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@article{DBLP:journals/sadm/ArdakaniAES20, author = {Omid M. Ardakani and Majid Asadi and Nader Ebrahimi and Ehsan S. Soofi}, title = {{MR} plot: {A} big data tool for distinguishing distributions}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {405--418}, year = {2020}, url = {https://doi.org/10.1002/sam.11464}, doi = {10.1002/SAM.11464}, timestamp = {Thu, 20 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/ArdakaniAES20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/BanerjeeLL20, author = {Buddhananda Banerjee and Arnab K. Laha and Arjun Lakra}, title = {Data-driven dimension reduction in functional principal component analysis identifying the change-point in functional data}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {6}, pages = {529--536}, year = {2020}, url = {https://doi.org/10.1002/sam.11471}, doi = {10.1002/SAM.11471}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/BanerjeeLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/BetzGHRW20, author = {Margaret Betz and Ellen Gundlach and Elizabett Hillery and Jenna L. Rickus and Mark Daniel Ward}, title = {The next wave: We will all be data scientists}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {6}, pages = {544--547}, year = {2020}, url = {https://doi.org/10.1002/sam.11476}, doi = {10.1002/SAM.11476}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/BetzGHRW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/BostanogluO20, author = {Belgin Ergen{\c{c}} Bostanoglu and Ahmet Cumhur {\"{O}}zt{\"{u}}rk}, title = {Minimizing information loss in shared data: Hiding frequent patterns with multiple sensitive support thresholds}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {309--323}, year = {2020}, url = {https://doi.org/10.1002/sam.11458}, doi = {10.1002/SAM.11458}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/BostanogluO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/CaiGJ20, author = {Haiyan Cai and Bryan Goggin and Qingtang Jiang}, title = {Two-sample test based on classification probability}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {5--13}, year = {2020}, url = {https://doi.org/10.1002/sam.11438}, doi = {10.1002/SAM.11438}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/CaiGJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/DvorakHN20, author = {Jir{\'{\i}} Dvor{\'{a}}k and S{\'{a}}rka Hudecov{\'{a}} and Stanislav Nagy}, title = {Clover plot: Versatile visualization in nonparametric classification}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {6}, pages = {548--564}, year = {2020}, url = {https://doi.org/10.1002/sam.11481}, doi = {10.1002/SAM.11481}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/DvorakHN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/Fawzy20, author = {Mohamad A. Fawzy}, title = {Prediction of Kumaraswamy distribution in constant-stress model based on type-I hybrid censored data}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {205--215}, year = {2020}, url = {https://doi.org/10.1002/sam.11452}, doi = {10.1002/SAM.11452}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/Fawzy20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/GartonNC20, author = {Nathaniel Garton and Jarad Niemi and Alicia L. Carriquiry}, title = {Knot selection in sparse Gaussian processes with a variational objective function}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {324--336}, year = {2020}, url = {https://doi.org/10.1002/sam.11459}, doi = {10.1002/SAM.11459}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/GartonNC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/GregoryJ20, author = {Alastair Gregory and Kaushik Jana}, title = {Space-efficient estimation of empirical tail dependence coefficients for bivariate data streams}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {14--30}, year = {2020}, url = {https://doi.org/10.1002/sam.11439}, doi = {10.1002/SAM.11439}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/GregoryJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/HuangLCCHLCW20, author = {Guan{-}Hua Huang and Chih{-}Hsuan Lin and Yu{-}Ren Cai and Tai{-}Been Chen and Shih{-}Yen Hsu and Nan{-}Han Lu and Huei{-}Yung Chen and Yi{-}Chen Wu}, title = {Multiclass machine learning classification of functional brain images for Parkinson's disease stage prediction}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {508--523}, year = {2020}, url = {https://doi.org/10.1002/sam.11480}, doi = {10.1002/SAM.11480}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/HuangLCCHLCW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/Jastrzebska20, author = {Agnieszka Jastrzebska}, title = {Lagged encoding for image-based time series classification using convolutional neural networks}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {245--260}, year = {2020}, url = {https://doi.org/10.1002/sam.11455}, doi = {10.1002/SAM.11455}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/Jastrzebska20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/JiWL20, author = {Zhi Ji and Yang Wei and Zhouping Li}, title = {{SURE} estimates for high dimensional classification}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {423--436}, year = {2020}, url = {https://doi.org/10.1002/sam.11472}, doi = {10.1002/SAM.11472}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/JiWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/JungWLW20, author = {Luann C. Jung and Haiyan Wang and Xukun Li and Cen Wu}, title = {A machine learning method for selection of genetic variants to increase prediction accuracy of type 2 diabetes mellitus using sequencing data}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {261--281}, year = {2020}, url = {https://doi.org/10.1002/sam.11456}, doi = {10.1002/SAM.11456}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/JungWLW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/KangHL20, author = {Yanfei Kang and Rob J. Hyndman and Feng Li}, title = {{GRATIS:} GeneRAting TIme Series with diverse and controllable characteristics}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {354--376}, year = {2020}, url = {https://doi.org/10.1002/sam.11461}, doi = {10.1002/SAM.11461}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/KangHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/KielyB20, author = {Timothy J. Kiely and Nathaniel D. Bastian}, title = {The spatially conscious machine learning model}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {31--49}, year = {2020}, url = {https://doi.org/10.1002/sam.11440}, doi = {10.1002/SAM.11440}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/KielyB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/LarkinM20, author = {Taylor Larkin and Denise Johnson McManus}, title = {An analytical toast to wine: Using stacked generalization to predict wine preference}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {451--464}, year = {2020}, url = {https://doi.org/10.1002/sam.11474}, doi = {10.1002/SAM.11474}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/LarkinM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/LeC20, author = {Tri Le and Bertrand S. Clarke}, title = {In praise of partially interpretable predictors}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {113--133}, year = {2020}, url = {https://doi.org/10.1002/sam.11450}, doi = {10.1002/SAM.11450}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/LeC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/LiangCS20, author = {Jiaxi Liang and Shoja'eddin Chenouri and Christopher G. Small}, title = {A new method for performance analysis in nonlinear dimensionality reduction}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {98--108}, year = {2020}, url = {https://doi.org/10.1002/sam.11445}, doi = {10.1002/SAM.11445}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/LiangCS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/LinL20, author = {Zhenfeng Lin and James P. Long}, title = {A flexible procedure for mixture proportion estimation in positive-unlabeled learning}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {178--187}, year = {2020}, url = {https://doi.org/10.1002/sam.11447}, doi = {10.1002/SAM.11447}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sadm/LinL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/MartinoGP20, author = {Andrea Martino and Giuseppina Guatteri and Anna Maria Paganoni}, title = {Multivariate Hidden Markov Models for disease progression}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {499--507}, year = {2020}, url = {https://doi.org/10.1002/sam.11479}, doi = {10.1002/SAM.11479}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/MartinoGP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/Menardi20, author = {Giovanna Menardi}, title = {Nonparametric clustering for image segmentation}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {83--97}, year = {2020}, url = {https://doi.org/10.1002/sam.11444}, doi = {10.1002/SAM.11444}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/Menardi20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/Mohammadi20, author = {Shapour Mohammadi}, title = {Neural network for univariate and multivariate nonlinearity tests}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {50--70}, year = {2020}, url = {https://doi.org/10.1002/sam.11441}, doi = {10.1002/SAM.11441}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/Mohammadi20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/MohammedDZ20, author = {Shariq Mohammed and Dipak K. Dey and Yuping Zhang}, title = {Classification of high-dimensional electroencephalography data with location selection using structured spike-and-slab prior}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {465--481}, year = {2020}, url = {https://doi.org/10.1002/sam.11477}, doi = {10.1002/SAM.11477}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/MohammedDZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/NajafiPMNR20, author = {Fatemeh Najafi and Hamid Parvin and Kamal Mirzaie and Samad Nejatian and Vahideh Rezaie}, title = {Dependability-based cluster weighting in clustering ensemble}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {151--164}, year = {2020}, url = {https://doi.org/10.1002/sam.11451}, doi = {10.1002/SAM.11451}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/NajafiPMNR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/NowakowskaBP20, author = {Marzena Nowakowska and Karolina Beben and Michal Pajecki}, title = {Use of data mining in a two-step process of profiling student preferences in relation to the enhancement of English as a foreign language teaching}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {482--498}, year = {2020}, url = {https://doi.org/10.1002/sam.11478}, doi = {10.1002/SAM.11478}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/NowakowskaBP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/ParkC20, author = {Soyoung Park and Alicia L. Carriquiry}, title = {An algorithm to compare two-dimensional footwear outsole images using maximum cliques and speeded-up robust feature}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {188--199}, year = {2020}, url = {https://doi.org/10.1002/sam.11449}, doi = {10.1002/SAM.11449}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/ParkC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/PatsolicPLP20, author = {Heather G. Patsolic and Youngser Park and Vince Lyzinski and Carey E. Priebe}, title = {Vertex nomination via seeded graph matching}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {229--244}, year = {2020}, url = {https://doi.org/10.1002/sam.11454}, doi = {10.1002/SAM.11454}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/PatsolicPLP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/PritchardL20, author = {David Pritchard and Yufeng Liu}, title = {Composite quantile-based classifiers}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {337--353}, year = {2020}, url = {https://doi.org/10.1002/sam.11460}, doi = {10.1002/SAM.11460}, timestamp = {Mon, 08 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/PritchardL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/SageGN20, author = {Andrew J. Sage and Ulrike Genschel and Dan Nettleton}, title = {Tree aggregation for random forest class probability estimation}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {134--150}, year = {2020}, url = {https://doi.org/10.1002/sam.11446}, doi = {10.1002/SAM.11446}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/SageGN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/ShengY20, author = {Wenhui Sheng and Qingcong Yuan}, title = {Sufficient dimension folding in regression via distance covariance for matrix-valued predictors}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {1}, pages = {71--82}, year = {2020}, url = {https://doi.org/10.1002/sam.11442}, doi = {10.1002/SAM.11442}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/ShengY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/SinghGS20, author = {Deepika Singh and Anjana Gosain and Anju Saha}, title = {Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {394--404}, year = {2020}, url = {https://doi.org/10.1002/sam.11463}, doi = {10.1002/SAM.11463}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/SinghGS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/SpergerFJBMK20, author = {John Sperger and Nikki L. B. Freeman and Xiaotong Jiang and David Bang and Daniel de Marchi and Michael R. Kosorok}, title = {The future of precision health is data-driven decision support}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {6}, pages = {537--543}, year = {2020}, url = {https://doi.org/10.1002/sam.11475}, doi = {10.1002/SAM.11475}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/SpergerFJBMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/TranW20, author = {Vanha Tran and Lizhen Wang}, title = {Delaunay triangulation-based spatial colocation pattern mining without distance thresholds}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {282--304}, year = {2020}, url = {https://doi.org/10.1002/sam.11457}, doi = {10.1002/SAM.11457}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sadm/TranW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/Tsai20, author = {Chih{-}Fong Tsai}, title = {Two-stage hybrid learning techniques for bankruptcy prediction}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {6}, pages = {565--572}, year = {2020}, url = {https://doi.org/10.1002/sam.11482}, doi = {10.1002/SAM.11482}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/Tsai20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/WangLML20, author = {Ling Wang and Kang Li and Qian Ma and Yanrong Lu}, title = {Hybrid dynamic learning mechanism for multivariate time series segmentation}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {2}, pages = {165--177}, year = {2020}, url = {https://doi.org/10.1002/sam.11448}, doi = {10.1002/SAM.11448}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/WangLML20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/WuY20, author = {Yufei Wu and Guan Yu}, title = {Weighted linear programming discriminant analysis for high-dimensional binary classification}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {5}, pages = {437--450}, year = {2020}, url = {https://doi.org/10.1002/sam.11473}, doi = {10.1002/SAM.11473}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sadm/WuY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/YuGH20, author = {Youjiao Yu and Brian P. Gorman and Amanda S. Hering}, title = {Objective identification of local spatial structure for material characterization}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {4}, pages = {377--393}, year = {2020}, url = {https://doi.org/10.1002/sam.11462}, doi = {10.1002/SAM.11462}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/YuGH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/ZhouZ20, author = {Xiaoying Zhou and Feipeng Zhang}, title = {Bent line quantile regression via a smoothing technique}, journal = {Stat. Anal. Data Min.}, volume = {13}, number = {3}, pages = {216--228}, year = {2020}, url = {https://doi.org/10.1002/sam.11453}, doi = {10.1002/SAM.11453}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/ZhouZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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