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 9,378 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 970 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 38 Publications have been cited 56 times in 51 Documents Cited by ▼ Year ▼ A communication efficient probabilistic algorithm for mining frequent item sets from a peer-to-peer network. Zbl 1166.62383Datta, Souptik; Kargupta, Hillol 3 2009 Far beyond the classical data models: symbolic data analysis. Zbl 07260275Noirhomme-fraiture, Monique; Brito, Paula 3 2011 A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter 3 2012 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. 2 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 2 2011 A classification for community discovery methods in complex networks. Zbl 07260300Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino 2 2011 Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360Giannakis, Dimitrios; Majda, Andrew J. 2 2013 Summarizing and understanding large graphs. Zbl 07260433Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos 2 2015 Detecting the end of agreement between two long ranked lists. Zbl 06248399Sampath, Srinath; Verducci, Joseph S. 2 2013 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 1 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 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 The quantile method for symbolic principal component analysis. Zbl 07260277Ichino, Manabu 1 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 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 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 1 2012 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 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 Linear regression model with histogram-valued variables. Zbl 07260426Dias, Sónia; Brito, Paula 1 2015 Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen 1 2016 Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626Jin, Ze; Risk, Benjamin B.; Matteson, David S. 1 2019 Pruning variable selection ensembles. Zbl 07260628Zhang, Chunxia; Wu, Yilei; Zhu, Mu 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 Forecasting basketball players’ performance using sparse functional data. Zbl 07260658Vinué, Guillermo; Epifanio, Irene 1 2019 Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714Constantine, Paul G.; Doostan, Alireza 1 2017 Cellwise robust regularized discriminant analysis. Zbl 07260726Aerts, Stéphanie; Wilms, Ines 1 2017 A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas 1 2018 Standardizing interestingness measures for association rules. Zbl 07260745Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas 1 2018 Two-way regularization for MEG source reconstruction via multilevel coordinate descent. Zbl 06248406Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng 1 2013 Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626Jin, Ze; Risk, Benjamin B.; Matteson, David S. 1 2019 Pruning variable selection ensembles. Zbl 07260628Zhang, Chunxia; Wu, Yilei; Zhu, Mu 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 Forecasting basketball players’ performance using sparse functional data. Zbl 07260658Vinué, Guillermo; Epifanio, Irene 1 2019 A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas 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 Cellwise robust regularized discriminant analysis. Zbl 07260726Aerts, Stéphanie; Wilms, Ines 1 2017 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 2 2015 Linear regression model with histogram-valued variables. Zbl 07260426Dias, Sónia; Brito, Paula 1 2015 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 Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360Giannakis, Dimitrios; Majda, Andrew J. 2 2013 Detecting the end of agreement between two long ranked lists. Zbl 06248399Sampath, Srinath; Verducci, Joseph S. 2 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 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 Two-way regularization for MEG source reconstruction via multilevel coordinate descent. Zbl 06248406Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng 1 2013 A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter 3 2012 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 1 2012 Far beyond the classical data models: symbolic data analysis. Zbl 07260275Noirhomme-fraiture, Monique; Brito, Paula 3 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 2 2011 A classification for community discovery methods in complex networks. Zbl 07260300Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino 2 2011 The quantile method for symbolic principal component analysis. Zbl 07260277Ichino, Manabu 1 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 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 Relative clustering validity criteria: a comparative overview. Zbl 07260245Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R. 2 2010 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 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 1 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 all cited Publications top 5 cited Publications all top 5 Cited by 140 Authors 3 Izbicki, Rafael 2 Giannakis, Dimitrios 2 Silva, Ivair R. 2 Stern, Rafael Bassi 2 Vaz, Afonso Fernandes 1 Acharya, Mithun P. 1 Ahmed, Imtiaz 1 Alexanderian, Alen 1 Amaral, Paula Alexandra 1 Aspnes, James 1 Backhaus, Hendrik 1 Bai, Jiawei 1 Baras, John S. 1 Batagelj, Vladimir 1 Bhaduri, Kanishka 1 Biau, Gérard 1 Bishop, Adrian N. 1 Bloem, Peter 1 Brito, Paula 1 Butts, Carter T. 1 Catoia Pulgrossi, Rafael 1 Cercone, Nick J. 1 Chatterjee, Nilanjan 1 Chen, Chuanhai 1 Chen, Ting-Huei 1 Chunaev, Petr 1 Combi, Carlo 1 D’Ambrosio, Antonio 1 de Andrade Lopes, Alneu 1 de Figueiredo, Weslei L. 1 de Rooij, Steven 1 Di Lascio, F. Marta L. 1 Dias, Sónia 1 Ding, Yu 1 Doucet, Arnaud 1 Durante, Fabrizio 1 Epifanio, Irene 1 Farzanyar, Zahra 1 Ferreira, Vinícius 1 Fu, Ting 1 Fuchs, Sebastian 1 Genç, Murat 1 Genschel, Ulrike 1 Green, Philip 1 Grünwald, Peter D. 1 Guo, Xiao 1 Gupta, Vandana 1 Guy, Hayley 1 Hadimaja, Matthew Zakharia 1 Harris, Tamara B. 1 Hu, Xia Ben 1 Huang, Lei 1 Hyndman, Rob J. 1 Ichino, Manabu 1 Interdonato, Roberto 1 Iorio, Carmela 1 Ivanescu, Andrada E. 1 Jin, Tongtong 1 Kandanaarachchi, Sevvandi 1 Kangavari, Mohammadreza 1 Kargupta, Hillol 1 Kejžar, Nataša 1 Kifer, Daniel 1 Korenjak-Černe, Simona 1 Krivitsky, Pavel N. 1 Lalropuia, K. C. 1 Landi, Maria Teresa 1 Li, Shizheng 1 Lin, Ge 1 Liu, Siyuan 1 Lombardi Oliveira, Natalia 1 Luo, Zhao Tang 1 Maboudou-Tchao, Edgard M. 1 Machanavajjhala, Ashwin 1 Magnani, Matteo 1 Mallick, Bani K. 1 Mao, Hua 1 Marques, Reinaldo 1 Marrouch, Natasza 1 Maté, Carlos G. 1 Maurer, Mathew 1 Messer, Michael 1 Minatel, Diego 1 Mueller, Ute A. 1 Muñoz, Mario Andrés 1 Nettleton, Dan 1 Nordhausen, Klaus 1 Ólafsson, Sigurdur 1 Özkale, M. Revan 1 Peeters, Luk J. M. 1 Perna, Diego 1 Pham, Hieu T. 1 Polpo, Adriano 1 Pun, Chi Seng 1 Qu, Qiang 1 Radojičić, Una 1 Read, Heather L. 1 Ren, Mingyang 1 Rizzi, Romeo 1 Roos, Teemu ...and 40 more Authors all top 5 Cited in 32 Journals 5 Computational Statistics and Data Analysis 3 Journal of Machine Learning Research (JMLR) 3 Advances in Data Analysis and Classification. ADAC 2 Information Processing Letters 2 Journal of the American Statistical Association 2 Journal of Computational and Applied Mathematics 2 Computational Statistics 2 Data Mining and Knowledge Discovery 2 Statistical Analysis and Data Mining 2 Computer Science Review 1 ACM Transactions on Database Systems 1 Annals of the Institute of Statistical Mathematics 1 Information Sciences 1 Journal of Multivariate Analysis 1 SIAM Journal on Control and Optimization 1 Theoretical Computer Science 1 Revista Colombiana de Estadística 1 Journal of Classification 1 Statistics 1 Sequential Analysis 1 Statistical Science 1 Journal of Scientific Computing 1 Applied Mathematical Modelling 1 European Journal of Operational Research 1 Test 1 Annals of Mathematics and Artificial Intelligence 1 Acta Mathematica Sinica. English Series 1 Fundamenta Informaticae 1 Journal of the Indonesian Mathematical Society 1 Mathematical Geosciences 1 Research in the Mathematical Sciences 1 International Journal of Mathematics for Industry all top 5 Cited in 17 Fields 31 Statistics (62-XX) 23 Computer science (68-XX) 5 Probability theory and stochastic processes (60-XX) 5 Numerical analysis (65-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Operations research, mathematical programming (90-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Systems theory; control (93-XX) 2 Information and communication theory, circuits (94-XX) 1 Combinatorics (05-XX) 1 Functions of a complex variable (30-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) 1 Biology and other natural sciences (92-XX) Citations by Year