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Statistical Analysis and Data Mining

Short Title: Stat. Anal. Data Min.
Publisher: Wiley, Hoboken, NJ
ISSN: 1932-1864; 1932-1872/e
Online: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1932-1872/issues
Comments: Published electronic only as of Vol. 7 (2014). Print ISSN until then: 1932-1864.
Documents Indexed: 427 Publications (since 2008)
References Indexed: 264 Publications with 9,379 References.
all top 5

Authors

13 Verducci, Joseph Stephen
7 Anderson-Cook, Christine Michaela
6 Clarke, Bertrand S.
5 Liu, Yufeng
4 Bhaduri, Kanishka
4 Han, Jiawei
4 Kamath, Chandrika
4 Kargupta, Hillol
4 Madigan, David
4 Montana, Giovanni
4 Murphy, Thomas Brendan
4 Shen, Xiaotong
4 Srivastava, Ashok N.
4 Yu, Philip S.
3 Aggarwal, Charu C.
3 Al Hasan, Mohammad
3 Billard, Lynne
3 Chakraborty, Sounak
3 Chawla, Nitesh V.
3 Cleveland, William S.
3 Constantine, Paul G.
3 Das, Kamalika
3 Faloutsos, Christos
3 Goodman, Arnold
3 Maitra, Ranjan
3 Marchette, David J.
3 Myers, Kary L.
3 Pan, Wei
3 Priebe, Carey E.
3 Rajan, Krishna
3 Ryan, Patrick B.
3 Weaver, Brian P.
3 Yu, Tianwei
2 Ahn, Jeongyoun
2 Allen, Genevera I.
2 Anagnostopoulos, Christoforos
2 Ball, Robert E.
2 Bender, Andreas O.
2 Bhatnagar, Raj K.
2 Bondell, Howard D.
2 Borne, Kirk
2 Brito, Paula
2 Bugbee, Bruce
2 Campanelli, Mark
2 Carriquiry, Alicia L.
2 Chen, Ting
2 Cook, Dianne
2 D’Esposito, Maria Rosaria
2 Diday, Edwin
2 Epifanio, Irene
2 Fan, Ya-Ju
2 Gandy, Axel
2 Ganguly, Auroop R.
2 Giudici, Paolo
2 Goerg, Georg M.
2 Goethals, Bart
2 Gruchalla, Kenny
2 Hamada, Michael S.
2 Hand, David J.
2 Hayes, David Neil
2 Higdon, David M.
2 Hofmann, Heike
2 Ishwaran, Hemant
2 Jenkins, Jeremy L.
2 Jones, Dean P.
2 Kane, Michael J.
2 Karr, Alan F.
2 Koepke, Hoyt A.
2 Kriegel, Hans-Peter
2 Kumar, Vipin
2 Lee, Yoonkyung
2 Li, Bin
2 Li, Kang
2 Liu, Yushi
2 Lu, Lu
2 Ma, Yuting
2 Mahule, Tushar
2 McWilliams, Brian
2 Mealli, Fabrizia
2 Mendez, Patricio F.
2 Miratrix, Luke W.
2 Obradovic, Zoran
2 Paganoni, Anna Maria
2 Palumbo, Francesco
2 Park, Youngja
2 Peterson, Jayson Luc
2 Phillips, Cynthia A.
2 Qiao, Mu
2 Ragozini, Giancarlo
2 Ramakrishnan, Naren
2 Steinley, Douglas L.
2 Su, Xiaogang
2 Sun, Jimeng
2 Tan, Pang-Ning
2 Tian, Tian Siva
2 Tong, Hanghang
2 van Dyk, David A.
2 Vannucci, Marina
2 Vatsavai, Ranga Raju
2 Wagaman, Amy S.
...and 975 more Authors

Publications by Year

Citations contained in zbMATH Open

108 Publications have been cited 197 times in 170 Documents Cited by Year
A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336
Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter
12
2012
Far beyond the classical data models: symbolic data analysis. Zbl 07260275
Noirhomme-fraiture, Monique; Brito, Paula
9
2011
Seriation and matrix reordering methods: an historical overview. Zbl 07260234
Liiv, Innar
7
2010
Brief overview of symbolic data and analytic issues. Zbl 07260274
Billard, L.
6
2011
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
6
2012
A classification for community discovery methods in complex networks. Zbl 07260300
Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino
5
2011
Relative clustering validity criteria: a comparative overview. Zbl 07260245
Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R.
4
2010
Smoothing methods for histogram-valued time series: an application to value-at-risk. Zbl 07260279
Arroyo, Javier; González-rivera, Gloria; Maté, Carlos; Roque, Antonio Muñoz San
4
2011
Minimizing the variance of cluster mixture models for clustering uncertain objects. Zbl 07260356
Gullo, Francesco; Ponti, Giovanni; Tagarelli, Andrea
4
2013
A weighted random forests approach to improve predictive performance. Zbl 1281.62238
Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M.
4
2013
Tests for mean vectors in high dimension. Zbl 06248409
Maboudou-Tchao, Edgard M.; Silva, Ivair
4
2013
Fast projection-based methods for the least squares nonnegative matrix approximation problem. Zbl 07260181
Kim, Dongmin; Sra, Suvrit; Dhillon, Inderjit S.
3
2008
Model selection procedure for high-dimensional data. Zbl 07260255
Zhang, Yongli; Shen, Xiaotong
3
2010
Reduced rank ridge regression and its kernel extensions. Zbl 07260307
Mukherjee, Ashin; Zhu, Ji
3
2011
Interval archetypes: a new tool for interval data analysis. Zbl 07260333
D’esposito, Maria R.; Palumbo, Francesco; Ragozini, Giancarlo
3
2012
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
3
2015
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
3
2015
Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto
3
2019
Parameters estimation of Burr-XII distribution under first-failure progressively unified hybrid censoring schemes. Zbl 07260744
Jia, Jun-mei; Yan, Zai-zai; Peng, Xiu-yun
3
2018
A communication efficient probabilistic algorithm for mining frequent item sets from a peer-to-peer network. Zbl 1166.62383
Datta, Souptik; Kargupta, Hillol
3
2009
Detecting the end of agreement between two long ranked lists. Zbl 06248399
Sampath, Srinath; Verducci, Joseph S.
3
2013
Learning with many experts: model selection and sparsity. Zbl 1281.62146
Izbicki, Rafael; Stern, Rafael Bassi
3
2013
Clustering large data sets described with discrete distributions and its application on timss data set. Zbl 07260278
Korenjak-černe, Simona; Batagelj, Vladimir; Pavešić, Barbara Japelj
2
2011
A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks. Zbl 07260297
Ouzienko, Vladimir; Guo, Yuhong; Obradovic, Zoran
2
2011
Sequential change-point detection based on direct density-ratio estimation. Zbl 07260318
Kawahara, Yoshinobu; Sugiyama, Masashi
2
2012
Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320
Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J.
2
2012
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
2
2013
Content-boosted matrix factorization techniques for recommender systems. Zbl 07260369
Nguyen, Jennifer; Zhu, Mu
2
2013
Distance-based analysis of variance: approximate inference. Zbl 07260417
Minas, Christopher; Montana, Giovanni
2
2014
Visualizing statistical models: removing the blindfold. Zbl 07260435
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
2
2015
Attack chain detection. Zbl 07260450
Sexton, Joseph; Storlie, Curtis; Neil, Joshua
2
2015
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
2
2019
Archetypal analysis for data-driven prototype identification. Zbl 07260698
Ragozini, G.; Palumbo, F.; D’Esposito, M. R.
2
2017
Fused lasso regression for identifying differential correlations in brain connectome graphs. Zbl 07260740
Yu, Donghyeon; Han Lee, Sang; Lim, Johan; Xiao, Guanghua; Cameron Craddock, Richard; Biswal, Bharat B.
2
2018
Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection. Zbl 1166.62066
Fujimaki, Ryohei; Nakata, Takayuki; Tsukahara, Hidenori; Sato, Akinori; Yamanishi, Kenji
2
2009
Distributed decision-tree induction in peer-to-peer systems. Zbl 07260186
Bhaduri, Kanishka; Wolff, Ran; Giannella, Chris; Kargupta, Hillol
1
2008
Prequential analysis of complex data with adaptive model reselection. Zbl 07260228
Clarke, Jennifer; Clarke, Bertrand
1
2009
Co-clustering numerical data under user-defined constraints. Zbl 07260232
Pensa, Ruggero G.; Boulicaut, Jean-francois; Cordero, Francesca; Atzori, Maurizio
1
2010
A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. Zbl 07260239
Ahn, Jeongyoun
1
2010
Online training on a budget of support vector machines using twin prototypes. Zbl 07260240
Wang, Zhuang; Vucetic, Slobodan
1
2010
Discriminative frequent subgraph mining with optimality guarantees. Zbl 07260252
Thoma, Marisa; Cheng, Hong; Gretton, Arthur; Han, Jiawei; Kriegel, Hans-peter; Smola, Alex; Song, Le; Yu, Philip S.; Yan, Xifeng; Borgwardt, Karsten M.
1
2010
Coselection of features and instances for unsupervised rare category analysis. Zbl 07260260
He, Jingrui; Carbonell, Jaime
1
2010
Emerging topics and challenges for statistical analysis and data mining. Zbl 07260263
Goodman, Arnold
1
2011
Random survival forests for high-dimensional data. Zbl 07260271
Ishwaran, Hemant; Kogalur, Udaya B.; Chen, Xi; Minn, Andy J.
1
2011
The quantile method for symbolic principal component analysis. Zbl 07260277
Ichino, Manabu
1
2011
A scalable Gaussian process analysis algorithm for biomass monitoring. Zbl 07260293
Chandola, Varun; Vatsavai, Ranga Raju
1
2011
Significant motifs in time series. Zbl 07260311
Castro, Nuno C.; Azevedo, Paulo J.
1
2012
Clustering algorithm based on mutual K-nearest neighbor relationships. Zbl 07260317
Hu, Zhen; Bhatnagar, Raj
1
2012
From black and white to full color: extending redescription mining outside the Boolean world. Zbl 07260331
Galbrun, Esther; Miettinen, Pauli
1
2012
A resampling approach for interval-valued data regression. Zbl 07260334
Ahn, Jeongyoun; Peng, Muliang; Park, Cheolwoo; Jeon, Yongho
1
2012
Model guided adaptive design and analysis in computer experiment. Zbl 07260338
Yu, Qingzhao; Li, Bin; Fang, Zhide; Peng, Lu
1
2012
CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Zbl 07260352
Henrion, Marc; Hand, David J.; Gandy, Axel; Mortlock, Daniel J.
1
2013
Periodicity detection in irregularly sampled light curves by robust regression and outlier detection. Zbl 07260353
Thieler, Anita Monika; Backes, Michael; Fried, Roland; Rhode, Wolfgang
1
2013
H-plots for displaying nonmetric dissimilarity matrices. Zbl 07260357
Epifanio, Irene
1
2013
A graph-based approach to find teleconnections in climate data. Zbl 07260359
Kawale, Jaya; Liess, Stefan; Kumar, Arjun; Steinbach, Michael; Snyder, Peter; Kumar, Vipin; Ganguly, Auroop R.; Samatova, Nagiza F.; Semazzi, Fredrick
1
2013
Stochastic methodology for prognostics under continuously varying environmental profiles. Zbl 07260365
Bian, Linkan; Gebraeel, Nagi
1
2013
Text mining in computational advertising. Zbl 07260368
Soriano, Jacopo; Au, Timothy; Banks, David
1
2013
Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371
Austin, Erin; Pan, Wei; Shen, Xiaotong
1
2013
A Bayesian criterion for cluster stability. Zbl 07260373
Koepke, Hoyt; Clarke, Bertrand
1
2013
A coordinate descent algorithm for sparse positive definite matrix estimation. Zbl 07260377
Yuan, Ting; Wang, Junhui
1
2013
A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379
Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G.
1
2014
Mining compressing sequential patterns. Zbl 07260381
Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon
1
2014
Fast and accurate detection of changes in data streams. Zbl 07260387
Badarna, Murad; Wolff, Ran
1
2014
Measurement of data complexity for classification problems with unbalanced data. Zbl 07260392
Anwar, Nafees; Jones, Geoff; Ganesh, Siva
1
2014
Multi-transfer: transfer learning with multiple views and multiple sources. Zbl 07260399
Tan, Ben; Zhong, Erheng; Xiang, Evan Wei; Yang, Qiang
1
2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
1
2014
Divide and recombine (D& R): data science for large complex data. Zbl 07260415
Cleveland, William S.; Hafen, Ryan
1
2014
A predictive framework for modeling healthcare data with evolving clinical interventions. Zbl 07260432
Rana, Santu; Gupta, Sunil; Phung, Dinh; Venkatesh, Svetha
1
2015
Beyond multidimensional data in model visualization: high-dimensional and complex nonnumeric data. Zbl 07260437
Villa-vialaneix, Nathalie; Ruiz-gazen, Anne
1
2015
Authors’ response to discussants. Zbl 07260439
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
1
2015
Discovering an active subspace in a single-diode solar cell model. Zbl 07260443
Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark
1
2015
Impact of response variability on Pareto front optimization. Zbl 07260447
Chapman, Jessica L.; Lu, Lu; Anderson-cook, Christine M.
1
2015
The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B.
1
2016
Using machine learning to draw inferences from pass location data in soccer. Zbl 07260600
Brooks, Joel; Kerr, Matthew; Guttag, John
1
2016
Predicting the future performance of soccer players. Zbl 07260603
Arndt, Cornelius; Brefeld, Ulf
1
2016
Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609
Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen
1
2016
An unsupervised Bayesian hierarchical method for medical fraud assessment. Zbl 07260623
Ekin, Tahir; Lakomski, Greg; Musal, Rasim Muzaffer
1
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
1
2019
Spatial modeling of brain connectivity data via latent distance models with nodes clustering. Zbl 07260629
Aliverti, Emanuele; Durante, Daniele
1
2019
Synthesizing simulation and field data of solar irradiance. Zbl 07260639
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lu, Siyuan; Hwang, Youngdeok
1
2019
Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Zbl 07260643
Li, Jia; Seo, Beomseok; Lin, Lin
1
2019
An empirical Bayes approach for learning directed acyclic graph using mcmc algorithm. Zbl 07260645
Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz
1
2019
Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647
Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A.
1
2019
Online detection of financial time series peaks and troughs: a probability-based approach. Zbl 07260648
Bramante, Riccardo; Facchinetti, Silvia; Zappa, Diego
1
2019
Making social networks more human: a topological approach. Zbl 07260651
Berry, Jonathan W.; Phillips, Cynthia A.; Saia, Jared
1
2019
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
1
2019
Two-sample test based on classification probability. Zbl 07260660
Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang
1
2020
Sufficient dimension folding in regression via distance covariance for matrix-valued predictors. Zbl 07260664
Sheng, Wenhui; Yuan, Qingcong
1
2020
Bent line quantile regression via a smoothing technique. Zbl 07260676
Zhou, Xiaoying; Zhang, Feipeng
1
2020
Vertex nomination via seeded graph matching. Zbl 07260677
Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E.
1
2020
Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683
Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia
1
2020
Gratis: generating time series with diverse and controllable characteristics. Zbl 07260685
Kang, Yanfei; Hyndman, Rob J.; Li, Feng
1
2020
Weighted \(K\)-nearest neighbor based data complexity metrics for imbalanced datasets. Zbl 07260687
Singh, Deepika; Gosain, Anjana; Saha, Anju
1
2020
Sure estimates for high dimensional classification. Zbl 07260690
Ji, Zhi; Wei, Yang; Li, Zhouping
1
2020
Fast robust SUR with economical and actuarial applications. Zbl 07260703
Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem
1
2017
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714
Constantine, Paul G.; Doostan, Alireza
1
2017
Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719
Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting
1
2017
Random forest missing data algorithms. Zbl 07260721
Tang, Fei; Ishwaran, Hemant
1
2017
Cellwise robust regularized discriminant analysis. Zbl 07260726
Aerts, Stéphanie; Wilms, Ines
1
2017
Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731
Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren
1
2018
Two-sample test based on classification probability. Zbl 07260660
Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang
1
2020
Sufficient dimension folding in regression via distance covariance for matrix-valued predictors. Zbl 07260664
Sheng, Wenhui; Yuan, Qingcong
1
2020
Bent line quantile regression via a smoothing technique. Zbl 07260676
Zhou, Xiaoying; Zhang, Feipeng
1
2020
Vertex nomination via seeded graph matching. Zbl 07260677
Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E.
1
2020
Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683
Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia
1
2020
Gratis: generating time series with diverse and controllable characteristics. Zbl 07260685
Kang, Yanfei; Hyndman, Rob J.; Li, Feng
1
2020
Weighted \(K\)-nearest neighbor based data complexity metrics for imbalanced datasets. Zbl 07260687
Singh, Deepika; Gosain, Anjana; Saha, Anju
1
2020
Sure estimates for high dimensional classification. Zbl 07260690
Ji, Zhi; Wei, Yang; Li, Zhouping
1
2020
Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto
3
2019
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
2
2019
An unsupervised Bayesian hierarchical method for medical fraud assessment. Zbl 07260623
Ekin, Tahir; Lakomski, Greg; Musal, Rasim Muzaffer
1
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
1
2019
Spatial modeling of brain connectivity data via latent distance models with nodes clustering. Zbl 07260629
Aliverti, Emanuele; Durante, Daniele
1
2019
Synthesizing simulation and field data of solar irradiance. Zbl 07260639
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lu, Siyuan; Hwang, Youngdeok
1
2019
Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Zbl 07260643
Li, Jia; Seo, Beomseok; Lin, Lin
1
2019
An empirical Bayes approach for learning directed acyclic graph using mcmc algorithm. Zbl 07260645
Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz
1
2019
Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647
Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A.
1
2019
Online detection of financial time series peaks and troughs: a probability-based approach. Zbl 07260648
Bramante, Riccardo; Facchinetti, Silvia; Zappa, Diego
1
2019
Making social networks more human: a topological approach. Zbl 07260651
Berry, Jonathan W.; Phillips, Cynthia A.; Saia, Jared
1
2019
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
1
2019
Parameters estimation of Burr-XII distribution under first-failure progressively unified hybrid censoring schemes. Zbl 07260744
Jia, Jun-mei; Yan, Zai-zai; Peng, Xiu-yun
3
2018
Fused lasso regression for identifying differential correlations in brain connectome graphs. Zbl 07260740
Yu, Donghyeon; Han Lee, Sang; Lim, Johan; Xiao, Guanghua; Cameron Craddock, Richard; Biswal, Bharat B.
2
2018
Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731
Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren
1
2018
A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735
Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas
1
2018
Some remarks on the \(R^2\) for clustering. Zbl 07260736
Loperfido, Nicola; Tarpey, Thaddeus
1
2018
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas
1
2018
Archetypal analysis for data-driven prototype identification. Zbl 07260698
Ragozini, G.; Palumbo, F.; D’Esposito, M. R.
2
2017
Fast robust SUR with economical and actuarial applications. Zbl 07260703
Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem
1
2017
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714
Constantine, Paul G.; Doostan, Alireza
1
2017
Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719
Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting
1
2017
Random forest missing data algorithms. Zbl 07260721
Tang, Fei; Ishwaran, Hemant
1
2017
Cellwise robust regularized discriminant analysis. Zbl 07260726
Aerts, Stéphanie; Wilms, Ines
1
2017
The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579
Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B.
1
2016
Using machine learning to draw inferences from pass location data in soccer. Zbl 07260600
Brooks, Joel; Kerr, Matthew; Guttag, John
1
2016
Predicting the future performance of soccer players. Zbl 07260603
Arndt, Cornelius; Brefeld, Ulf
1
2016
Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609
Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen
1
2016
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
3
2015
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
3
2015
Visualizing statistical models: removing the blindfold. Zbl 07260435
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
2
2015
Attack chain detection. Zbl 07260450
Sexton, Joseph; Storlie, Curtis; Neil, Joshua
2
2015
A predictive framework for modeling healthcare data with evolving clinical interventions. Zbl 07260432
Rana, Santu; Gupta, Sunil; Phung, Dinh; Venkatesh, Svetha
1
2015
Beyond multidimensional data in model visualization: high-dimensional and complex nonnumeric data. Zbl 07260437
Villa-vialaneix, Nathalie; Ruiz-gazen, Anne
1
2015
Authors’ response to discussants. Zbl 07260439
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
1
2015
Discovering an active subspace in a single-diode solar cell model. Zbl 07260443
Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark
1
2015
Impact of response variability on Pareto front optimization. Zbl 07260447
Chapman, Jessica L.; Lu, Lu; Anderson-cook, Christine M.
1
2015
Distance-based analysis of variance: approximate inference. Zbl 07260417
Minas, Christopher; Montana, Giovanni
2
2014
A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379
Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G.
1
2014
Mining compressing sequential patterns. Zbl 07260381
Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon
1
2014
Fast and accurate detection of changes in data streams. Zbl 07260387
Badarna, Murad; Wolff, Ran
1
2014
Measurement of data complexity for classification problems with unbalanced data. Zbl 07260392
Anwar, Nafees; Jones, Geoff; Ganesh, Siva
1
2014
Multi-transfer: transfer learning with multiple views and multiple sources. Zbl 07260399
Tan, Ben; Zhong, Erheng; Xiang, Evan Wei; Yang, Qiang
1
2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
1
2014
Divide and recombine (D& R): data science for large complex data. Zbl 07260415
Cleveland, William S.; Hafen, Ryan
1
2014
Minimizing the variance of cluster mixture models for clustering uncertain objects. Zbl 07260356
Gullo, Francesco; Ponti, Giovanni; Tagarelli, Andrea
4
2013
A weighted random forests approach to improve predictive performance. Zbl 1281.62238
Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M.
4
2013
Tests for mean vectors in high dimension. Zbl 06248409
Maboudou-Tchao, Edgard M.; Silva, Ivair
4
2013
Detecting the end of agreement between two long ranked lists. Zbl 06248399
Sampath, Srinath; Verducci, Joseph S.
3
2013
Learning with many experts: model selection and sparsity. Zbl 1281.62146
Izbicki, Rafael; Stern, Rafael Bassi
3
2013
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
2
2013
Content-boosted matrix factorization techniques for recommender systems. Zbl 07260369
Nguyen, Jennifer; Zhu, Mu
2
2013
CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Zbl 07260352
Henrion, Marc; Hand, David J.; Gandy, Axel; Mortlock, Daniel J.
1
2013
Periodicity detection in irregularly sampled light curves by robust regression and outlier detection. Zbl 07260353
Thieler, Anita Monika; Backes, Michael; Fried, Roland; Rhode, Wolfgang
1
2013
H-plots for displaying nonmetric dissimilarity matrices. Zbl 07260357
Epifanio, Irene
1
2013
A graph-based approach to find teleconnections in climate data. Zbl 07260359
Kawale, Jaya; Liess, Stefan; Kumar, Arjun; Steinbach, Michael; Snyder, Peter; Kumar, Vipin; Ganguly, Auroop R.; Samatova, Nagiza F.; Semazzi, Fredrick
1
2013
Stochastic methodology for prognostics under continuously varying environmental profiles. Zbl 07260365
Bian, Linkan; Gebraeel, Nagi
1
2013
Text mining in computational advertising. Zbl 07260368
Soriano, Jacopo; Au, Timothy; Banks, David
1
2013
Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371
Austin, Erin; Pan, Wei; Shen, Xiaotong
1
2013
A Bayesian criterion for cluster stability. Zbl 07260373
Koepke, Hoyt; Clarke, Bertrand
1
2013
A coordinate descent algorithm for sparse positive definite matrix estimation. Zbl 07260377
Yuan, Ting; Wang, Junhui
1
2013
Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions. Zbl 1281.62148
Kawano, Shuichi
1
2013
Flow field forecasting for univariate time series. Zbl 1281.62213
Frey, Micheal R.; Caudle, Kyle A.
1
2013
Two-way regularization for MEG source reconstruction via multilevel coordinate descent. Zbl 06248406
Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng
1
2013
A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336
Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter
12
2012
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
6
2012
Interval archetypes: a new tool for interval data analysis. Zbl 07260333
D’esposito, Maria R.; Palumbo, Francesco; Ragozini, Giancarlo
3
2012
Sequential change-point detection based on direct density-ratio estimation. Zbl 07260318
Kawahara, Yoshinobu; Sugiyama, Masashi
2
2012
Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320
Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J.
2
2012
Significant motifs in time series. Zbl 07260311
Castro, Nuno C.; Azevedo, Paulo J.
1
2012
Clustering algorithm based on mutual K-nearest neighbor relationships. Zbl 07260317
Hu, Zhen; Bhatnagar, Raj
1
2012
From black and white to full color: extending redescription mining outside the Boolean world. Zbl 07260331
Galbrun, Esther; Miettinen, Pauli
1
2012
A resampling approach for interval-valued data regression. Zbl 07260334
Ahn, Jeongyoun; Peng, Muliang; Park, Cheolwoo; Jeon, Yongho
1
2012
Model guided adaptive design and analysis in computer experiment. Zbl 07260338
Yu, Qingzhao; Li, Bin; Fang, Zhide; Peng, Lu
1
2012
Far beyond the classical data models: symbolic data analysis. Zbl 07260275
Noirhomme-fraiture, Monique; Brito, Paula
9
2011
Brief overview of symbolic data and analytic issues. Zbl 07260274
Billard, L.
6
2011
A classification for community discovery methods in complex networks. Zbl 07260300
Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino
5
2011
Smoothing methods for histogram-valued time series: an application to value-at-risk. Zbl 07260279
Arroyo, Javier; González-rivera, Gloria; Maté, Carlos; Roque, Antonio Muñoz San
4
2011
Reduced rank ridge regression and its kernel extensions. Zbl 07260307
Mukherjee, Ashin; Zhu, Ji
3
2011
Clustering large data sets described with discrete distributions and its application on timss data set. Zbl 07260278
Korenjak-černe, Simona; Batagelj, Vladimir; Pavešić, Barbara Japelj
2
2011
A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks. Zbl 07260297
Ouzienko, Vladimir; Guo, Yuhong; Obradovic, Zoran
2
2011
Emerging topics and challenges for statistical analysis and data mining. Zbl 07260263
Goodman, Arnold
1
2011
Random survival forests for high-dimensional data. Zbl 07260271
Ishwaran, Hemant; Kogalur, Udaya B.; Chen, Xi; Minn, Andy J.
1
2011
The quantile method for symbolic principal component analysis. Zbl 07260277
Ichino, Manabu
1
2011
A scalable Gaussian process analysis algorithm for biomass monitoring. Zbl 07260293
Chandola, Varun; Vatsavai, Ranga Raju
1
2011
Seriation and matrix reordering methods: an historical overview. Zbl 07260234
Liiv, Innar
7
2010
Relative clustering validity criteria: a comparative overview. Zbl 07260245
Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R.
4
2010
Model selection procedure for high-dimensional data. Zbl 07260255
Zhang, Yongli; Shen, Xiaotong
3
2010
Co-clustering numerical data under user-defined constraints. Zbl 07260232
Pensa, Ruggero G.; Boulicaut, Jean-francois; Cordero, Francesca; Atzori, Maurizio
1
2010
A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. Zbl 07260239
Ahn, Jeongyoun
1
2010
Online training on a budget of support vector machines using twin prototypes. Zbl 07260240
Wang, Zhuang; Vucetic, Slobodan
1
2010
Discriminative frequent subgraph mining with optimality guarantees. Zbl 07260252
Thoma, Marisa; Cheng, Hong; Gretton, Arthur; Han, Jiawei; Kriegel, Hans-peter; Smola, Alex; Song, Le; Yu, Philip S.; Yan, Xifeng; Borgwardt, Karsten M.
1
2010
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Cited by 457 Authors

3 Billard, Lynne
3 Epifanio, Irene
3 Izbicki, Rafael
2 Adams, Niall M.
2 Fosdick, Bailey K.
2 Giannakis, Dimitrios
2 Gramacy, Robert B.
2 Hoeltgebaum, Henrique
2 Hyndman, Rob J.
2 Janssen, Jeannette C. M.
2 Kandanaarachchi, Sevvandi
2 Kargupta, Hillol
2 Maboudou-Tchao, Edgard M.
2 McCormick, Tyler H.
2 Murphy, Thomas Brendan
2 Ng, Tin Lok James
2 Nordhausen, Klaus
2 Peters, Gareth William
2 Schweinberger, Michael
2 Silva, Ivair R.
2 Sisson, Scott A.
2 Stern, Rafael Bassi
2 Vaz, Afonso Fernandes
2 Westling, Ted
1 Abbruzzo, Antonino
1 Abdel-Salam, Abdel-Salam G.
1 Acharya, Mithun P.
1 Ahmed, Imtiaz
1 Ahn, Soohyun
1 Alber, Gernot
1 Albert, Réka
1 Albin, Susan L.
1 Alexanderian, Alen
1 Aliverti, Emanuele
1 Alsaadi, Fawaz E.
1 Amaral, Paula Alexandra
1 Ando, Masataka
1 Aracena, Julio
1 Armstrong, Santiago
1 Aspnes, James
1 Babkin, Sergii
1 Backhaus, Hendrik
1 Bai, Jiawei
1 Baker, Evan
1 Baklanov, Stanislav
1 Balafar, Mohammad Ali
1 Balakrishnan, Narayanaswamy
1 Banerjee, Sudipto
1 Baras, John S.
1 Barbillon, Pierre
1 Barella, Victor H.
1 Barrieu, Pauline M.
1 Batagelj, Vladimir
1 Bean, Brennan
1 Beranger, Boris
1 Bernád, J. Z.
1 Berro, Alain
1 Beyaztas, Beste Hamiye
1 Beyaztas, Ufuk
1 Bhaduri, Kanishka
1 Bian, Mengjie
1 Biau, Gérard
1 Bishop, Adrian N.
1 Bloem, Peter
1 Bomiriya, Rashmi P.
1 Borboudakis, Giorgos
1 Breiteneder, Christian J.
1 Brito, Paula
1 Brodinová, Šárka
1 Buscemi, Simona
1 Butts, Carter T.
1 Campello, Ricardo José Gabrielli Barreto
1 Cao, Longbing
1 Cao, Wei
1 Caro, Christopher Thraves
1 Carpita, Maurizio
1 Catoia Pulgrossi, Rafael
1 Caudle, Kyle A.
1 Cercone, Nick J.
1 Chai, Christine P.
1 Chai, Xin
1 Chakraborty, Santanu
1 Chatterjee, Nilanjan
1 Chatterjee, Tanima
1 Chattopadhyay, Asis Kumar
1 Chattopadhyay, Tanuka
1 Chen, Bingzhen
1 Chen, Chuanhai
1 Chen, Ling
1 Chen, Ting-Huei
1 Chen, Wilson Ye
1 Chen, YiNing
1 Choi, Hyungwon
1 Choi, Young-Geun
1 Chowdhury, Rafiqul Islam
1 Christianson, Ryan B.
1 Chunaev, Petr
1 Cole, D. Austin
1 Combi, Carlo
1 Cook, Dianne
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Cited in 78 Journals

10 Journal of Computational and Graphical Statistics
9 Data Mining and Knowledge Discovery
8 Computational Statistics and Data Analysis
7 Journal of Applied Statistics
6 Journal of Machine Learning Research (JMLR)
6 The Annals of Applied Statistics
5 Information Sciences
5 Communications in Statistics. Simulation and Computation
5 Advances in Data Analysis and Classification. ADAC
5 Statistical Analysis and Data Mining
4 Journal of Classification
4 Statistical Science
3 Journal of Computational and Applied Mathematics
3 Journal of Multivariate Analysis
3 Computational Statistics
3 Applied Mathematical Modelling
2 Information Processing Letters
2 Physica A
2 Journal of the American Statistical Association
2 Insurance Mathematics & Economics
2 Communications in Statistics. Theory and Methods
2 European Journal of Operational Research
2 Journal of Statistical Computation and Simulation
2 Journal of the Korean Statistical Society
2 AStA. Advances in Statistical Analysis
2 Electronic Journal of Statistics
2 Statistics and Computing
2 Computer Science Review
1 The American Statistician
1 ACM Transactions on Database Systems
1 Annals of the Institute of Statistical Mathematics
1 Journal of Statistical Planning and Inference
1 Metron
1 SIAM Journal on Control and Optimization
1 Statistica
1 Theoretical Computer Science
1 Revista Colombiana de Estadística
1 Statistics
1 Sequential Analysis
1 International Journal of Approximate Reasoning
1 Journal of Scientific Computing
1 Annals of Operations Research
1 Machine Learning
1 Automation and Remote Control
1 Linear Algebra and its Applications
1 Test
1 Fractals
1 Filomat
1 The Electronic Journal of Combinatorics
1 Statistica Sinica
1 Annals of Mathematics and Artificial Intelligence
1 Journal of Nonparametric Statistics
1 Optimization Methods & Software
1 Journal of Combinatorial Optimization
1 Journal of Discrete Mathematical Sciences & Cryptography
1 Communications de la Faculté des Sciences de l’Université d’Ankara. Séries A1. Mathematics and Statistics
1 Acta Mathematica Sinica. English Series
1 Fundamenta Informaticae
1 Quantitative Finance
1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series
1 SORT. Statistics and Operations Research Transactions
1 Journal of the Indonesian Mathematical Society
1 REVSTAT
1 Statistical Methods and Applications
1 Iranian Journal of Fuzzy Systems
1 Journal of Industrial and Management Optimization
1 Journal of Physics A: Mathematical and Theoretical
1 Communications in Computational Physics
1 Journal of Statistical Theory and Practice
1 Mathematical Geosciences
1 Sankhyā. Series B
1 Random Matrices: Theory and Applications
1 Research in the Mathematical Sciences
1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
1 AIMS Mathematics
1 International Journal of Mathematics for Industry
1 Foundations of Data Science
1 SIAM Journal on Mathematics of Data Science

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