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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: https://onlinelibrary.wiley.com/loi/19321872
Comments: Journal; Published electronic only as of Vol. 7 (2014). Print ISSN until then: 1932-1864.
Documents Indexed: 426 Publications (since 2008)
References Indexed: 374 Publications with 13,282 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 Li, Jia
4 Madigan, David
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 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 Montana, Giovanni
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.
2 Wasserman, Stanley S.
...and 979 more Authors

Publications by Year

Citations contained in zbMATH Open

208 Publications have been cited 698 times in 607 Documents Cited by Year
Far beyond the classical data models: symbolic data analysis. Zbl 07260275
Noirhomme-fraiture, Monique; Brito, Paula
33
2011
Seriation and matrix reordering methods: an historical overview. Zbl 07260234
Liiv, Innar
30
2010
A survey on unsupervised outlier detection in high-dimensional numerical data. Zbl 07260336
Zimek, Arthur; Schubert, Erich; Kriegel, Hans-peter
28
2012
A classification for community discovery methods in complex networks. Zbl 07260300
Coscia, Michele; Giannotti, Fosca; Pedreschi, Dino
18
2011
Fast projection-based methods for the least squares nonnegative matrix approximation problem. Zbl 07260181
Kim, Dongmin; Sra, Suvrit; Dhillon, Inderjit S.
15
2008
Principal component analysis for interval-valued observations. Zbl 07260280
Douzal-chouakria, A.; Billard, L.; Diday, E.
15
2011
Reduced rank ridge regression and its kernel extensions. Zbl 07260307
Mukherjee, Ashin; Zhu, Ji
14
2011
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
13
2012
Mining compressing sequential patterns. Zbl 07260381
Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon
12
2014
Relative clustering validity criteria: a comparative overview. Zbl 07260245
Vendramin, Lucas; Campello, Ricardo J. G. B.; Hruschka, Eduardo R.
12
2010
Brief overview of symbolic data and analytic issues. Zbl 07260274
Billard, L.
12
2011
A resampling approach for interval-valued data regression. Zbl 07260334
Ahn, Jeongyoun; Peng, Muliang; Park, Cheolwoo; Jeon, Yongho
12
2012
Discovering an active subspace in a single-diode solar cell model. Zbl 07260443
Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark
12
2015
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
11
2015
Sequential change-point detection based on direct density-ratio estimation. Zbl 07260318
Kawahara, Yoshinobu; Sugiyama, Masashi
11
2012
Interval archetypes: a new tool for interval data analysis. Zbl 07260333
D’esposito, Maria R.; Palumbo, Francesco; Ragozini, Giancarlo
11
2012
The quantile method for symbolic principal component analysis. Zbl 07260277
Ichino, Manabu
10
2011
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714
Constantine, Paul G.; Doostan, Alireza
9
2017
Model selection procedure for high-dimensional data. Zbl 07260255
Zhang, Yongli; Shen, Xiaotong
8
2010
A hybrid data mining metaheuristic for the \(P\)-Median problem. Zbl 07260285
Plastino, Alexandre; Fuchshuber, Richard; Martins, Simone De L.; Freitas, Alex A.; Salhi, Said
8
2011
Random forest missing data algorithms. Zbl 07260721
Tang, Fei; Ishwaran, Hemant
7
2017
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.
7
2012
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2014
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
6
2015
Vertex nomination via seeded graph matching. Zbl 07260677
Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E.
6
2020
Random survival forests for high-dimensional data. Zbl 07260271
Ishwaran, Hemant; Kogalur, Udaya B.; Chen, Xi; Minn, Andy J.
6
2011
Nonlinear Laplacian spectral analysis: capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data. Zbl 07260360
Giannakis, Dimitrios; Majda, Andrew J.
6
2013
Divide and recombine (D& R): data science for large complex data. Zbl 07260415
Cleveland, William S.; Hafen, Ryan
5
2014
Survival prediction and variable selection with simultaneous shrinkage and grouping priors. Zbl 07260427
Lee, Kyu Ha; Chakraborty, Sounak; Sun, Jianguo
5
2015
Visualizing statistical models: removing the blindfold. Zbl 07260435
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
5
2015
Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto
5
2019
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
5
2011
Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Zbl 07260299
Steinhaeuser, Karsten; Chawla, Nitesh V.; Ganguly, Auroop R.
5
2011
From black and white to full color: extending redescription mining outside the Boolean world. Zbl 07260331
Galbrun, Esther; Miettinen, Pauli
5
2012
Minimizing the variance of cluster mixture models for clustering uncertain objects. Zbl 07260356
Gullo, Francesco; Ponti, Giovanni; Tagarelli, Andrea
5
2013
H-plots for displaying nonmetric dissimilarity matrices. Zbl 07260357
Epifanio, Irene
5
2013
Regularized partial least squares with an application to NMR spectroscopy. Zbl 07260370
Allen, Genevera I.; Peterson, Christine; Vannucci, Marina; Maletić-savatić, Mirjana
5
2013
A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379
Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G.
5
2014
A weighted random forests approach to improve predictive performance. Zbl 1281.62238
Winham, Stacey J.; Freimuth, Robert R.; Biernacka, Joanna M.
5
2013
Learning with many experts: model selection and sparsity. Zbl 1281.62146
Izbicki, Rafael; Stern, Rafael Bassi
5
2013
Distance-based analysis of variance: approximate inference. Zbl 07260417
Minas, Christopher; Montana, Giovanni
4
2014
Spatial regression and estimation of disease risks: a clustering-based approach. Zbl 07260609
Feng, Wenning; Lim, Chae Young; Maiti, Tapabrata; Zhang, Zhen
4
2016
Archetypal analysis for data-driven prototype identification. Zbl 07260698
Ragozini, G.; Palumbo, F.; D’Esposito, M. R.
4
2017
Dimension reduction in magnetohydrodynamics power generation models: dimensional analysis and active subspaces. Zbl 07260718
Glaws, Andrew; Constantine, Paul G.; Shadid, John N.; Wildey, Timothy M.
4
2017
ORIGAMI: a novel and effective approach for mining representative orthogonal graph patterns. Zbl 07260185
Chaoji, Vineet; Hasan, Mohammad Al; Salem, Saeed; Besson, Jeremy; Zaki, Mohammed J.
4
2008
A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks. Zbl 07260297
Ouzienko, Vladimir; Guo, Yuhong; Obradovic, Zoran
4
2011
Model-based clustering of regression time series data via APECM – an AECM algorithm sung to an even faster beat. Zbl 07260303
Chen, Wei-chen; Maitra, Ranjan
4
2011
Effective graph classification based on topological and label attributes. Zbl 07260330
Li, Geng; Semerci, Murat; Yener, Bülent; Zaki, Mohammed J.
4
2012
Text mining in computational advertising. Zbl 07260368
Soriano, Jacopo; Au, Timothy; Banks, David
4
2013
Posterior singular spectrum analysis. Zbl 07260375
Holmström, Lasse; Launonen, Ilkka
4
2013
Principal component analysis for bar charts and metabins tables. Zbl 07260376
Diday, Edwin
4
2013
An efficient \(k\)-means-type algorithm for clustering datasets with incomplete records. Zbl 07260746
Lithio, Andrew; Maitra, Ranjan
4
2018
Tests for mean vectors in high dimension. Zbl 06248409
Maboudou-Tchao, Edgard M.; Silva, Ivair
4
2013
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
A framework for dynamic link prediction in heterogeneous networks. Zbl 07260380
Aggarwal, Charu C.; Xie, Yan; Yu, Philip S.
3
2014
Forest resampling for distributed sequential Monte Carlo. Zbl 07260592
Lee, Anthony; Whiteley, Nick
3
2016
Robust variable screening for regression using factor profiling. Zbl 07260620
Wang, Yixin; van Aelst, Stefan
3
2019
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
3
2019
Tik-means: transformation-infused \(K\)-means clustering for skewed groups. Zbl 07260632
Berry, Nicholas S.; Maitra, Ranjan
3
2019
Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Zbl 07260643
Li, Jia; Seo, Beomseok; Lin, Lin
3
2019
Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647
Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A.
3
2019
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
3
2019
Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719
Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting
3
2017
Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731
Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren
3
2018
Less is more: sparse graph mining with compact matrix decomposition. Zbl 07260179
Sun, Jimeng; Xie, Yinglian; Zhang, Hui; Faloutsos, Christos
3
2008
Distributed decision-tree induction in peer-to-peer systems. Zbl 07260186
Bhaduri, Kanishka; Wolff, Ran; Giannella, Chris; Kargupta, Hillol
3
2008
Bayesian adaptive nearest neighbor. Zbl 07260235
Guo, Ruixin; Chakraborty, Sounak
3
2010
Exploiting associations between word clusters and document classes for cross-domain text categorization. Zbl 07260270
Zhuang, Fuzhen; Luo, Ping; Xiong, Hui; He, Qing; Xiong, Yuhong; Shi, Zhongzhi
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
3
2011
Efficient estimation in model-based clustering of Gaussian regression time series. Zbl 07260316
Melnykov, Volodymyr
3
2012
Nonlinear vertex discriminant analysis with reproducing kernels. Zbl 07260321
Wu, Tong Tong; Wu, Yichao
3
2012
Content-boosted matrix factorization techniques for recommender systems. Zbl 07260369
Nguyen, Jennifer; Zhu, Mu
3
2013
Attack chain detection. Zbl 07260450
Sexton, Joseph; Storlie, Curtis; Neil, Joshua
3
2015
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
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas
3
2018
Detecting the end of agreement between two long ranked lists. Zbl 06248399
Sampath, Srinath; Verducci, Joseph S.
3
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
2
2009
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.
2
2010
Coselection of features and instances for unsupervised rare category analysis. Zbl 07260260
He, Jingrui; Carbonell, Jaime
2
2010
Bayesian cluster ensembles. Zbl 07260267
Wang, Hongjun; Shan, Hanhuai; Banerjee, Arindam
2
2011
Tracking climate models. Zbl 07260290
Monteleoni, Claire; Schmidt, Gavin A.; Saroha, Shailesh; Asplund, Eva
2
2011
Two tales of variable selection for high dimensional regression: screening and model building. Zbl 07260388
Liu, Cong; Shi, Tao; Lee, Yoonkyung
2
2014
Causal inference of interaction effects with inverse propensity weighting, G-computation and tree-based standardization. Zbl 07260403
Kang, Joseph; Su, Xiaogang; Liu, Lei; Daviglus, Martha L.
2
2014
Bayesian visual analytics: BaVA. Zbl 07260420
House, Leanna; Leman, Scotland; Han, Chao
2
2015
Improving inference of Gaussian mixtures using auxiliary variables. Zbl 07260422
Mercatanti, Andrea; Li, Fan; Mealli, Fabrizia
2
2015
Constructive setting for problems of density ratio estimation. Zbl 07260430
Vapnik, Vladimir; Braga, Igor; Izmailov, Rauf
2
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.
2
2016
Predicting the future performance of soccer players. Zbl 07260603
Arndt, Cornelius; Brefeld, Ulf
2
2016
Big data and the missing links. Zbl 07260608
De Veaux, Richard D.; Hoerl, Roger W.; Snee, Ronald D.
2
2016
Elastic functional principal component regression. Zbl 07260622
Tucker, J. Derek; Lewis, John R.; Srivastava, Anuj
2
2019
Marked point process models for the admissions of heart failure patients. Zbl 07260624
Mancini, Luca; Paganoni, Anna Maria
2
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
2
2019
Synthesizing simulation and field data of solar irradiance. Zbl 07260639
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lu, Siyuan; Hwang, Youngdeok
2
2019
Two-sample test based on classification probability. Zbl 07260660
Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang
2
2020
Sufficient dimension folding in regression via distance covariance for matrix-valued predictors. Zbl 07260664
Sheng, Wenhui; Yuan, Qingcong
2
2020
Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683
Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia
2
2020
Fast robust SUR with economical and actuarial applications. Zbl 07260703
Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem
2
2017
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Zbl 07260723
Li, Qiwei; Guindani, Michele; Reich, Brian J.; Bondell, Howard D.; Vannucci, Marina
2
2017
A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735
Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas
2
2018
Least angle regression and Lasso for large datasets. Zbl 07260198
Fraley, Chris; Hesterberg, Tim
2
2009
Vertex nomination via seeded graph matching. Zbl 07260677
Patsolic, Heather G.; Park, Youngser; Lyzinski, Vince; Priebe, Carey E.
6
2020
Two-sample test based on classification probability. Zbl 07260660
Cai, Haiyan; Goggin, Bryan; Jiang, Qingtang
2
2020
Sufficient dimension folding in regression via distance covariance for matrix-valued predictors. Zbl 07260664
Sheng, Wenhui; Yuan, Qingcong
2
2020
Knot selection in sparse Gaussian processes with a variational objective function. Zbl 07260683
Garton, Nathaniel; Niemi, Jarad; Carriquiry, Alicia
2
2020
A new method for performance analysis in nonlinear dimensionality reduction. Zbl 07260666
Liang, Jiaxi; Chenouri, Shojaeddin; Small, Christopher G.
1
2020
In praise of partially interpretable predictors. Zbl 07260668
Le, Tri; Clarke, Bertrand
1
2020
A flexible procedure for mixture proportion estimation in positive-unlabeled learning. Zbl 07260672
Lin, Zhenfeng; Long, James P.
1
2020
Bent line quantile regression via a smoothing technique. Zbl 07260676
Zhou, Xiaoying; Zhang, Feipeng
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
Mr plot: a big data tool for distinguishing distributions. Zbl 07260688
Ardakani, Omid M.; Asadi, Majid; Ebrahimi, Nader; Soofi, Ehsan S.
1
2020
Sure estimates for high dimensional classification. Zbl 07260690
Ji, Zhi; Wei, Yang; Li, Zhouping
1
2020
Classification of high-dimensional electroencephalography data with location selection using structured spike-and-slab prior. Zbl 07260693
Mohammed, Shariq; Dey, Dipak K.; Zhang, Yuping
1
2020
Multivariate hidden Markov models for disease progression. Zbl 07260695
Martino, Andrea; Guatteri, Giuseppina; Paganoni, Anna Maria
1
2020
Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto
5
2019
Robust variable screening for regression using factor profiling. Zbl 07260620
Wang, Yixin; van Aelst, Stefan
3
2019
Optimization and testing in linear non-Gaussian component analysis. Zbl 07260626
Jin, Ze; Risk, Benjamin B.; Matteson, David S.
3
2019
Tik-means: transformation-infused \(K\)-means clustering for skewed groups. Zbl 07260632
Berry, Nicholas S.; Maitra, Ranjan
3
2019
Optimal transport, mean partition, and uncertainty assessment in cluster analysis. Zbl 07260643
Li, Jia; Seo, Beomseok; Lin, Lin
3
2019
Dissimilarity measure for ranking data via mixture of copulae. Zbl 07260647
Bonanomi, Andrea; Ruscone, Marta Nai; Osmetti, Silvia A.
3
2019
Forecasting basketball players’ performance using sparse functional data. Zbl 07260658
Vinué, Guillermo; Epifanio, Irene
3
2019
Elastic functional principal component regression. Zbl 07260622
Tucker, J. Derek; Lewis, John R.; Srivastava, Anuj
2
2019
Marked point process models for the admissions of heart failure patients. Zbl 07260624
Mancini, Luca; Paganoni, Anna Maria
2
2019
Pruning variable selection ensembles. Zbl 07260628
Zhang, Chunxia; Wu, Yilei; Zhu, Mu
2
2019
Synthesizing simulation and field data of solar irradiance. Zbl 07260639
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lu, Siyuan; Hwang, Youngdeok
2
2019
Sparse linear discriminant analysis in structured covariates space. Zbl 07260619
Safo, Sandra E.; Long, Qi
1
2019
Anomalous cluster detection in spatiotemporal meteorological fields. Zbl 07260621
Ramachandra, Bharathkumar; Dutton, Benjamin; Vatsavai, Ranga Raju
1
2019
An unsupervised Bayesian hierarchical method for medical fraud assessment. Zbl 07260623
Ekin, Tahir; Lakomski, Greg; Musal, Rasim Muzaffer
1
2019
Spatial modeling of brain connectivity data via latent distance models with nodes clustering. Zbl 07260629
Aliverti, Emanuele; Durante, Daniele
1
2019
Two-sample homogeneity testing: a procedure based on comparing distributions of interpoint distances. Zbl 07260633
Montero-manso, Pablo; Vilar, José A.
1
2019
Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers. Zbl 07260638
Alexandrov, Boian S.; Stanev, Valentin G.; Vesselinov, Velimir V.; Rasmussen, Kim Ø.
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
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
An efficient \(k\)-means-type algorithm for clustering datasets with incomplete records. Zbl 07260746
Lithio, Andrew; Maitra, Ranjan
4
2018
Sparse estimation of multivariate Poisson log-normal models from count data. Zbl 07260731
Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren
3
2018
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
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas
3
2018
A systematic review on intrusion detection based on the hidden Markov model. Zbl 07260735
Ahmadian Ramaki, Ali; Rasoolzadegan, Abbas; Javan Jafari, Abbas
2
2018
Review: An evaluation of data stream clustering algorithms. Zbl 07260738
Mansalis, Stratos; Ntoutsi, Eirini; Pelekis, Nikos; Theodoridis, Yannis
2
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
Adaptive regularization for lasso models in the context of nonstationary data streams. Zbl 07260742
Monti, Ricardo P.; Anagnostopoulos, Christoforos; Montana, Giovanni
2
2018
Whole-volume clustering of time series data from zebrafish brain calcium images via mixture modeling. Zbl 07260727
Nguyen, Hien D.; Ullmann, Jeremy F. P.; McLachlan, Geoffrey J.; Voleti, Venkatakaushik; Li, Wenze; Hillman, Elizabeth M. C.; Reutens, David C.; Janke, Andrew L.
1
2018
Sparse Fisher’s linear discriminant analysis for partially labeled data. Zbl 07260728
Lu, Qiyi; Qiao, Xingye
1
2018
Building cancer prognosis systems with survival function clusters. Zbl 07260734
Muñoz, Johanna; Murua, Alejandro
1
2018
Some remarks on the \(R^2\) for clustering. Zbl 07260736
Loperfido, Nicola; Tarpey, Thaddeus
1
2018
Rotational grid, PAI-maximizing crime forecasts. Zbl 07260741
Mohler, George; Porter, Michael D.
1
2018
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Zbl 07260714
Constantine, Paul G.; Doostan, Alireza
9
2017
Random forest missing data algorithms. Zbl 07260721
Tang, Fei; Ishwaran, Hemant
7
2017
Archetypal analysis for data-driven prototype identification. Zbl 07260698
Ragozini, G.; Palumbo, F.; D’Esposito, M. R.
4
2017
Dimension reduction in magnetohydrodynamics power generation models: dimensional analysis and active subspaces. Zbl 07260718
Glaws, Andrew; Constantine, Paul G.; Shadid, John N.; Wildey, Timothy M.
4
2017
Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Zbl 07260719
Mudunuru, Maruti Kumar; Karra, Satish; Makedonska, Nataliia; Chen, Ting
3
2017
Fast robust SUR with economical and actuarial applications. Zbl 07260703
Hubert, Mia; Verdonck, Tim; Yorulmaz, Özlem
2
2017
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Zbl 07260723
Li, Qiwei; Guindani, Michele; Reich, Brian J.; Bondell, Howard D.; Vannucci, Marina
2
2017
Functional confidence bands for lichen biodiversity profiles: a case study in tuscany region (central Italy). Zbl 07260699
Di Battista, Tonio; Fortuna, Francesca
1
2017
Latent Markov and growth mixture models for ordinal individual responses with covariates: a comparison. Zbl 07260700
Pennoni, Fulvia; Romeo, Isabella
1
2017
Leveraging temporal autocorrelation of historical data for improving accuracy in network regression. Zbl 07260701
Loglisci, Corrado; Malerba, Donato
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
4
2016
Forest resampling for distributed sequential Monte Carlo. Zbl 07260592
Lee, Anthony; Whiteley, Nick
3
2016
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.
2
2016
Predicting the future performance of soccer players. Zbl 07260603
Arndt, Cornelius; Brefeld, Ulf
2
2016
Big data and the missing links. Zbl 07260608
De Veaux, Richard D.; Hoerl, Roger W.; Snee, Ronald D.
2
2016
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Zbl 07260581
Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R.
1
2016
Hierarchical models for multiple, rare outcomes using massive observational healthcare databases. Zbl 07260594
Shaddox, Trevor R.; Ryan, Patrick B.; Schuemie, Martijn J.; Madigan, David; Suchard, Marc A.
1
2016
Turbo-SMT: parallel coupled sparse matrix-tensor factorizations and applications. Zbl 07260595
Papalexakis, Evangelos E.; Mitchell, Tom M.; Sidiropoulos, Nicholas D.; Faloutsos, Christos; Talukdar, Partha Pratim; Murphy, Brian
1
2016
Using machine learning to draw inferences from pass location data in soccer. Zbl 07260600
Brooks, Joel; Kerr, Matthew; Guttag, John
1
2016
Basketball predictions in the ncaab and Nba: similarities and differences. Zbl 07260601
Zimmermann, Albrecht
1
2016
Use and communication of probabilistic forecasts. Zbl 07260607
Raftery, Adrian E.
1
2016
Discovering an active subspace in a single-diode solar cell model. Zbl 07260443
Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark
12
2015
Linear regression model with histogram-valued variables. Zbl 07260426
Dias, Sónia; Brito, Paula
11
2015
Summarizing and understanding large graphs. Zbl 07260433
Koutra, Danai; Kang, U.; Vreeken, Jilles; Faloutsos, Christos
6
2015
Survival prediction and variable selection with simultaneous shrinkage and grouping priors. Zbl 07260427
Lee, Kyu Ha; Chakraborty, Sounak; Sun, Jianguo
5
2015
Visualizing statistical models: removing the blindfold. Zbl 07260435
Wickham, Hadley; Cook, Dianne; Hofmann, Heike
5
2015
Attack chain detection. Zbl 07260450
Sexton, Joseph; Storlie, Curtis; Neil, Joshua
3
2015
Bayesian visual analytics: BaVA. Zbl 07260420
House, Leanna; Leman, Scotland; Han, Chao
2
2015
Improving inference of Gaussian mixtures using auxiliary variables. Zbl 07260422
Mercatanti, Andrea; Li, Fan; Mealli, Fabrizia
2
2015
Constructive setting for problems of density ratio estimation. Zbl 07260430
Vapnik, Vladimir; Braga, Igor; Izmailov, Rauf
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
Trajectory analysis via a geometric feature space approach. Zbl 07260445
Rintoul, Mark D.; Wilson, Andrew T.
1
2015
Impact of response variability on Pareto front optimization. Zbl 07260447
Chapman, Jessica L.; Lu, Lu; Anderson-cook, Christine M.
1
2015
Computing quality scores and uncertainty for approximate pattern matching in geospatial semantic graphs. Zbl 07260449
Stracuzzi, David J.; Brost, Randy C.; Phillips, Cynthia A.; Robinson, David G.; Wilson, Alyson G.; Woodbridge, Diane M.-k.
1
2015
Mining compressing sequential patterns. Zbl 07260381
Lam, Hoang Thanh; Mörchen, Fabian; Fradkin, Dmitriy; Calders, Toon
12
2014
Wedge sampling for computing clustering coefficients and triangle counts on large graphs. Zbl 07260400
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G.
6
2014
Divide and recombine (D& R): data science for large complex data. Zbl 07260415
Cleveland, William S.; Hafen, Ryan
5
2014
A distributed kernel summation framework for general-dimension machine learning. Zbl 07260379
Lee, Dongryeol; Sao, Piyush; Vuduc, Richard; Gray, Alexander G.
5
2014
Distance-based analysis of variance: approximate inference. Zbl 07260417
Minas, Christopher; Montana, Giovanni
4
2014
A framework for dynamic link prediction in heterogeneous networks. Zbl 07260380
Aggarwal, Charu C.; Xie, Yan; Yu, Philip S.
3
2014
Two tales of variable selection for high dimensional regression: screening and model building. Zbl 07260388
Liu, Cong; Shi, Tao; Lee, Yoonkyung
2
2014
Causal inference of interaction effects with inverse propensity weighting, G-computation and tree-based standardization. Zbl 07260403
Kang, Joseph; Su, Xiaogang; Liu, Lei; Daviglus, Martha L.
2
2014
Measurement of data complexity for classification problems with unbalanced data. Zbl 07260392
Anwar, Nafees; Jones, Geoff; Ganesh, Siva
2
2014
Marbles: mining association rules buried in long event sequences. Zbl 07260385
Cule, Boris; Tatti, Nikolaj; Goethals, Bart
1
2014
Fast and accurate detection of changes in data streams. Zbl 07260387
Badarna, Murad; Wolff, Ran
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
Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks. Zbl 07260401
Deng, Hongbo; Han, Jiawei; Li, Hao; Ji, Heng; Wang, Hongning; Lu, Yue
1
2014
Robustness properties of a sequential test for vaccine safety in the presence of misspecification. Zbl 07260406
Franks, Riley; Sandhu, Sukhminder; Avagyan, Armen; Lu, Yun; Hong, Han; Garcia, Bruno; Worrall, Christopher; Kelman, Jeffrey; Ball, Robert; Macurdy, Thomas
1
2014
Survival analysis with electronic health record data: experiments with chronic kidney disease. Zbl 07260408
Hagar, Yolanda; Albers, David; Pivovarov, Rimma; Chase, Herbert; Dukic, Vanja; Elhadad, Noémie
1
2014
Dual-tree fast exact max-kernel search. Zbl 07260396
Curtin, Ryan R.; Ram, Parikshit
1
2014
...and 108 more Documents
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Cited by 1,528 Authors

10 Epifanio, Irene
8 Brito, Paula
7 Billard, Lynne
7 Constantine, Paul G.
6 Laurent, Monique
5 Chen, Kun
5 Janssen, Jeannette C. M.
5 Lyzinski, Vince
5 Priebe, Carey E.
5 Seminaroti, Matteo
5 Sisson, Scott A.
5 Sugiyama, Masashi
4 Adams, Niall M.
4 Beranger, Boris
4 Diday, Edwin
4 Filzmoser, Peter
4 Giannakis, Dimitrios
4 Holmström, Lasse
4 Izbicki, Rafael
4 Liu, Song
4 Melnykov, Volodymyr
4 Plastino, Alexandre
4 Schweinberger, Michael
4 Suzuki, Taiji
3 Bai, Lu
3 Campello, Ricardo José Gabrielli Barreto
3 Cleveland, William S.
3 Cook, Dianne
3 Dey, Dipak Kumar
3 Dias, Sónia
3 Glaws, Andrew
3 Gramacy, Robert B.
3 Hancock, Edwin Robert
3 Hyman, Jeffrey D.
3 Irpino, Antonio
3 Kargupta, Hillol
3 Laa, Ursula
3 Launonen, Ilkka
3 Li, Jia
3 Lin, Lin
3 Liquet, Benoit
3 Murphy, Thomas Brendan
3 Park, Cheolwoo
3 Pasanen, Leena
3 Stern, Rafael Bassi
3 Valencia, German
3 Van Aelst, Stefan
3 Vinué, Guillermo
3 Wang, Huiwen
2 Babkin, Sergii
2 Bhaduri, Kanishka
2 Biau, Gérard
2 Biros, George
2 Breiteneder, Christian J.
2 Brodinová, Šárka
2 Bui-Thanh, Tan
2 Chen, Chun-Houh
2 Chen, Duan
2 Choi, Hosik
2 Clarke, Bertrand S.
2 Das, Kamalika
2 DasGupta, Bhaskar
2 de Holanda Maia, Marcelo Rodrigues
2 Dempsey, Walter
2 Ding, Peng
2 du Plessis, Marthinus Christoffel
2 Duarte Silva, Antonio Pedro
2 Facchinetti, Silvia
2 Fosdick, Bailey K.
2 Fournier-Viger, Philippe
2 Frigau, Luca
2 Galbrun, Esther
2 Genç, Murat
2 Ghandehari, Mahya
2 Giudici, Paolo
2 Guo, Xiao
2 Hafen, Ryan
2 Heard, Nicholas A.
2 Hoagg, Jesse B.
2 Hoeltgebaum, Henrique
2 Horta, Danilo
2 Hron, Karel
2 Hyndman, Rob J.
2 Ibáñez, María Victoria
2 Ishwaran, Hemant
2 Jung, Hohyun
2 Kanamori, Takafumi
2 Kandanaarachchi, Sevvandi
2 Kao, Chiun-How
2 Kaski, Samuel
2 Kawano, Shuichi
2 Knobbe, Arno J.
2 Le-Rademacher, Jennifer
2 Lee, Juhee
2 Lee, Kyu Ha
2 Levin, Keith D.
2 Li, Bing
2 Li, Gen
2 Li, Geng
2 Li, Yan
...and 1,428 more Authors
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Cited in 181 Journals

44 Statistical Analysis and Data Mining
26 Computational Statistics and Data Analysis
24 Data Mining and Knowledge Discovery
23 Advances in Data Analysis and Classification. ADAC
20 Information Sciences
20 Machine Learning
17 Journal of Computational and Graphical Statistics
16 Journal of the American Statistical Association
15 The Annals of Applied Statistics
13 Journal of Applied Statistics
13 Statistics and Computing
11 Journal of Machine Learning Research (JMLR)
10 Journal of Multivariate Analysis
10 European Journal of Operational Research
8 Journal of Classification
8 Computational Statistics
8 Journal of Statistical Computation and Simulation
8 Pattern Recognition
8 SIAM Journal on Scientific Computing
8 Stat
6 Biometrics
6 Neural Computation
6 Statistical Methods and Applications
5 International Statistical Review
5 Statistical Science
5 Communications in Statistics. Simulation and Computation
4 The American Statistician
4 Journal of Computational Physics
4 Biometrical Journal
4 Journal of Computational and Applied Mathematics
4 International Journal of Approximate Reasoning
4 Applied Mathematical Modelling
4 Communications in Statistics. Theory and Methods
4 Mathematical Problems in Engineering
4 Electronic Journal of Statistics
3 Journal of Mathematical Biology
3 Physica A
3 Theoretical Computer Science
3 Neural Networks
3 Linear Algebra and its Applications
3 Test
3 Statistica Sinica
3 Annals of Mathematics and Artificial Intelligence
3 Chaos
3 Mathematical Biosciences and Engineering
3 Journal of the Korean Statistical Society
3 AStA. Advances in Statistical Analysis
3 Bayesian Analysis
3 Computer Science Review
2 Information Processing Letters
2 Physics Reports
2 Scandinavian Journal of Statistics
2 The Annals of Statistics
2 Journal of Econometrics
2 Metron
2 Insurance Mathematics & Economics
2 Journal of Time Series Analysis
2 Sequential Analysis
2 Algorithmica
2 SIAM Journal on Discrete Mathematics
2 SIAM Journal on Matrix Analysis and Applications
2 Annals of Operations Research
2 Complexity
2 International Transactions in Operational Research
2 Far East Journal of Theoretical Statistics
2 International Journal of Applied Mathematics and Computer Science
2 Computational Geosciences
2 Combustion Theory and Modelling
2 Probability in the Engineering and Informational Sciences
2 SORT. Statistics and Operations Research Transactions
2 Journal of Statistical Theory and Practice
2 Algorithms
2 Journal of Agricultural, Biological, and Environmental Statistics
2 Sankhyā. Series B
2 Japanese Journal of Statistics and Data Science
2 Statistical Theory and Related Fields
2 SIAM Journal on Mathematics of Data Science
2 Environmetrics
1 The Canadian Journal of Statistics
1 Discrete Applied Mathematics
1 Journal of Fluid Mechanics
1 Journal of the Franklin Institute
1 Mathematical Methods in the Applied Sciences
1 Psychometrika
1 ACM Transactions on Database Systems
1 Bulletin of Mathematical Biology
1 ACM Transactions on Mathematical Software
1 Annals of the Institute of Statistical Mathematics
1 Applied Mathematics and Computation
1 Automatica
1 Computing
1 Fuzzy Sets and Systems
1 International Journal for Numerical Methods in Engineering
1 Journal of Statistical Planning and Inference
1 SIAM Journal on Computing
1 SIAM Journal on Control and Optimization
1 Statistica
1 Statistica Neerlandica
1 Moscow University Computational Mathematics and Cybernetics
1 European Journal of Combinatorics
...and 81 more Journals
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Cited in 38 Fields

440 Statistics (62-XX)
185 Computer science (68-XX)
48 Operations research, mathematical programming (90-XX)
46 Combinatorics (05-XX)
42 Numerical analysis (65-XX)
37 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
26 Probability theory and stochastic processes (60-XX)
23 Biology and other natural sciences (92-XX)
21 Linear and multilinear algebra; matrix theory (15-XX)
17 Information and communication theory, circuits (94-XX)
9 Geophysics (86-XX)
9 Systems theory; control (93-XX)
5 Dynamical systems and ergodic theory (37-XX)
5 Fluid mechanics (76-XX)
3 Order, lattices, ordered algebraic structures (06-XX)
3 Ordinary differential equations (34-XX)
3 Approximations and expansions (41-XX)
3 Functional analysis (46-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 Mechanics of deformable solids (74-XX)
3 Classical thermodynamics, heat transfer (80-XX)
3 Quantum theory (81-XX)
2 General and overarching topics; collections (00-XX)
2 Mathematical logic and foundations (03-XX)
2 Measure and integration (28-XX)
2 Partial differential equations (35-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 History and biography (01-XX)
1 Functions of a complex variable (30-XX)
1 Special functions (33-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Operator theory (47-XX)
1 Geometry (51-XX)
1 Convex and discrete geometry (52-XX)
1 Differential geometry (53-XX)
1 Algebraic topology (55-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Mathematics education (97-XX)

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