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@article{DBLP:journals/isci/Arevalillo21,
author = {Jorge M. Arevalillo},
title = {Ensemble learning from model based trees with application to differential
price sensitivity assessment},
journal = {Inf. Sci.},
volume = {557},
pages = {16--33},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.039},
doi = {10.1016/J.INS.2020.12.039},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Arevalillo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CarcilloBCKOB21,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Yacine Kessaci and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
title = {Combining unsupervised and supervised learning in credit card fraud
detection},
journal = {Inf. Sci.},
volume = {557},
pages = {317--331},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.05.042},
doi = {10.1016/J.INS.2019.05.042},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CarcilloBCKOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ChengSWGX21,
author = {Hongju Cheng and
Yushi Shi and
Leihuo Wu and
Yingya Guo and
Naixue Xiong},
title = {An intelligent scheme for big data recovery in Internet of Things
based on Multi-Attribute assistance and Extremely randomized trees},
journal = {Inf. Sci.},
volume = {557},
pages = {66--83},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.041},
doi = {10.1016/J.INS.2020.12.041},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ChengSWGX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ErdoganOA21,
author = {Birsen Eygi Erdogan and
S{\"{u}}reyya {\"{O}}z{\"{o}}g{\"{u}}r{-}Aky{\"{u}}z and
Pinar Karadayi Atas},
title = {A novel approach for panel data: An ensemble of weighted functional
margin {SVM} models},
journal = {Inf. Sci.},
volume = {557},
pages = {373--381},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.02.045},
doi = {10.1016/J.INS.2019.02.045},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ErdoganOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GuptaK21,
author = {Samrat Gupta and
Pradeep Kumar},
title = {A constrained agglomerative clustering approach for unipartite and
bipartite networks with application to credit networks},
journal = {Inf. Sci.},
volume = {557},
pages = {332--354},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.12.085},
doi = {10.1016/J.INS.2019.12.085},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GuptaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HanLLG21,
author = {Xixian Han and
Xianmin Liu and
Jianzhong Li and
Hong Gao},
title = {Efficient top-k high utility itemset mining on massive data},
journal = {Inf. Sci.},
volume = {557},
pages = {382--406},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.028},
doi = {10.1016/J.INS.2020.08.028},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HanLLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/InacioIG21,
author = {Marco Henrique de Almeida In{\'{a}}cio and
Rafael Izbicki and
B{\'{a}}lint Gyires{-}T{\'{o}}th},
title = {Distance assessment and analysis of high-dimensional samples using
variational autoencoders},
journal = {Inf. Sci.},
volume = {557},
pages = {407--420},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.06.065},
doi = {10.1016/J.INS.2020.06.065},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/InacioIG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KuoZQ21,
author = {Ren{-}Jieh Kuo and
Y. R. Zheng and
Nguyen Thi Phuong Quyen},
title = {Metaheuristic-based possibilistic fuzzy \emph{k}-modes algorithms
for categorical data clustering},
journal = {Inf. Sci.},
volume = {557},
pages = {1--15},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.051},
doi = {10.1016/J.INS.2020.12.051},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/KuoZQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LaxRF21,
author = {Gianluca Lax and
Antonia Russo and
Lara Saidia Fasc{\`{\i}}},
title = {A Blockchain-based approach for matching desired and real privacy
settings of social network users},
journal = {Inf. Sci.},
volume = {557},
pages = {220--235},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.004},
doi = {10.1016/J.INS.2021.01.004},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LaxRF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LessmannHCB21,
author = {Stefan Lessmann and
Johannes Haupt and
Kristof Coussement and
Koen W. De Bock},
title = {Targeting customers for profit: An ensemble learning framework to
support marketing decision-making},
journal = {Inf. Sci.},
volume = {557},
pages = {286--301},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.05.027},
doi = {10.1016/J.INS.2019.05.027},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LessmannHCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Linares-Mustaros21,
author = {Salvador Linares{-}Mustar{\'{o}}s and
Joan Carles Ferrer{-}Comalat and
Dolors Corominas Coll and
Jos{\'{e}} M. Merig{\'{o}}},
title = {The weighted average multiexperton},
journal = {Inf. Sci.},
volume = {557},
pages = {355--372},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.029},
doi = {10.1016/J.INS.2020.08.029},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Linares-Mustaros21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuXZR21,
author = {Nana Liu and
Zeshui Xu and
Xiao{-}Jun Zeng and
Peijia Ren},
title = {An agglomerative hierarchical clustering algorithm for linear ordinal
rankings},
journal = {Inf. Sci.},
volume = {557},
pages = {170--193},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.056},
doi = {10.1016/J.INS.2020.12.056},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiuXZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MaLWHH21,
author = {Yan Ma and
Hongren Lin and
Yan Wang and
Hui Huang and
Xiaofu He},
title = {A multi-stage hierarchical clustering algorithm based on centroid
of tree and cut edge constraint},
journal = {Inf. Sci.},
volume = {557},
pages = {194--219},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.016},
doi = {10.1016/J.INS.2020.12.016},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MaLWHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MitrovicBLW21,
author = {Sandra Mitrovic and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
title = {tcc2vec: RFM-informed representation learning on call graphs for churn
prediction},
journal = {Inf. Sci.},
volume = {557},
pages = {270--285},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.02.044},
doi = {10.1016/J.INS.2019.02.044},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MitrovicBLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SarencheSAA21,
author = {Roozbeh Sarenche and
Mahmoud Salmasizadeh and
Mohammad Hassan Ameri and
Mohammad Reza Aref},
title = {A secure and privacy-preserving protocol for holding double auctions
in smart grid},
journal = {Inf. Sci.},
volume = {557},
pages = {108--129},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.038},
doi = {10.1016/J.INS.2020.12.038},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SarencheSAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SilvaLCS21,
author = {Lu{\'{\i}}s F. P. Silva and
Valter J. S. Leite and
Eug{\^{e}}nio B. Castelan and
Carla de Souza},
title = {Regional input-to-state stabilization of fuzzy state-delayed discrete-time
systems with saturating actuators},
journal = {Inf. Sci.},
volume = {557},
pages = {250--267},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.043},
doi = {10.1016/J.INS.2020.12.043},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SilvaLCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SunKQ21,
author = {Kangkang Sun and
Hamid Reza Karimi and
Jianbin Qiu},
title = {Finite-time fuzzy adaptive quantized output feedback control of triangular
structural systems},
journal = {Inf. Sci.},
volume = {557},
pages = {153--169},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.059},
doi = {10.1016/J.INS.2020.12.059},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SunKQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TianW21,
author = {Yufeng Tian and
Zhanshan Wang},
title = {A switched fuzzy filter approach to H{\(\infty\)} filtering for Takagi-Sugeno
fuzzy Markov jump systems with time delay: The continuous-time case},
journal = {Inf. Sci.},
volume = {557},
pages = {236--249},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.018},
doi = {10.1016/J.INS.2021.01.018},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/TianW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XiaCY21,
author = {Yuelong Xia and
Ke Chen and
Yun Yang},
title = {Multi-label classification with weighted classifier selection and
stacked ensemble},
journal = {Inf. Sci.},
volume = {557},
pages = {421--442},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.06.017},
doi = {10.1016/J.INS.2020.06.017},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XiaCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YatesI21,
author = {Darren Yates and
Md Zahidul Islam},
title = {FastForest: Increasing random forest processing speed while maintaining
accuracy},
journal = {Inf. Sci.},
volume = {557},
pages = {130--152},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.067},
doi = {10.1016/J.INS.2020.12.067},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YatesI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YinZ21,
author = {Fanghao Yin and
Yi Zhao},
title = {Optimizing vehicle routing via Stackelberg game framework and distributionally
robust equilibrium optimization method},
journal = {Inf. Sci.},
volume = {557},
pages = {84--107},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.057},
doi = {10.1016/J.INS.2020.12.057},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YinZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangHXW21,
author = {Xinwei Zhang and
Yaoci Han and
Wei Xu and
Qili Wang},
title = {{HOBA:} {A} novel feature engineering methodology for credit card
fraud detection with a deep learning architecture},
journal = {Inf. Sci.},
volume = {557},
pages = {302--316},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.05.023},
doi = {10.1016/J.INS.2019.05.023},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhangHXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangLC21,
author = {Tong Zhang and
Yikai Li and
C. L. Philip Chen},
title = {Edge computing and its role in Industrial Internet: Methodologies,
applications, and future directions},
journal = {Inf. Sci.},
volume = {557},
pages = {34--65},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.021},
doi = {10.1016/J.INS.2020.12.021},
timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhangLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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