--66},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1102256.1102268},
  doi          = {10.1145/1102256.1102268},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/GaoHRG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icebe/HuangTYHL05,
  author       = {Joshua Zhexue Huang and
                  Feilong Tang and
                  Yunming Ye and
                  George Q. Huang and
                  Minglu Li},
  editor       = {Francis C. M. Lau and
                  Hui Lei and
                  Xiaofeng Meng and
                  Min Wang},
  title        = {Ontology-Based E-Catalog Matching for Integration of {GDSN} and EPCglobal
                  Network},
  booktitle    = {2005 {IEEE} International Conference on e-Business Engineering {(ICEBE}
                  2005), 18-21 October 2005, Beijing, China},
  pages        = {212--215},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICEBE.2005.92},
  doi          = {10.1109/ICEBE.2005.92},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icebe/HuangTYHL05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwlcs/GaoHRG05,
  author       = {Yang Gao and
                  Joshua Zhexue Huang and
                  Hongqiang Rong and
                  Daqian Gu},
  editor       = {Tim Kovacs and
                  Xavier Llor{\`{a}} and
                  Keiki Takadama and
                  Pier Luca Lanzi and
                  Wolfgang Stolzmann and
                  Stewart W. Wilson},
  title        = {{LCSE:} Learning Classifier System Ensemble for Incremental Medical
                  Instances},
  booktitle    = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005,
                  Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4399},
  pages        = {93--103},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/978-3-540-71231-2\_7},
  doi          = {10.1007/978-3-540-71231-2\_7},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/iwlcs/GaoHRG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhouZGH05,
  author       = {Shuigeng Zhou and
                  Yue Zhao and
                  Jihong Guan and
                  Joshua Zhexue Huang},
  editor       = {Tu Bao Ho and
                  David Wai{-}Lok Cheung and
                  Huan Liu},
  title        = {A Neighborhood-Based Clustering Algorithm},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
                  Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3518},
  pages        = {361--371},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11430919\_43},
  doi          = {10.1007/11430919\_43},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ZhouZGH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JingNXH05,
  author       = {Liping Jing and
                  Michael K. Ng and
                  Jun Xu and
                  Joshua Zhexue Huang},
  editor       = {Tu Bao Ho and
                  David Wai{-}Lok Cheung and
                  Huan Liu},
  title        = {Subspace Clustering of Text Documents with Feature Weighting \emph{K}-Means
                  Algorithm},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
                  Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3518},
  pages        = {802--812},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11430919\_94},
  doi          = {10.1007/11430919\_94},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/JingNXH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/JingNXH05,
  author       = {Liping Jing and
                  Michael K. Ng and
                  Jun Xu and
                  Joshua Zhexue Huang},
  editor       = {Wenfei Fan and
                  Zhaohui Wu and
                  Jun Yang},
  title        = {On the Performance of Feature Weighting \emph{K}-Means for Text Subspace
                  Clustering},
  booktitle    = {Advances in Web-Age Information Management, 6th International Conference,
                  {WAIM} 2005, Hangzhou, China, October 11-13, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3739},
  pages        = {502--512},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11563952\_44},
  doi          = {10.1007/11563952\_44},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/JingNXH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cominfsys/HuangNW04,
  author       = {Joshua Zhexue Huang and
                  Michael K. Ng and
                  Edmond HaoCun Wu},
  title        = {A data warehousing and data mining framework for web usage management},
  journal      = {Commun. Inf. Syst.},
  volume       = {4},
  number       = {4},
  pages        = {301--324},
  year         = {2004},
  url          = {https://doi.org/10.4310/cis.2004.v4.n4.a3},
  doi          = {10.4310/CIS.2004.V4.N4.A3},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cominfsys/HuangNW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/TangLH04,
  author       = {Feilong Tang and
                  Minglu Li and
                  Joshua Zhexue Huang},
  title        = {Real-time transaction processing for autonomic Grid applications},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {17},
  number       = {7},
  pages        = {799--807},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.engappai.2004.09.002},
  doi          = {10.1016/J.ENGAPPAI.2004.09.002},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/TangLH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HeXHD04,
  author       = {Zengyou He and
                  Xiaofei Xu and
                  Joshua Zhexue Huang and
                  Shengchun Deng},
  title        = {Mining class outliers: concepts, algorithms and applications in {CRM}},
  journal      = {Expert Syst. Appl.},
  volume       = {27},
  number       = {4},
  pages        = {681--697},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.eswa.2004.07.002},
  doi          = {10.1016/J.ESWA.2004.07.002},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/HeXHD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChanCNH04,
  author       = {Elaine Y. Chan and
                  Wai{-}Ki Ching and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  title        = {An optimization algorithm for clustering using weighted dissimilarity
                  measures},
  journal      = {Pattern Recognit.},
  volume       = {37},
  number       = {5},
  pages        = {943--952},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.patcog.2003.11.003},
  doi          = {10.1016/J.PATCOG.2003.11.003},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/ChanCNH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ws/WangHQX04,
  author       = {Hongbing Wang and
                  Joshua Zhexue Huang and
                  Yuzhong Qu and
                  Junyuan Xie},
  title        = {Web services: problems and future directions},
  journal      = {J. Web Semant.},
  volume       = {1},
  number       = {3},
  pages        = {309--320},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.websem.2004.02.001},
  doi          = {10.1016/J.WEBSEM.2004.02.001},
  timestamp    = {Tue, 29 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ws/WangHQX04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/YeMLCH04,
  author       = {Yunming Ye and
                  Fanyuan Ma and
                  Yiming Lu and
                  Matthew Chiu and
                  Joshua Zhexue Huang},
  editor       = {Jeffrey Xu Yu and
                  Xuemin Lin and
                  Hongjun Lu and
                  Yanchun Zhang},
  title        = {iSurfer: {A} Focused Web Crawler Based on Incremental Learning from
                  Positive Samples},
  booktitle    = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference,
                  APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3007},
  pages        = {122--134},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24655-8\_13},
  doi          = {10.1007/978-3-540-24655-8\_13},
  timestamp    = {Mon, 16 Mar 2020 17:44:09 +0100},
  biburl       = {https://dblp.org/rec/conf/apweb/YeMLCH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/WuNH04,
  author       = {Edmond HaoCun Wu and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  editor       = {Jeffrey Xu Yu and
                  Xuemin Lin and
                  Hongjun Lu and
                  Yanchun Zhang},
  title        = {An Efficient Multidimensional Data Model for Web Usage Mining},
  booktitle    = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference,
                  APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3007},
  pages        = {373--383},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24655-8\_40},
  doi          = {10.1007/978-3-540-24655-8\_40},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/apweb/WuNH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GaoHRZ04,
  author       = {Yang Gao and
                  Joshua Zhexue Huang and
                  Hongqiang Rong and
                  Zhi{-}Hua Zhou},
  editor       = {Geoffrey I. Webb and
                  Xinghuo Yu},
  title        = {Meta-game Equilibrium for Multi-agent Reinforcement Learning},
  booktitle    = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
                  Conference on Artificial Intelligence, Cairns, Australia, December
                  4-6, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3339},
  pages        = {930--936},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30549-1\_81},
  doi          = {10.1007/978-3-540-30549-1\_81},
  timestamp    = {Wed, 20 Nov 2019 16:52:44 +0100},
  biburl       = {https://dblp.org/rec/conf/ausai/GaoHRZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WuNH04,
  author       = {Edmond HaoCun Wu and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  editor       = {Yoon{-}Joon Lee and
                  Jianzhong Li and
                  Kyu{-}Young Whang and
                  Doheon Lee},
  title        = {On Improving Website Connectivity by Using Web-Log Data Streams},
  booktitle    = {Database Systems for Advances Applications, 9th International Conference,
                  {DASFAA} 2004, Jeju Island, Korea, March 17-19, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2973},
  pages        = {352--364},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24571-1\_32},
  doi          = {10.1007/978-3-540-24571-1\_32},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/WuNH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcc/CaoLRH04,
  author       = {Lei Cao and
                  Minglu Li and
                  Henry Rong and
                  Joshua Zhexue Huang},
  editor       = {Hai Jin and
                  Yi Pan and
                  Nong Xiao and
                  Jianhua Sun},
  title        = {An Ontology-Based Model for Grid Resource Publication and Discovery},
  booktitle    = {Grid and Cooperative Computing - {GCC} 2004: Third International Conference,
                  Wuhan, China, October 21-24, 2004. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3251},
  pages        = {448--455},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30208-7\_62},
  doi          = {10.1007/978-3-540-30208-7\_62},
  timestamp    = {Fri, 26 Feb 2021 08:55:11 +0100},
  biburl       = {https://dblp.org/rec/conf/gcc/CaoLRH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/WangYHZ04,
  author       = {Xiaoling Wang and
                  Kun Yue and
                  Joshua Zhexue Huang and
                  Aoying Zhou},
  title        = {Service Selection in Dynamic Demand-Driven Web Services},
  booktitle    = {Proceedings of the {IEEE} International Conference on Web Services
                  (ICWS'04), June 6-9, 2004, San Diego, California, {USA}},
  pages        = {376--383},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICWS.2004.1314760},
  doi          = {10.1109/ICWS.2004.1314760},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icws/WangYHZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/TangLHWL04,
  author       = {Feilong Tang and
                  Minglu Li and
                  Joshua Zhexue Huang and
                  Cho{-}Li Wang and
                  Zongwei Luo},
  editor       = {Jiannong Cao and
                  Laurence Tianruo Yang and
                  Minyi Guo and
                  Francis Chi{-}Moon Lau},
  title        = {Petri-Net-Based Coordination Algorithms for Grid Transactions},
  booktitle    = {Parallel and Distributed Processing and Applications, Second InternationalSymposium,
                  {ISPA} 2004, Hong Kong, China, December 13-15, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3358},
  pages        = {499--508},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30566-8\_60},
  doi          = {10.1007/978-3-540-30566-8\_60},
  timestamp    = {Tue, 14 Apr 2020 13:23:10 +0200},
  biburl       = {https://dblp.org/rec/conf/ispa/TangLHWL04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/JingHNR04,
  author       = {Liping Jing and
                  Joshua Zhexue Huang and
                  Michael K. Ng and
                  Hongqiang Rong},
  editor       = {Vicen{\c{c}} Torra and
                  Yasuo Narukawa},
  title        = {A Feature Weighting Approach to Building Classification Models by
                  Interactive Clustering},
  booktitle    = {Modeling Decisions for Artificial Intelligence, First International
                  Conference, {MDAI} 2004, Barcelona, Spain, August 2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3131},
  pages        = {284--294},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27774-3\_27},
  doi          = {10.1007/978-3-540-27774-3\_27},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mdai/JingHNR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldb/YeMRH04,
  author       = {Yunming Ye and
                  Fanyuan Ma and
                  Hongqiang Rong and
                  Joshua Zhexue Huang},
  editor       = {Farid Meziane and
                  Elisabeth M{\'{e}}tais},
  title        = {Enhanced Email Classification Based on Feature Space Enriching},
  booktitle    = {Natural Language Processing and Information Systems, 9th International
                  Conference on Applications of Natural Languages to Information Systems,
                  {NLDB} 2004, Salford, UK, June 23-25, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3136},
  pages        = {299--311},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27779-8\_26},
  doi          = {10.1007/978-3-540-27779-8\_26},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/nldb/YeMRH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/npc/TangLHCW04,
  author       = {Feilong Tang and
                  Minglu Li and
                  Joshua Zhexue Huang and
                  Lei Cao and
                  Yi Wang},
  editor       = {Hai Jin and
                  Guang R. Gao and
                  Zhiwei Xu and
                  Hao Chen},
  title        = {A Real-Time Transaction Approach for Grid Services: {A} Model and
                  Algorithms},
  booktitle    = {Network and Parallel Computing, {IFIP} International Conference, {NPC}
                  2004, Wuhan, China, October 18-20, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3222},
  pages        = {57--64},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30141-7\_11},
  doi          = {10.1007/978-3-540-30141-7\_11},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/npc/TangLHCW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangYHN04,
  author       = {Qiming Huang and
                  Qiang Yang and
                  Joshua Zhexue Huang and
                  Michael K. Ng},
  editor       = {Honghua Dai and
                  Ramakrishnan Srikant and
                  Chengqi Zhang},
  title        = {Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
                  Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3056},
  pages        = {549--558},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24775-3\_65},
  doi          = {10.1007/978-3-540-24775-3\_65},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HuangYHN04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdcat/CaoLRH04,
  author       = {Lei Cao and
                  Minglu Li and
                  Henry Rong and
                  Joshua Zhexue Huang},
  editor       = {Kim{-}Meow Liew and
                  Hong Shen and
                  Simon See and
                  Wentong Cai and
                  Pingzhi Fan and
                  Susumu Horiguchi},
  title        = {A Categorized-Registry Model for Grid Resource Publication and Discovery
                  Using Software Agents},
  booktitle    = {Parallel and Distributed Computing: Applications and Technologies,
                  5th International Conference, {PDCAT} 2004, Singapore, December 8-10,
                  2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3320},
  pages        = {318--321},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30501-9\_67},
  doi          = {10.1007/978-3-540-30501-9\_67},
  timestamp    = {Fri, 12 Jun 2020 16:01:21 +0200},
  biburl       = {https://dblp.org/rec/conf/pdcat/CaoLRH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/YeMRH04,
  author       = {Yunming Ye and
                  Fanyuan Ma and
                  Hongqiang Rong and
                  Joshua Zhexue Huang},
  editor       = {Qing Li and
                  Guoren Wang and
                  Ling Feng},
  title        = {Improved Email Classification through Enriched Feature Space},
  booktitle    = {Advances in Web-Age Information Management: 5th International Conference,
                  {WAIM} 2004, Dalian, China, July 15-17, 2004},
  series       = {Lecture Notes in Computer Science},
  volume       = {3129},
  pages        = {489--498},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27772-9\_49},
  doi          = {10.1007/978-3-540-27772-9\_49},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/YeMRH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/JinXHYZ04,
  author       = {Cheqing Jin and
                  Fang Xiong and
                  Joshua Zhexue Huang and
                  Jeffrey Xu Yu and
                  Aoying Zhou},
  editor       = {Qing Li and
                  Guoren Wang and
                  Ling Feng},
  title        = {Mining Frequent Items in Spatio-temporal Databases},
  booktitle    = {Advances in Web-Age Information Management: 5th International Conference,
                  {WAIM} 2004, Dalian, China, July 15-17, 2004},
  series       = {Lecture Notes in Computer Science},
  volume       = {3129},
  pages        = {549--558},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27772-9\_55},
  doi          = {10.1007/978-3-540-27772-9\_55},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/JinXHYZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/HeHXD04,
  author       = {Zengyou He and
                  Joshua Zhexue Huang and
                  Xiaofei Xu and
                  Shengchun Deng},
  editor       = {Qing Li and
                  Guoren Wang and
                  Ling Feng},
  title        = {Mining Class Outliers: Concepts, Algorithms and Applications},
  booktitle    = {Advances in Web-Age Information Management: 5th International Conference,
                  {WAIM} 2004, Dalian, China, July 15-17, 2004},
  series       = {Lecture Notes in Computer Science},
  volume       = {3129},
  pages        = {589--599},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27772-9\_59},
  doi          = {10.1007/978-3-540-27772-9\_59},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/HeHXD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/HeXHD04,
  author       = {Zengyou He and
                  Xiaofei Xu and
                  Joshua Zhexue Huang and
                  Shengchun Deng},
  editor       = {Qing Li and
                  Guoren Wang and
                  Ling Feng},
  title        = {A Frequent Pattern Discovery Method for Outlier Detection},
  booktitle    = {Advances in Web-Age Information Management: 5th International Conference,
                  {WAIM} 2004, Dalian, China, July 15-17, 2004},
  series       = {Lecture Notes in Computer Science},
  volume       = {3129},
  pages        = {726--732},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27772-9\_80},
  doi          = {10.1007/978-3-540-27772-9\_80},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/HeXHD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0412058,
  author       = {Zengyou He and
                  Xiaofei Xu and
                  Shengchun Deng and
                  Joshua Zhexue Huang},
  title        = {Clustering Categorical Data Streams},
  journal      = {CoRR},
  volume       = {abs/cs/0412058},
  year         = {2004},
  url          = {http://arxiv.org/abs/cs/0412058},
  eprinttype    = {arXiv},
  eprint       = {cs/0412058},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0412058.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/classification/HuangN03,
  author       = {Zhexue Huang and
                  Michael K. Ng},
  title        = {A Note on K-modes Clustering},
  journal      = {J. Classif.},
  volume       = {20},
  number       = {2},
  pages        = {257--261},
  year         = {2003},
  url          = {https://doi.org/10.1007/s00357-003-0014-4},
  doi          = {10.1007/S00357-003-0014-4},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/classification/HuangN03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdet/ShenHYYH03,
  author       = {Ruimin Shen and
                  Peng Han and
                  Fan Yang and
                  Qiang Yang and
                  Joshua Zhexue Huang},
  title        = {Data Mining and Case-Based Reasoning for Distance Learning},
  journal      = {Int. J. Distance Educ. Technol.},
  volume       = {1},
  number       = {3},
  pages        = {46--58},
  year         = {2003},
  url          = {https://doi.org/10.4018/jdet.2003070104},
  doi          = {10.4018/JDET.2003070104},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdet/ShenHYYH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/YangHN03,
  author       = {Qiang Yang and
                  Joshua Zhexue Huang and
                  Michael K. Ng},
  title        = {A Data Cube Model for Prediction-Based Web Prefetching},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {20},
  number       = {1},
  pages        = {1--30},
  year         = {2003},
  url          = {https://doi.org/10.1023/A:1020990805004},
  doi          = {10.1023/A:1020990805004},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/YangHN03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/YangHZX03,
  author       = {Jie Yang and
                  Joshua Zhexue Huang and
                  Ning Zhang and
                  Zhuoqun Xu},
  editor       = {Tam{\'{a}}s D. Gedeon and
                  Lance Chun Che Fung},
  title        = {{C3:} {A} New Learning Scheme to Improve Classification of Rare Category
                  Emails},
  booktitle    = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
                  on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2903},
  pages        = {747--758},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-24581-0\_64},
  doi          = {10.1007/978-3-540-24581-0\_64},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ausai/YangHZX03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/TingNRH03,
  author       = {Jessica K. Ting and
                  Michael K. Ng and
                  Hongqiang Rong and
                  Joshua Zhexue Huang},
  title        = {Statistical models for time sequences data mining},
  booktitle    = {2003 {IEEE} International Conference on Computational Intelligence
                  for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003},
  pages        = {347--354},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/CIFER.2003.1196281},
  doi          = {10.1109/CIFER.2003.1196281},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/TingNRH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcc/GaoRTLH03,
  author       = {Yang Gao and
                  Hongqiang Rong and
                  Frank Tong and
                  Zongwei Luo and
                  Joshua Zhexue Huang},
  editor       = {Minglu Li and
                  Xian{-}He Sun and
                  Qianni Deng and
                  Jun Ni},
  title        = {Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm},
  booktitle    = {Grid and Cooperative Computing, Second International Workshop, {GCC}
                  2003, Shanghai, China, December 7-10, 2003, Revised Papers, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3033},
  pages        = {65--72},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-24680-0\_9},
  doi          = {10.1007/978-3-540-24680-0\_9},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/gcc/GaoRTLH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/HeRLHT03,
  author       = {Jieyue He and
                  Hongqiang Rong and
                  Zongwei Luo and
                  Joshua Zhexue Huang and
                  Frank Tong},
  editor       = {Mario Jeckle and
                  Liang{-}Jie Zhang},
  title        = {Uni-Grid P{\&}T: {A} Toolkit for Building Customizable Grid Portals},
  booktitle    = {Web Services - ICWS-Europe 2003, International Conference ICWS-Europe
                  2003, Erfurt, Germany, September 23-24, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2853},
  pages        = {198--212},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39872-1\_16},
  doi          = {10.1007/978-3-540-39872-1\_16},
  timestamp    = {Tue, 14 May 2019 10:00:39 +0200},
  biburl       = {https://dblp.org/rec/conf/icws/HeRLHT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwl/ShenHYYH02,
  author       = {Ruimin Shen and
                  Peng Han and
                  Fan Yang and
                  Qiang Yang and
                  Joshua Zhexue Huang},
  editor       = {Joseph Fong and
                  Ronnie Chu Ting Cheung and
                  Hong Va Leong and
                  Qing Li},
  title        = {An Open Framework for Smart and Personalized Distance Learning},
  booktitle    = {Advances in Web-Based Learning, First International Conference, {ICWL}
                  2002, Hong Kong, China, August 17-19, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2436},
  pages        = {19--30},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45689-9\_2},
  doi          = {10.1007/3-540-45689-9\_2},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icwl/ShenHYYH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NgH02,
  author       = {Michael K. Ng and
                  Joshua Zhexue Huang},
  editor       = {Ming{-}Shan Cheng and
                  Philip S. Yu and
                  Bing Liu},
  title        = {M-FastMap: {A} Modified FastMap Algorithm for Visual Cluster Validation
                  in Data Mining},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
                  Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2336},
  pages        = {224--236},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-47887-6\_22},
  doi          = {10.1007/3-540-47887-6\_22},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/NgH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HuangNC01,
  author       = {Zhexue Huang and
                  Michael K. Ng and
                  David Wai{-}Lok Cheung},
  title        = {An Empirical Study on the Visual Cluster Validation Method with Fastmap},
  booktitle    = {Database Systems for Advanced Applications, Proceedings of the 7th
                  International Conference on Database Systems for Advanced Applications
                  {(DASFAA} 2001), 18-20 April 2001 - Hong Kong, China},
  pages        = {84--91},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/DASFAA.2001.916368},
  doi          = {10.1109/DASFAA.2001.916368},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/HuangNC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangNCNC01,
  author       = {Joshua Zhexue Huang and
                  Michael K. Ng and
                  Wai{-}Ki Ching and
                  Joe Ng and
                  David Wai{-}Lok Cheung},
  editor       = {Ron Kohavi and
                  Brij M. Masand and
                  Myra Spiliopoulou and
                  Jaideep Srivastava},
  title        = {A Cube Model and Cluster Analysis for Web Access Sessions},
  booktitle    = {{WEBKDD} 2001 - Mining Web Log Data Across All Customers Touch Points,
                  Third International Workshop, San Francisco, CA, USA, August 26, 2001,
                  Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2356},
  pages        = {48--67},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45640-6\_3},
  doi          = {10.1007/3-540-45640-6\_3},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/HuangNCNC01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuNH01,
  author       = {Jeffrey Xu Yu and
                  Michael K. Ng and
                  Joshua Zhexue Huang},
  editor       = {David Wai{-}Lok Cheung and
                  Graham J. Williams and
                  Qing Li},
  title        = {Patterns Discovery Based on Time-Series Decomposition},
  booktitle    = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
                  Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2035},
  pages        = {336--347},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45357-1\_36},
  doi          = {10.1007/3-540-45357-1\_36},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/YuNH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/HuangNLC00,
  author       = {Zhexue Huang and
                  Michael K. Ng and
                  Tao Lin and
                  David Wai{-}Lok Cheung},
  editor       = {Kwong{-}Sak Leung and
                  Lai{-}Wan Chan and
                  Helen Meng},
  title        = {An Interactive Approach to Building Classification Models by Clustering
                  and Cluster Validation},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2000,
                  Data Mining, Financial Engineering, and Intelligent Agents, Second
                  International Conference, Shatin, {N.T.} Hong Kong, China, December
                  13-15, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1983},
  pages        = {23--28},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44491-2\_4},
  doi          = {10.1007/3-540-44491-2\_4},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/HuangNLC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangL00,
  author       = {Zhexue Huang and
                  Tao Lin},
  editor       = {Takao Terano and
                  Huan Liu and
                  Arbee L. P. Chen},
  title        = {A Visual Method of Cluster Validation with Fastmap},
  booktitle    = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
                  4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
                  2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1805},
  pages        = {153--164},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45571-X\_18},
  doi          = {10.1007/3-540-45571-X\_18},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HuangL00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/HeKVH00,
  author       = {Hongxing He and
                  Hari Koesmarno and
                  Thach Van and
                  Zhexue Huang},
  editor       = {Riichiro Mizoguchi and
                  John K. Slaney},
  title        = {Data Mining in Disease Management - {A} Diabetes Case Study},
  booktitle    = {{PRICAI} 2000, Topics in Artificial Intelligence, 6th Pacific Rim
                  International Conference on Artificial Intelligence, Melbourne, Australia,
                  August 28 - September 1, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1886},
  pages        = {799},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44533-1\_88},
  doi          = {10.1007/3-540-44533-1\_88},
  timestamp    = {Sat, 07 Sep 2019 11:59:26 +0200},
  biburl       = {https://dblp.org/rec/conf/pricai/HeKVH00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/NgH99,
  author       = {Michael K. Ng and
                  Zhexue Huang},
  title        = {Data-mining massive time series astronomical data: challenges, problems
                  and solutions},
  journal      = {Inf. Softw. Technol.},
  volume       = {41},
  number       = {9},
  pages        = {545--556},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0950-5849(99)00018-X},
  doi          = {10.1016/S0950-5849(99)00018-X},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/infsof/NgH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/HuangN99,
  author       = {Zhexue Huang and
                  Michael K. Ng},
  title        = {A fuzzy k-modes algorithm for clustering categorical data},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {7},
  number       = {4},
  pages        = {446--452},
  year         = {1999},
  url          = {https://doi.org/10.1109/91.784206},
  doi          = {10.1109/91.784206},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tfs/HuangN99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Huang98,
  author       = {Zhexue Huang},
  title        = {Extensions to the k-Means Algorithm for Clustering Large Data Sets
                  with Categorical Values},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {2},
  number       = {3},
  pages        = {283--304},
  year         = {1998},
  url          = {https://doi.org/10.1023/A:1009769707641},
  doi          = {10.1023/A:1009769707641},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/Huang98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NgHH98,
  author       = {Michael K. Ng and
                  Zhexue Huang and
                  Markus Hegland},
  editor       = {Xindong Wu and
                  Kotagiri Ramamohanarao and
                  Kevin B. Korb},
  title        = {Data-Mining Massive Time Series Astronomical Data Sets - {A} Case
                  Study},
  booktitle    = {Research and Development in Knowledge Discovery and Data Mining, Second
                  Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17,
                  1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1394},
  pages        = {401--402},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/3-540-64383-4\_43},
  doi          = {10.1007/3-540-64383-4\_43},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/NgHH98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/HeH97,
  author       = {Hongxing He and
                  Zhexue Huang},
  editor       = {Abdul Sattar},
  title        = {Boosting Neural Networks in Real Worls Applications: An Empirical
                  Study},
  booktitle    = {Advanced Topics in Artificial Intelligence, 10th Australian Joint
                  Conference on Artificial Intelligence, {AI} '97, Perth, Australia,
                  November 30 - December 4, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1342},
  pages        = {321--329},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63797-4\_85},
  doi          = {10.1007/3-540-63797-4\_85},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ausai/HeH97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/WilliamsH97,
  author       = {Graham J. Williams and
                  Zhexue Huang},
  editor       = {Abdul Sattar},
  title        = {Mining the Knowledge Mine: The Hot Spots Methodology for Mining Large
                  Real World Databases},
  booktitle    = {Advanced Topics in Artificial Intelligence, 10th Australian Joint
                  Conference on Artificial Intelligence, {AI} '97, Perth, Australia,
                  November 30 - December 4, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1342},
  pages        = {340--348},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63797-4\_87},
  doi          = {10.1007/3-540-63797-4\_87},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ausai/WilliamsH97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/Huang97,
  author       = {Zhexue Huang},
  title        = {A Fast Clustering Algorithm to Cluster Very Large Categorical Data
                  Sets in Data Mining},
  booktitle    = {Workshop on Research Issues on Data Mining and Knowledge Discovery,
                  {DMKD} 1997 in cooperation with {ACM} SIGMOD'97, Tucson, Arizona,
                  USA, May 11, 1997},
  year         = {1997},
  timestamp    = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkd/Huang97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/HuangS93,
  author       = {Zhexue Huang and
                  Per Svensson},
  editor       = {David J. Abel and
                  Beng Chin Ooi},
  title        = {Neighborhood Query and Analysis with GeoSAL, a Spatial Database Language},
  booktitle    = {Advances in Spatial Databases, Third International Symposium, SSD'93,
                  Singapore, June 23-25, 1993, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {692},
  pages        = {413--436},
  publisher    = {Springer},
  year         = {1993},
  url          = {https://doi.org/10.1007/3-540-56869-7\_23},
  doi          = {10.1007/3-540-56869-7\_23},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ssd/HuangS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/HuangSH92,
  author       = {Zhexue Huang and
                  Per Svensson and
                  Hans Hauska},
  editor       = {Hans Hinterberger and
                  James C. French},
  title        = {Solving Spatial Analysis Problems with GeoSAL, {A} Spatial Query Language},
  booktitle    = {Proceedings of the 6th Int. Working Conf. on Scientific and Statistical
                  Database Management, Monte Verita, Switzerland, 1992},
  pages        = {1--17},
  publisher    = {Institut f. Wissenschaftliches Rechnen Eidgenoessische Technische
                  Hochschule Z{\"{u}}rich},
  year         = {1992},
  timestamp    = {Thu, 04 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/HuangSH92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/SvenssonH91,
  author       = {Per Svensson and
                  Zhexue Huang},
  editor       = {Oliver G{\"{u}}nther and
                  Hans{-}J{\"{o}}rg Schek},
  title        = {Geo-SAL: {A} Query Language for Spatial Data Analysis},
  booktitle    = {Advances in Spatial Databases, Second International Symposium, SSD'91,
                  Z{\"{u}}rich, Switzerland, August 28-30, 1991, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {525},
  pages        = {119--140},
  publisher    = {Springer},
  year         = {1991},
  url          = {https://doi.org/10.1007/3-540-54414-3\_35},
  doi          = {10.1007/3-540-54414-3\_35},
  timestamp    = {Mon, 25 Oct 2021 17:08:24 +0200},
  biburl       = {https://dblp.org/rec/conf/ssd/SvenssonH91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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