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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 9,378 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 970 more Authors

Publications by Year

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 1166.62383
Datta, Souptik; Kargupta, Hillol
3
2009
Far beyond the classical data models: symbolic data analysis. Zbl 07260275
Noirhomme-fraiture, Monique; Brito, Paula
3
2011
A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336
Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter
3
2012
A weighted random forests approach to improve predictive performance. Zbl 1281.62238
Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M.
3
2013
Learning with many experts: model selection and sparsity. Zbl 1281.62146
Izbicki, Rafael; Stern, Rafael Bassi
3
2013
Tests for mean vectors in high dimension. Zbl 06248409
Maboudou-Tchao, Edgard M.; Silva, Ivair
3
2013
Relative clustering validity criteria: a comparative overview. Zbl 07260245
Vendramin, 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 07260279
Arroyo, Javier; González-rivera, Gloria; Maté, Carlos; Roque, Antonio Muñoz San
2
2011
A classification for community discovery methods in complex networks. Zbl 07260300
Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino
2
2011
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
2
2013
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
2
2015
Detecting the end of agreement between two long ranked lists. Zbl 06248399
Sampath, Srinath; Verducci, Joseph S.
2
2013
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
1
2009
How to deal with malicious users in privacy-preserving distributed data mining. Zbl 1178.68224
Duan, Yitao; Canny, John
1
2009
Latent variable mining with its applications to anomalous behavior detection. Zbl 1166.62384
Hirose, Shunsuke; Yamanishi, Kenji
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
The quantile method for symbolic principal component analysis. Zbl 07260277
Ichino, Manabu
1
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
1
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
1
2011
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
1
2012
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
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
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
1
2015
Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609
Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen
1
2016
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
1
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
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
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
1
2019
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714
Constantine, Paul G.; Doostan, Alireza
1
2017
Cellwise robust regularized discriminant analysis. Zbl 07260726
Aerts, Stéphanie; Wilms, Ines
1
2017
A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735
Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas
1
2018
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, 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 06248406
Tian, Tian Siva; Huang, Jianhua Z.; Shen, Haipeng
1
2013
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
1
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
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
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
1
2019
A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735
Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas
1
2018
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, 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 07260714
Constantine, Paul G.; Doostan, Alireza
1
2017
Cellwise robust regularized discriminant analysis. Zbl 07260726
Aerts, Stéphanie; Wilms, Ines
1
2017
Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609
Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen
1
2016
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
2
2015
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
1
2015
A weighted random forests approach to improve predictive performance. Zbl 1281.62238
Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M.
3
2013
Learning with many experts: model selection and sparsity. Zbl 1281.62146
Izbicki, Rafael; Stern, Rafael Bassi
3
2013
Tests for mean vectors in high dimension. Zbl 06248409
Maboudou-Tchao, Edgard M.; Silva, Ivair
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
Detecting the end of agreement between two long ranked lists. Zbl 06248399
Sampath, Srinath; Verducci, Joseph S.
2
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
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
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
3
2012
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
1
2012
Far beyond the classical data models: symbolic data analysis. Zbl 07260275
Noirhomme-fraiture, Monique; Brito, Paula
3
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
2
2011
A classification for community discovery methods in complex networks. Zbl 07260300
Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino
2
2011
The quantile method for symbolic principal component analysis. Zbl 07260277
Ichino, Manabu
1
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
1
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
1
2011
Relative clustering validity criteria: a comparative overview. Zbl 07260245
Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R.
2
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
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
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
1
2009
How to deal with malicious users in privacy-preserving distributed data mining. Zbl 1178.68224
Duan, Yitao; Canny, John
1
2009
Latent variable mining with its applications to anomalous behavior detection. Zbl 1166.62384
Hirose, Shunsuke; Yamanishi, Kenji
1
2009
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

Citations by Year