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 Latest Issues 13, No. 5 (2020) 13, No. 4 (2020) 13, No. 3 (2020) 13, No. 2 (2020) 13, No. 1 (2020) 12, No. 6 (2019) 12, No. 5 (2019) 12, No. 4 (2019) 12, No. 3 (2019) 12, No. 2 (2019) 12, No. 1 (2019) 11, No. 6 (2018) 11, No. 5 (2018) 11, No. 4 (2018) 11, No. 3 (2018) 11, No. 2 (2018) 11, No. 1 (2018) 10, No. 6 (2017) 10, No. 5 (2017) 10, No. 4 (2017) 10, No. 3 (2017) 10, No. 2 (2017) 10, No. 1 (2017) 9, No. 6 (2016) 9, No. 5 (2016) 9, No. 4 (2016) 9, No. 3 (2016) 9, No. 2 (2016) 9, No. 1 (2016) 8, No. 5-6 (2015) 8, No. 4 (2015) 8, No. 3 (2015) 8, No. 2 (2015) 8, No. 1 (2015) 7, No. 6 (2014) 7, No. 5 (2014) 7, No. 4 (2014) 7, No. 3 (2014) 7, No. 2 (2014) 7, No. 1 (2014) 6, No. 6 (2013) 6, No. 5 (2013) 6, No. 4 (2013) 6, No. 3 (2013) 6, No. 2 (2013) 6, No. 1 (2013) 5, No. 6 (2012) 5, No. 5 (2012) 5, No. 4 (2012) 5, No. 3 (2012) 5, No. 2 (2012) 5, No. 1 (2012) 4, No. 6 (2011) 4, No. 5 (2011) 4, No. 4 (2011) 4, No. 3 (2011) 4, No. 2 (2011) 4, No. 1 (2011) 3, No. 6 (2010) 3, No. 5 (2010) 3, No. 4 (2010) 3, No. 3 (2010) 3, No. 2 (2010) 3, No. 1 (2010) 2, No. 4 (2009) 2, No. 3 (2009) 2, No. 2 (2009) 2, No. 1 (2009) 1, No. 6 (2009) 1, No. 5 (2009) 1, No. 4 (2009) 1, No. 2 (2008) 1, No. 1 (2008) 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 973 more Authors all top 5 Fields 423 Statistics (62-XX) 420 Computer science (68-XX) 24 General and overarching topics; collections (00-XX) 6 Numerical analysis (65-XX) 2 Biology and other natural sciences (92-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 91 Publications have been cited 148 times in 134 Documents Cited by ▼ Year ▼ A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter 9 2012 Far beyond the classical data models: symbolic data analysis. Zbl 07260275Noirhomme-fraiture, Monique; Brito, Paula 6 2011 Seriation and matrix reordering methods: an historical overview. Zbl 07260234Liiv, Innar 5 2010 A classification for community discovery methods in complex networks. Zbl 07260300Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino 5 2011 Brief overview of symbolic data and analytic issues. Zbl 07260274Billard, L. 4 2011 A communication efficient probabilistic algorithm for mining frequent item sets from a peer-to-peer network. Zbl 1166.62383Datta, Souptik; Kargupta, Hillol 3 2009 Detecting the end of agreement between two long ranked lists. Zbl 06248399Sampath, Srinath; Verducci, Joseph S. 3 2013 A weighted random forests approach to improve predictive performance. Zbl 1281.62238Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M. 3 2013 Learning with many experts: model selection and sparsity. Zbl 1281.62146Izbicki, Rafael; Stern, Rafael Bassi 3 2013 Tests for mean vectors in high dimension. Zbl 06248409Maboudou-Tchao, Edgard M.; Silva, Ivair 3 2013 Relative clustering validity criteria: a comparative overview. Zbl 07260245Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R. 3 2010 Smoothing methods for histogram-valued time series: an application to value-at-risk. Zbl 07260279Arroyo, Javier; González-rivera, Gloria; Maté, Carlos; Roque, Antonio Muñoz San 3 2011 Reduced rank ridge regression and its kernel extensions. Zbl 07260307Mukherjee, Ashin; Zhu, Ji 3 2011 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 3 2012 Summarizing and understanding large graphs. Zbl 07260433Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos 3 2015 Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection. Zbl 1166.62066Fujimaki, Ryohei; Nakata, Takayuki; Tsukahara, Hidenori; Sato, Akinori; Yamanishi, Kenji 2 2009 Model selection procedure for high-dimensional data. Zbl 07260255Zhang, Yongli; Shen, Xiaotong 2 2010 Clustering large data sets described with discrete distributions and its application on timss data set. Zbl 07260278Korenjak-černe, Simona; Batagelj, Vladimir; Pavešić, Barbara Japelj 2 2011 Sequential change-point detection based on direct density-ratio estimation. Zbl 07260318Kawahara, Yoshinobu; Sugiyama, Masashi 2 2012 Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J. 2 2012 Minimizing the variance of cluster mixture models for clustering uncertain objects. Zbl 07260356Gullo, Francesco; Ponti, Giovanni; Tagarelli, Andrea 2 2013 Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360Giannakis, Dimitrios; Majda, Andrew J. 2 2013 Distance-based analysis of variance: approximate inference. Zbl 07260417Minas, Christopher; Montana, Giovanni 2 2014 Linear regression model with histogram-valued variables. Zbl 07260426Dias, Sónia; Brito, Paula 2 2015 Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626Jin, Ze; Risk, Benjamin B.; Matteson, David S. 2 2019 Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto 2 2019 Fused lasso regression for identifying differential correlations in brain connectome graphs. Zbl 07260740Yu, Donghyeon; Han Lee, Sang; Lim, Johan; Xiao, Guanghua; Cameron Craddock, Richard; Biswal, Bharat B. 2 2018 Parameters estimation of Burr-XII distribution under first-failure progressively unified hybrid censoring schemes. Zbl 07260744Jia, Jun-mei; Yan, Zai-zai; Peng, Xiu-yun 2 2018 How to deal with malicious users in privacy-preserving distributed data mining. Zbl 1178.68224Duan, Yitao; Canny, John 1 2009 Latent variable mining with its applications to anomalous behavior detection. Zbl 1166.62384Hirose, Shunsuke; Yamanishi, Kenji 1 2009 Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions. Zbl 1281.62148Kawano, Shuichi 1 2013 Flow field forecasting for univariate time series. Zbl 1281.62213Frey, Micheal R.; Caudle, Kyle A. 1 2013 Two-way regularization for MEG source reconstruction via multilevel coordinate descent. Zbl 06248406Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng 1 2013 Fast projection-based methods for the least squares nonnegative matrix approximation problem. Zbl 07260181Kim, Dongmin; Sra, Suvrit; Dhillon, Inderjit S. 1 2008 Distributed decision-tree induction in peer-to-peer systems. Zbl 07260186Bhaduri, Kanishka; Wolff, Ran; Giannella, Chris; Kargupta, Hillol 1 2008 Co-clustering numerical data under user-defined constraints. Zbl 07260232Pensa, Ruggero G.; Boulicaut, Jean-francois; Cordero, Francesca; Atzori, Maurizio 1 2010 A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. Zbl 07260239Ahn, Jeongyoun 1 2010 Online training on a budget of support vector machines using twin prototypes. Zbl 07260240Wang, Zhuang; Vucetic, Slobodan 1 2010 Discriminative frequent subgraph mining with optimality guarantees. Zbl 07260252Thoma, 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 07260260He, Jingrui; Carbonell, Jaime 1 2010 Emerging topics and challenges for statistical analysis and data mining. Zbl 07260263Goodman, Arnold 1 2011 Random survival forests for high-dimensional data. Zbl 07260271Ishwaran, Hemant; Kogalur, Udaya B.; Chen, Xi; Minn, Andy J. 1 2011 The quantile method for symbolic principal component analysis. Zbl 07260277Ichino, Manabu 1 2011 A scalable Gaussian process analysis algorithm for biomass monitoring. Zbl 07260293Chandola, Varun; Vatsavai, Ranga Raju 1 2011 A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks. Zbl 07260297Ouzienko, Vladimir; Guo, Yuhong; Obradovic, Zoran 1 2011 Significant motifs in time series. Zbl 07260311Castro, Nuno C.; Azevedo, Paulo J. 1 2012 Clustering algorithm based on mutual K-nearest neighbor relationships. Zbl 07260317Hu, Zhen; Bhatnagar, Raj 1 2012 From black and white to full color: extending redescription mining outside the Boolean world. Zbl 07260331Galbrun, Esther; Miettinen, Pauli 1 2012 Interval archetypes: a new tool for interval data analysis. Zbl 07260333D’esposito, Maria R.; Palumbo, Francesco; Ragozini, Giancarlo 1 2012 Model guided adaptive design and analysis in computer experiment. Zbl 07260338Yu, Qingzhao; Li, Bin; Fang, Zhide; Peng, Lu 1 2012 CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Zbl 07260352Henrion, 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 07260353Thieler, Anita Monika; Backes, Michael; Fried, Roland; Rhode, Wolfgang 1 2013 A graph-based approach to find teleconnections in climate data. Zbl 07260359Kawale, 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 07260365Bian, Linkan; Gebraeel, Nagi 1 2013 Content-boosted matrix factorization techniques for recommender systems. Zbl 07260369Nguyen, Jennifer; Zhu, Mu 1 2013 Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371Austin, Erin; Pan, Wei; Shen, Xiaotong 1 2013 A Bayesian criterion for cluster stability. Zbl 07260373Koepke, Hoyt; Clarke, Bertrand 1 2013 A coordinate descent algorithm for sparse positive definite matrix estimation. Zbl 07260377Yuan, Ting; Wang, Junhui 1 2013 A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G. 1 2014 Mining compressing sequential patterns. Zbl 07260381Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon 1 2014 Fast and accurate detection of changes in data streams. Zbl 07260387Badarna, Murad; Wolff, Ran 1 2014 Measurement of data complexity for classification problems with unbalanced data. Zbl 07260392Anwar, Nafees; Jones, Geoff; Ganesh, Siva 1 2014 Multi-transfer: transfer learning with multiple views and multiple sources. Zbl 07260399Tan, Ben; Zhong, Erheng; Xiang, Evan Wei; Yang, Qiang 1 2014 Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400Seshadhri, C.; Pinar, Ali; Kolda, Tamara G. 1 2014 A predictive framework for modeling healthcare data with evolving clinical interventions. Zbl 07260432Rana, Santu; Gupta, Sunil; Phung, Dinh; Venkatesh, Svetha 1 2015 Visualizing statistical models: removing the blindfold. Zbl 07260435Wickham, Hadley; Cook, Dianne; Hofmann, Heike 1 2015 Discovering an active subspace in a single-diode solar cell model. Zbl 07260443Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark 1 2015 Attack chain detection. Zbl 07260450Sexton, Joseph; Storlie, Curtis; Neil, Joshua 1 2015 The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 1 2016 Using machine learning to draw inferences from pass location data in soccer. Zbl 07260600Brooks, Joel; Kerr, Matthew; Guttag, John 1 2016 Predicting the future performance of soccer players. Zbl 07260603Arndt, Cornelius; Brefeld, Ulf 1 2016 Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen 1 2016 Pruning variable selection ensembles. Zbl 07260628Zhang, Chunxia; Wu, Yilei; Zhu, Mu 1 2019 An empirical Bayes approach for learning directed acyclic graph using mcmc algorithm. Zbl 07260645Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz 1 2019 Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A. 1 2019 Online detection of financial time series peaks and troughs: a probability-based approach. Zbl 07260648Bramante, Riccardo; Facchinetti, Silvia; Zappa, Diego 1 2019 Making social networks more human: a topological approach. Zbl 07260651Berry, Jonathan W.; Phillips, Cynthia A.; Saia, Jared 1 2019 Forecasting basketball players’ performance using sparse functional data. Zbl 07260658Vinué, Guillermo; Epifanio, Irene 1 2019 Two-sample test based on classification probability. Zbl 07260660Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang 1 2020 Vertex nomination via seeded graph matching. Zbl 07260677Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E. 1 2020 Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia 1 2020 Gratis: generating time series with diverse and controllable characteristics. Zbl 07260685Kang, Yanfei; Hyndman, Rob J.; Li, Feng 1 2020 Weighted \(K\)-nearest neighbor based data complexity metrics for imbalanced datasets. Zbl 07260687Singh, Deepika; Gosain, Anjana; Saha, Anju 1 2020 Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714Constantine, Paul G.; Doostan, Alireza 1 2017 Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting 1 2017 Random forest missing data algorithms. Zbl 07260721Tang, Fei; Ishwaran, Hemant 1 2017 Cellwise robust regularized discriminant analysis. Zbl 07260726Aerts, Stéphanie; Wilms, Ines 1 2017 Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren 1 2018 A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas 1 2018 Some remarks on the \(R^2\) for clustering. Zbl 07260736Loperfido, Nicola; Tarpey, Thaddeus 1 2018 Standardizing interestingness measures for association rules. Zbl 07260745Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas 1 2018 Two-sample test based on classification probability. Zbl 07260660Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang 1 2020 Vertex nomination via seeded graph matching. Zbl 07260677Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E. 1 2020 Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia 1 2020 Gratis: generating time series with diverse and controllable characteristics. Zbl 07260685Kang, Yanfei; Hyndman, Rob J.; Li, Feng 1 2020 Weighted \(K\)-nearest neighbor based data complexity metrics for imbalanced datasets. Zbl 07260687Singh, Deepika; Gosain, Anjana; Saha, Anju 1 2020 Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626Jin, Ze; Risk, Benjamin B.; Matteson, David S. 2 2019 Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto 2 2019 Pruning variable selection ensembles. Zbl 07260628Zhang, Chunxia; Wu, Yilei; Zhu, Mu 1 2019 An empirical Bayes approach for learning directed acyclic graph using mcmc algorithm. Zbl 07260645Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz 1 2019 Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A. 1 2019 Online detection of financial time series peaks and troughs: a probability-based approach. Zbl 07260648Bramante, Riccardo; Facchinetti, Silvia; Zappa, Diego 1 2019 Making social networks more human: a topological approach. Zbl 07260651Berry, Jonathan W.; Phillips, Cynthia A.; Saia, Jared 1 2019 Forecasting basketball players’ performance using sparse functional data. Zbl 07260658Vinué, Guillermo; Epifanio, Irene 1 2019 Fused lasso regression for identifying differential correlations in brain connectome graphs. Zbl 07260740Yu, Donghyeon; Han Lee, Sang; Lim, Johan; Xiao, Guanghua; Cameron Craddock, Richard; Biswal, Bharat B. 2 2018 Parameters estimation of Burr-XII distribution under first-failure progressively unified hybrid censoring schemes. Zbl 07260744Jia, Jun-mei; Yan, Zai-zai; Peng, Xiu-yun 2 2018 Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren 1 2018 A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas 1 2018 Some remarks on the \(R^2\) for clustering. Zbl 07260736Loperfido, Nicola; Tarpey, Thaddeus 1 2018 Standardizing interestingness measures for association rules. Zbl 07260745Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas 1 2018 Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714Constantine, Paul G.; Doostan, Alireza 1 2017 Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting 1 2017 Random forest missing data algorithms. Zbl 07260721Tang, Fei; Ishwaran, Hemant 1 2017 Cellwise robust regularized discriminant analysis. Zbl 07260726Aerts, Stéphanie; Wilms, Ines 1 2017 The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 1 2016 Using machine learning to draw inferences from pass location data in soccer. Zbl 07260600Brooks, Joel; Kerr, Matthew; Guttag, John 1 2016 Predicting the future performance of soccer players. Zbl 07260603Arndt, Cornelius; Brefeld, Ulf 1 2016 Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen 1 2016 Summarizing and understanding large graphs. Zbl 07260433Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos 3 2015 Linear regression model with histogram-valued variables. Zbl 07260426Dias, Sónia; Brito, Paula 2 2015 A predictive framework for modeling healthcare data with evolving clinical interventions. Zbl 07260432Rana, Santu; Gupta, Sunil; Phung, Dinh; Venkatesh, Svetha 1 2015 Visualizing statistical models: removing the blindfold. Zbl 07260435Wickham, Hadley; Cook, Dianne; Hofmann, Heike 1 2015 Discovering an active subspace in a single-diode solar cell model. Zbl 07260443Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark 1 2015 Attack chain detection. Zbl 07260450Sexton, Joseph; Storlie, Curtis; Neil, Joshua 1 2015 Distance-based analysis of variance: approximate inference. Zbl 07260417Minas, Christopher; Montana, Giovanni 2 2014 A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G. 1 2014 Mining compressing sequential patterns. Zbl 07260381Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon 1 2014 Fast and accurate detection of changes in data streams. Zbl 07260387Badarna, Murad; Wolff, Ran 1 2014 Measurement of data complexity for classification problems with unbalanced data. Zbl 07260392Anwar, Nafees; Jones, Geoff; Ganesh, Siva 1 2014 Multi-transfer: transfer learning with multiple views and multiple sources. Zbl 07260399Tan, Ben; Zhong, Erheng; Xiang, Evan Wei; Yang, Qiang 1 2014 Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400Seshadhri, C.; Pinar, Ali; Kolda, Tamara G. 1 2014 Detecting the end of agreement between two long ranked lists. Zbl 06248399Sampath, Srinath; Verducci, Joseph S. 3 2013 A weighted random forests approach to improve predictive performance. Zbl 1281.62238Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M. 3 2013 Learning with many experts: model selection and sparsity. Zbl 1281.62146Izbicki, Rafael; Stern, Rafael Bassi 3 2013 Tests for mean vectors in high dimension. Zbl 06248409Maboudou-Tchao, Edgard M.; Silva, Ivair 3 2013 Minimizing the variance of cluster mixture models for clustering uncertain objects. Zbl 07260356Gullo, Francesco; Ponti, Giovanni; Tagarelli, Andrea 2 2013 Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360Giannakis, Dimitrios; Majda, Andrew J. 2 2013 Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions. Zbl 1281.62148Kawano, Shuichi 1 2013 Flow field forecasting for univariate time series. Zbl 1281.62213Frey, Micheal R.; Caudle, Kyle A. 1 2013 Two-way regularization for MEG source reconstruction via multilevel coordinate descent. Zbl 06248406Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng 1 2013 CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Zbl 07260352Henrion, 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 07260353Thieler, Anita Monika; Backes, Michael; Fried, Roland; Rhode, Wolfgang 1 2013 A graph-based approach to find teleconnections in climate data. Zbl 07260359Kawale, 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 07260365Bian, Linkan; Gebraeel, Nagi 1 2013 Content-boosted matrix factorization techniques for recommender systems. Zbl 07260369Nguyen, Jennifer; Zhu, Mu 1 2013 Penalized regression and risk prediction in genome-wide association studies. Zbl 07260371Austin, Erin; Pan, Wei; Shen, Xiaotong 1 2013 A Bayesian criterion for cluster stability. Zbl 07260373Koepke, Hoyt; Clarke, Bertrand 1 2013 A coordinate descent algorithm for sparse positive definite matrix estimation. Zbl 07260377Yuan, Ting; Wang, Junhui 1 2013 A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter 9 2012 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 3 2012 Sequential change-point detection based on direct density-ratio estimation. Zbl 07260318Kawahara, Yoshinobu; Sugiyama, Masashi 2 2012 Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J. 2 2012 Significant motifs in time series. Zbl 07260311Castro, Nuno C.; Azevedo, Paulo J. 1 2012 Clustering algorithm based on mutual K-nearest neighbor relationships. Zbl 07260317Hu, Zhen; Bhatnagar, Raj 1 2012 From black and white to full color: extending redescription mining outside the Boolean world. Zbl 07260331Galbrun, Esther; Miettinen, Pauli 1 2012 Interval archetypes: a new tool for interval data analysis. Zbl 07260333D’esposito, Maria R.; Palumbo, Francesco; Ragozini, Giancarlo 1 2012 Model guided adaptive design and analysis in computer experiment. Zbl 07260338Yu, Qingzhao; Li, Bin; Fang, Zhide; Peng, Lu 1 2012 Far beyond the classical data models: symbolic data analysis. Zbl 07260275Noirhomme-fraiture, Monique; Brito, Paula 6 2011 A classification for community discovery methods in complex networks. Zbl 07260300Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino 5 2011 Brief overview of symbolic data and analytic issues. Zbl 07260274Billard, L. 4 2011 Smoothing methods for histogram-valued time series: an application to value-at-risk. Zbl 07260279Arroyo, Javier; González-rivera, Gloria; Maté, Carlos; Roque, Antonio Muñoz San 3 2011 Reduced rank ridge regression and its kernel extensions. Zbl 07260307Mukherjee, Ashin; Zhu, Ji 3 2011 Clustering large data sets described with discrete distributions and its application on timss data set. Zbl 07260278Korenjak-černe, Simona; Batagelj, Vladimir; Pavešić, Barbara Japelj 2 2011 Emerging topics and challenges for statistical analysis and data mining. Zbl 07260263Goodman, Arnold 1 2011 Random survival forests for high-dimensional data. 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Zbl 07260232Pensa, Ruggero G.; Boulicaut, Jean-francois; Cordero, Francesca; Atzori, Maurizio 1 2010 A stable hyperparameter selection for the Gaussian RBF kernel for discrimination. Zbl 07260239Ahn, Jeongyoun 1 2010 Online training on a budget of support vector machines using twin prototypes. Zbl 07260240Wang, Zhuang; Vucetic, Slobodan 1 2010 Discriminative frequent subgraph mining with optimality guarantees. Zbl 07260252Thoma, 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 07260260He, Jingrui; Carbonell, Jaime 1 2010 A communication efficient probabilistic algorithm for mining frequent item sets from a peer-to-peer network. Zbl 1166.62383Datta, Souptik; Kargupta, Hillol 3 2009 Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection. Zbl 1166.62066Fujimaki, Ryohei; Nakata, Takayuki; Tsukahara, Hidenori; Sato, Akinori; Yamanishi, Kenji 2 2009 How to deal with malicious users in privacy-preserving distributed data mining. Zbl 1178.68224Duan, Yitao; Canny, John 1 2009 Latent variable mining with its applications to anomalous behavior detection. Zbl 1166.62384Hirose, Shunsuke; Yamanishi, Kenji 1 2009 Fast projection-based methods for the least squares nonnegative matrix approximation problem. Zbl 07260181Kim, Dongmin; Sra, Suvrit; Dhillon, Inderjit S. 1 2008 Distributed decision-tree induction in peer-to-peer systems. Zbl 07260186Bhaduri, Kanishka; Wolff, Ran; Giannella, Chris; Kargupta, Hillol 1 2008 all cited Publications top 5 cited Publications all top 5 Cited by 368 Authors 3 Billard, Lynne 3 Izbicki, Rafael 2 Adams, Niall M. 2 Fosdick, Bailey K. 2 Giannakis, Dimitrios 2 Hoeltgebaum, Henrique 2 Hyndman, Rob J. 2 Janssen, Jeannette C. M. 2 Kandanaarachchi, Sevvandi 2 Kargupta, Hillol 2 McCormick, Tyler H. 2 Murphy, Thomas Brendan 2 Ng, Tin Lok James 2 Silva, Ivair R. 2 Stern, Rafael Bassi 2 Vaz, Afonso Fernandes 2 Westling, Ted 1 Acharya, Mithun P. 1 Ahmed, Imtiaz 1 Ahn, Soohyun 1 Albert, Réka 1 Albin, Susan L. 1 Alexanderian, Alen 1 Alsaadi, Fawaz E. 1 Amaral, Paula Alexandra 1 Ando, Masataka 1 Armstrong, Santiago 1 Aspnes, James 1 Backhaus, Hendrik 1 Bai, Jiawei 1 Balafar, Mohammad Ali 1 Balakrishnan, Narayanaswamy 1 Baras, John S. 1 Barella, Victor H. 1 Barrieu, Pauline M. 1 Batagelj, Vladimir 1 Bean, Brennan 1 Beranger, Boris 1 Bhaduri, Kanishka 1 Bian, Mengjie 1 Biau, Gérard 1 Bishop, Adrian N. 1 Bloem, Peter 1 Borboudakis, Giorgos 1 Breiteneder, Christian J. 1 Brito, Paula 1 Brodinová, Šárka 1 Buscemi, Simona 1 Butts, Carter T. 1 Cao, Longbing 1 Cao, Wei 1 Carpita, Maurizio 1 Catoia Pulgrossi, Rafael 1 Caudle, Kyle A. 1 Cercone, Nick J. 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, YiNing 1 Choi, Hyungwon 1 Choi, Young-Geun 1 Christianson, Ryan B. 1 Chunaev, Petr 1 Cole, D. Austin 1 Combi, Carlo 1 Cook, Dianne 1 Coube-Sisqueille, Sébastien 1 Dai, Ben 1 D’Ambrosio, Antonio 1 DasGupta, Bhaskar 1 Datta, Souptik 1 de Andrade Lopes, Alneu 1 de Figueiredo, Weslei L. 1 de Rooij, Steven 1 de Souto, Marcílio C. P. 1 Di Lascio, F. Marta L. 1 Dias, Sónia 1 Ding, Peng 1 Ding, Yu 1 Doucet, Arnaud 1 Dunbar, Robin I. M. 1 Durante, Fabrizio 1 Epifanio, Irene 1 Farzanyar, Zahra 1 Feaster, Daniel J. 1 Ferreira, Vinícius 1 Filzmoser, Peter 1 Frey, Micheal R. 1 Fu, Ting 1 Fuchs, Sebastian L. 1 Fujimaki, Ryohei 1 Fürnkranz, Johannes 1 Furrer, Reinhard ...and 268 more Authors all top 5 Cited in 59 Journals 8 Computational Statistics and Data Analysis 8 Data Mining and Knowledge Discovery 8 Journal of Computational and Graphical Statistics 6 Journal of Applied Statistics 6 Journal of Machine Learning Research (JMLR) 5 Information Sciences 5 Statistical Analysis and Data Mining 5 The Annals of Applied Statistics 3 Journal of Computational and Applied Mathematics 3 Journal of Multivariate Analysis 3 Journal of Classification 3 Statistical Science 3 Computational Statistics 3 Applied Mathematical Modelling 3 Advances in Data Analysis and Classification. ADAC 2 Information Processing Letters 2 Journal of the American Statistical Association 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 Physica A 1 ACM Transactions on Database Systems 1 Annals of the Institute of Statistical Mathematics 1 Metron 1 SIAM Journal on Control and Optimization 1 Statistica 1 Theoretical Computer Science 1 Insurance Mathematics & Economics 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 Test 1 Fractals 1 Filomat 1 The Electronic Journal of Combinatorics 1 Annals of Mathematics and Artificial Intelligence 1 Journal of Discrete Mathematical Sciences & Cryptography 1 Acta Mathematica Sinica. English Series 1 Fundamenta Informaticae 1 SORT. Statistics and Operations Research Transactions 1 Journal of the Indonesian Mathematical Society 1 Communications in Computational Physics 1 Journal of Statistical Theory and Practice 1 Mathematical Geosciences 1 Sankhyā. Series B 1 Research in the Mathematical Sciences 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 International Journal of Mathematics for Industry 1 Foundations of Data Science 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 24 Fields 96 Statistics (62-XX) 46 Computer science (68-XX) 15 Numerical analysis (65-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Probability theory and stochastic processes (60-XX) 8 Combinatorics (05-XX) 8 Operations research, mathematical programming (90-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Information and communication theory, circuits (94-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Fluid mechanics (76-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Geophysics (86-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Measure and integration (28-XX) 1 Functions of a complex variable (30-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Systems theory; control (93-XX) Citations by Year