Machine Learning Short Title: Mach. Learn. Publisher: Springer US, New York, NY ISSN: 0885-6125; 1573-0565/e Online: http://link.springer.com/journal/volumesAndIssues/10994 Comments: Indexed cover-to-cover Documents Indexed: 1,450 Publications (since 1988) References Indexed: 1,003 Publications with 42,232 References. all top 5 Latest Issues 111, No. 2 (2022) 111, No. 1 (2022) 110, No. 11-12 (2021) 110, No. 10 (2021) 110, No. 9 (2021) 110, No. 8 (2021) 110, No. 7 (2021) 110, No. 6 (2021) 110, No. 5 (2021) 110, No. 4 (2021) 110, No. 3 (2021) 110, No. 2 (2021) 110, No. 1 (2021) 109, No. 12 (2020) 109, No. 11 (2020) 109, No. 9-10 (2020) 109, No. 8 (2020) 109, No. 7 (2020) 109, No. 6 (2020) 109, No. 5 (2020) 109, No. 4 (2020) 109, No. 3 (2020) 109, No. 2 (2020) 109, No. 1 (2020) 108, No. 12 (2019) 108, No. 11 (2019) 108, No. 10 (2019) 108, No. 8-9 (2019) 108, No. 7 (2019) 108, No. 6 (2019) 108, No. 5 (2019) 108, No. 4 (2019) 108, No. 3 (2019) 108, No. 2 (2019) 108, No. 1 (2019) 107, No. 12 (2018) 107, No. 11 (2018) 107, No. 8-10 (2018) 107, No. 7 (2018) 107, No. 6 (2018) 107, No. 5 (2018) 107, No. 4 (2018) 107, No. 3 (2018) 107, No. 2 (2018) 107, No. 1 (2018) 106, No. 12 (2017) 106, No. 11 (2017) 106, No. 9-10 (2017) 106, No. 8 (2017) 106, No. 7 (2017) 106, No. 6 (2017) 106, No. 5 (2017) 106, No. 4 (2017) 106, No. 3 (2017) 106, No. 2 (2017) 106, No. 1 (2017) 105, No. 3 (2016) 105, No. 2 (2016) 105, No. 1 (2016) 104, No. 2-3 (2016) 104, No. 1 (2016) 103, No. 3 (2016) 103, No. 2 (2016) 103, No. 1 (2016) 102, No. 3 (2016) 102, No. 2 (2016) 102, No. 1 (2016) 101, No. 1-3 (2015) 100, No. 2-3 (2015) 100, No. 1 (2015) 99, No. 3 (2015) 99, No. 2 (2015) 99, No. 1 (2015) 98, No. 3 (2015) 98, No. 1-2 (2015) 97, No. 3 (2014) 97, No. 1-2 (2014) 96, No. 3 (2014) 96, No. 1-2 (2014) 95, No. 3 (2014) 95, No. 2 (2014) 94, No. 3 (2014) 94, No. 2 (2014) 94, No. 1 (2014) 93, No. 2-3 (2013) 93, No. 1 (2013) 92, No. 2-3 (2013) 92, No. 1 (2013) 91, No. 3 (2013) 91, No. 2 (2013) 91, No. 1 (2013) 90, No. 3 (2013) 90, No. 2 (2013) 90, No. 1 (2013) 89, No. 3 (2012) 89, No. 1-2 (2012) 88, No. 3 (2012) 88, No. 1-2 (2012) 87, No. 3 (2012) 87, No. 2 (2012) ...and 156 more Volumes all top 5 Authors 23 Sugiyama, Masashi 20 Muggleton, Stephen H. 17 Hullermeier, Eyke 16 De Raedt, Luc 15 Džeroski, Sašo 13 Srinivasan, Ashwin 13 Webb, Geoffrey I. 11 Flach, Peter A. 11 Warmuth, Manfred K. 10 Inoue, Katsumi 10 Long, Philip M. 10 Riguzzi, Fabrizio 10 Schapire, Robert E. 10 Singer, Yoram 10 Zhou, Zhihua 9 Blockeel, Hendrik 9 Blum, Avrim L. 9 Cesa-Bianchi, Nicolò 9 Jin, Rong 9 Ting, Kai Ming 8 Fürnkranz, Johannes 8 Gama, João 8 Kaski, Samuel 8 Lavrač, Nada 8 Mansour, Yishay 8 Roth, Dan 8 Shawe-Taylor, John 8 Singh, Satinder Pal 7 Ben-David, Shai 7 Bertsimas, Dimitris John 7 Holmes, Geoffrey 7 Kearns, Michael Justin 7 Lugosi, Gábor 7 Pfahringer, Bernhard 7 Provost, Foster 7 Ramon, Jan 7 Szepesvári, Csaba 7 Tamaddoni-Nezhad, Alireza 7 Yang, Tianbao 7 Zhu, Shenghuo 6 Angluin, Dana 6 Bengio, Yoshua 6 Breiman, Leo 6 Cohen, William W. 6 Crammer, Koby 6 Cropper, Andrew 6 Davis, Jesse 6 Domingos, Pedro 6 Kersting, Kristian 6 Kocev, Dragi 6 Landwehr, Niels 6 Lin, Hsuan-Tien 6 Morik, Katharina 6 Suykens, Johan A. K. 6 Tishby, Naftali 6 Vapnik, Vladimir Naumovich 6 Wrobel, Stefan 6 Železný, Filip 5 Auer, Peter 5 Bennett, Kristin P. 5 Bratko, Ivan 5 Brazdil, Pavel B. 5 Bruynooghe, Maurice 5 Bshouty, Nader H. 5 Buntine, Wray L. 5 Cheng, Weiwei 5 Corani, Giorgio 5 de la Higuera, Colin 5 Frasconi, Paolo 5 Gentile, Claudio 5 Getoor, Lise 5 Hoi, Steven C. H. 5 Horváth, Tamás L. 5 Malerba, Donato 5 Munos, Rémi 5 Natarajan, Sriraam 5 Pahikkala, Tapio 5 Peters, Jan 5 Sammut, Claude 5 Scheffer, Tobias 5 Sebag, Michèle 5 Sebban, Marc 5 Tadepalli, Prasad 5 Thrun, Sebastian 5 Tsang, Ivor Wai-Hung 5 Tsitsiklis, John N. 5 Vovk, Vladimir G. 5 Washio, Takashi 5 Weston, Jason 5 Zaverucha, Gerson 5 Zhao, Peilin 4 Balcan, Maria-Florina 4 Baxter, Jonathan 4 Benavoli, Alessio 4 Brodley, Carla E. 4 Brown, Gavin 4 Dayan, Peter 4 Driessens, Kurt 4 Esposito, Floriana 4 Fawcett, Tom E. ...and 2,596 more Authors all top 5 Fields 1,329 Computer science (68-XX) 420 Statistics (62-XX) 85 General and overarching topics; collections (00-XX) 65 Operations research, mathematical programming (90-XX) 50 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 30 Biology and other natural sciences (92-XX) 23 Numerical analysis (65-XX) 22 Probability theory and stochastic processes (60-XX) 13 Information and communication theory, circuits (94-XX) 12 Combinatorics (05-XX) 11 Systems theory; control (93-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 4 History and biography (01-XX) 4 Functional analysis (46-XX) 2 Mathematical logic and foundations (03-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Quantum theory (81-XX) 2 Geophysics (86-XX) 1 Measure and integration (28-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Astronomy and astrophysics (85-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 859 Publications have been cited 10,556 times in 7,404 Documents Cited by ▼ Year ▼ Random forests. Zbl 1007.68152Breiman, Leo 916 2001 Support-vector networks. Zbl 0831.68098Cortes, Corinna; Vapnik, Vladimir 751 1995 Bagging predictors. Zbl 0858.68080Breiman, Leo 590 1996 Gene selection for cancer classification using support vector machines. Zbl 0998.68111Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 208 2002 \({\mathcal Q}\)-learning. Zbl 0773.68062Watkins, Christopher J. C. H.; Dayan, Peter 205 1992 Learning Bayesian networks: The combination of knowledge and statistical data. Zbl 0831.68096Heckerman, David; Geiger, Dan; Chickering, David M. 203 1995 Finite-time analysis of the multiarmed bandit problem. Zbl 1012.68093Auer, Peter; Cesa-Bianchi, Nicolò; Fischer, Paul 182 2002 An introduction to variational methods for graphical models. Zbl 0945.68164Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K. 176 1999 A Bayesian method for the induction of probabilistic networks from data. Zbl 0766.68109Cooper, Gregory F.; Herskovits, Edward 169 1992 Bayesian network classifiers. Zbl 0892.68077Friedman, Nir; Geiger, Dan; Goldszmidt, Moises 153 1997 Choosing multiple parameters for support vector machines. Zbl 0998.68101Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan 124 2002 Correlation clustering. Zbl 1089.68085Bansal, Nikhil; Blum, Avrim; Chawla, Shuchi 121 2004 Improved boosting algorithms using confidence-rated predictions. Zbl 0945.68194Schapire, Robert E.; Singer, Yoram 112 1999 NP-hardness of Euclidean sum-of-squares clustering. Zbl 1378.68047Aloise, Daniel; Deshpande, Amit; Hansen, Pierre; Popat, Preyas 109 2009 On the optimality of the simple Bayesian classifier under zero-one loss. Zbl 0892.68076Domingos, Pedro; Pazzani, Michael 102 1997 An introduction to MCMC for machine learning. Zbl 1033.68081Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I. 98 2003 Soft margins for AdaBoost. Zbl 0969.68128Rätsch, G.; Onoda, T.; Müller, K.-R. 88 2001 Simple statistical gradient-following algorithms for connectionist reinforcement learning. Zbl 0772.68076Williams, Ronald J. 86 1992 Semi-supervised learning on Riemannian manifolds. Zbl 1089.68086Belkin, Mikhail; Niyogi, Partha 72 2004 Text classification from labeled and unlabeled documents using EM. Zbl 0949.68162Nigam, Kamal; McCallum, Andrew Kachites; Thrun, Sebastian; Mitchell, Tom 71 2000 BoosTexter: A boosting-based system for text categorization. Zbl 0951.68561Schapire, Robert E.; Singer, Yoram 67 2000 Very simple classification rules perform well on most commonly used datasets. Zbl 0850.68278Holte, Robert C. 63 1993 A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Zbl 0969.68669Lim, Tjen-Sien; Loh, Wei-Yin; Shih, Yu-Shan 62 2000 Stacked regressions. Zbl 0849.68104Breiman, Leo 61 1996 Support vector data description. Zbl 1078.68728Tax, David M. J.; Duin, Robert P. W. 60 2004 A simple generalisation of the area under the ROC curve for multiple class classification problems. Zbl 1007.68180Hand, David J.; Till, Robert J. 60 2001 Multicategory proximal support vector machine classifiers. Zbl 1101.68758Fung, Glenn M.; Mangasarian, O. L. 60 2005 Toward efficient agnostic learning. Zbl 0938.68797Kearns, Michael J.; Schapire, Robert E.; Sellie, Linda M. 56 1994 Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Zbl 1027.68113Kuncheva, Ludmila I.; Whitaker, Christopher J. 56 2003 Asynchronous stochastic approximation and Q-learning. Zbl 0820.68105Tsitsiklis, John N. 54 1994 Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data. Zbl 1039.68103Monti, Stefano; Tamayo, Pablo; Mesirov, Jill; Golub, Todd 53 2003 Extremely randomized trees. Zbl 1110.68124Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 53 2006 Theoretical and empirical analysis of ReliefF and RReliefF. Zbl 1076.68065Robnik-Šikonja, Marko; Kononenko, Igor 52 2003 Concept decompositions for large sparse text data using clustering. Zbl 0970.68167Dhillon, Inderjit S.; Modha, Dharmendra S. 52 2001 Robust classification for imprecise environments. Zbl 0969.68126Provost, Foster; Fawcett, Tom 52 2001 Model selection and error estimation. Zbl 0998.68117Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 51 2002 Learning from different teachers. Zbl 1027.68106Angluin, Dana; Kriķis, Mārtiņš 51 2003 Approximation and estimation bounds for artificial neural networks. Zbl 0818.68127Barron, Andrew R. 50 1994 Learning conjunctions of Horn clauses. Zbl 0766.68107Angluin, Dana; Frazier, Michael; Pitt, Leonard 48 1992 Clustering large graphs via the singular value decomposition. Zbl 1089.68090Drineas, P.; Frieze, A.; Kannan, R.; Vempala, S.; Vinay, V. 48 2004 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104Friedman, Nir; Koller, Daphne 48 2003 Unsupervised learning by probabilistic latent semantic analysis. Zbl 0970.68130Hofmann, Thomas 48 2001 Benchmarking least squares support vector machine classifiers. Zbl 1078.68737van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos 46 2004 Reduction techniques for instance-based learning algorithms. Zbl 0954.68126Wilson, D. Randall; Martinez, Tony R. 45 2000 Large margin classification using the perceptron algorithm. Zbl 0944.68535Freund, Yoav; Schapire, Robert E. 44 1999 Generalized low rank approximations of matrices. Zbl 1087.65043Ye, Jieping 41 2005 On the learnability and design of output codes for multiclass problems. Zbl 1012.68155Crammer, Koby; Singer, Yoram 40 2002 Inference for the generalization error. Zbl 1039.68104Nadeau, Claude; Bengio, Yoshua 39 2003 On the handling of continuous-valued attributes in decision tree generation. Zbl 0767.68084Fayyad, Usama M.; Irani, Keki B. 37 1992 Training invariant support vector machines. Zbl 0998.68102Decoste, Dennis; Schölkopf, Bernhard 37 2002 Robust ordinal regression in preference learning and ranking. Zbl 1300.68040Corrente, Salvatore; Greco, Salvatore; Kadziński, Miłosz; Słowiński, Roman 36 2013 Logistic regression, AdaBoost and Bregman distances. Zbl 0998.68123Collins, Michael; Schapire, Robert E.; Singer, Yoram 35 2002 Combined SVM-based feature selection and classification. Zbl 1137.90643Neumann, Julia; Schnörr, Christoph; Steidl, Gabriele 35 2005 SPADE: An efficient algorithm for mining frequent sequences. Zbl 0970.68052Zaki, Mohammed J. 34 2001 Selective sampling using the query by committee algorithm. Zbl 0881.68093Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 34 1997 Linear programming boosting via column generation. Zbl 0998.68105Demiriz, Ayhan; Bennett, Kristin P.; Shawe-Taylor, John 33 2002 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 33 1997 Cutting-plane training of structural SVMs. Zbl 1235.68161Joachims, Thorsten; Finley, Thomas; Yu, Chun-Nam John 33 2009 Convergence results for single-step on-policy reinforcement-learning algorithms. Zbl 0954.68127Singh, Satinder; Jaakkola, Tommi; Littman, Michael L.; Szepesvári, Csaba 32 2000 Markov logic networks. Zbl 1470.68221Richardson, Matthew; Domingos, Pedro 32 2006 Practical issues in temporal difference learning. Zbl 0772.68075Tesauro, Gerald 31 1992 Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation. Zbl 1033.68085Fokoué, Ernest; Titterington, D. M. 30 2003 Factorial hidden Markov models. Zbl 0892.68080Ghahramani, Zoubin; Jordan, Michael I. 30 1997 An algorithmic theory of learning: Robust concepts and random projection. Zbl 1095.68092Arriaga, Rosa I.; Vempala, Santosh 30 2006 Tracking the best expert. Zbl 0912.68165Herbster, Mark; Warmuth, Manfred K. 29 1998 Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai 29 2005 Bounding the Vapnik-Chervonenkis dimension of concept classes parameterized by real numbers. Zbl 0831.68087Goldberg, Paul W.; Jerrum, Mark R. 28 1995 Optimal classification trees. Zbl 1455.68159Bertsimas, Dimitris; Dunn, Jack 28 2017 Support vector machines for classification in nonstandard situations. Zbl 0998.68103Lin, Yi; Lee, Yoonkyung; Wahba, Grace 27 2002 Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109Keerthi, S. S.; Gilbert, E. G. 27 2002 Logistic model trees. Zbl 1101.68767Landwehr, Niels; Hall, Mark; Frank, Eibe 27 2005 Characteristic sets for polynomial grammatical inference. Zbl 0884.68107de la Higuera, Colin 27 1997 Relative loss bounds for on-line density estimation with the exponential family of distributions. Zbl 0988.68173Azoury, Katy S.; Warmuth, M. K. 26 2001 On label dependence and loss minimization in multi-label classification. Zbl 1243.68237Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke 26 2012 Tree induction for probability-based ranking. Zbl 1039.68105Provost, Foster; Domingos, Pedro 25 2003 Kernel matching pursuit. Zbl 0998.68120Vincent, Pascal; Bengio, Yoshua 24 2002 Nonparametric time series prediction through adaptive model selection. Zbl 0954.68124Meir, Ron 24 2000 Kernel-based reinforcement learning. Zbl 1014.68069Ormoneit, Dirk; Sen, Śaunak 24 2002 Using iterated bagging to debias regressions. Zbl 1052.68109Breiman, Leo 23 2001 Efficient read-restricted monotone CNF/DNF dualization by learning with membership queries. Zbl 0948.68097Domingo, Carlos; Mishra, Nina; Pitt, Leonard 23 1999 Learning with tensors: a framework based on convex optimization and spectral regularization. Zbl 1319.68191Signoretto, Marco; Dinh, Quoc Tran; De Lathauwer, Lieven; Suykens, Johan A. K. 23 2014 Detecting communities and their evolutions in dynamic social networks – a Bayesian approach. Zbl 1237.91189Yang, Tianbao; Chi, Yun; Zhu, Shenghuo; Gong, Yihong; Jin, Rong 22 2011 The max-min hill-climbing Bayesian network structure learning algorithm. Zbl 1470.68192Tsamardinos, Ioannis; Brown, Laura E.; Aliferis, Constantin F. 22 2006 Some PAC-Bayesian theorems. Zbl 0945.68157McAllester, David A. 22 1999 Variable resolution discretization in optimal control. Zbl 1005.68086Munos, Rémi; Moore, Andrew 22 2002 Optimal control as a graphical model inference problem. Zbl 1243.93133Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred 22 2012 The convergence of \(TD(\lambda)\) for general \(\lambda\). Zbl 0773.68060Dayan, Peter 21 1992 The hierarchical hidden Markov model: Analysis and applications. Zbl 0901.68178Fine, Shai; Singer, Yoram; Tishby, Naftali 21 1998 Empirical and theoretical comparisons of selected criterion functions for document clustering. Zbl 1089.68615Zhao, Ying; Karypis, George 21 2004 Bayesian methods for support vector machines: Evidence and predictive class probabilities. Zbl 0998.68098Sollich, Peter 21 2002 Supersparse linear integer models for optimized medical scoring systems. Zbl 1406.62144Ustun, Berk; Rudin, Cynthia 21 2016 External control in Markovian genetic regulatory networks. Zbl 1039.68161Datta, Aniruddha; Choudhary, Ashish; Bittner, Michael L.; Dougherty, Edward R. 21 2003 Near-optimal reinforcement learning in polynomial time. Zbl 1014.68071Kearns, Michael; Singh, Satinder 21 2002 Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Zbl 1331.68189Lin, Zhouchen; Liu, Risheng; Li, Huan 20 2015 Adaptive versus nonadaptive attribute-efficient learning. Zbl 0965.68029Damaschke, Peter 20 2000 A simple decomposition method for support vector machines. Zbl 0998.68108Hsu, Chih-Wei; Lin, Chih-Jen 20 2002 Technical update: Least-squares temporal difference learning. Zbl 1014.68072Boyan, Justin A. 20 2002 ROC ‘n’ rule learning – towards a better understanding of covering algorithms. Zbl 1075.68071Fürnkranz, Johannes; Flach, Peter A. 20 2005 Universal portfolios with and without transaction costs. Zbl 1083.91509Blum, Avrim; Kalai, Adam 19 1999 Relational reinforcement learning. 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K. 14 Bertsimas, Dimitris John 14 Kadziński, Miłosz 14 Khandeev, Vladimir Il’ich 14 Long, Philip M. 14 Muggleton, Stephen H. 14 Waegeman, Willem 14 Wang, Shitong 14 Zhou, Zhihua 13 Bshouty, Nader H. 13 Corani, Giorgio 13 Corrente, Salvatore 13 Hothorn, Torsten 13 Inoue, Katsumi 13 Mohri, Mehryar 13 Suzuki, Taiji 13 Webb, Geoffrey I. 13 Zhou, Dingxuan 12 Bouguila, Nizar 12 Chung, Fu-Lai 12 De Baets, Bernard 12 Larocque, Denis 12 Rudin, Cynthia 12 Shao, Yuanhai 12 Słowiński, Roman 12 Zaffalon, Marco 11 Bartlett, Peter L. 11 Bielza, Concha 11 Hand, David J. 11 Ishwaran, Hemant 11 Lugosi, Gábor 11 Pardalos, Panos M. 11 Peters, Jan 11 Servedio, Rocco A. 11 Steinwart, Ingo 11 Tian, Yingjie 11 Zhang, Chunxia 10 Boulesteix, Anne-Laure Isabeau 10 Deng, Naiyang 10 Džeroski, Sašo 10 Fürnkranz, Johannes 10 Grünwald, Peter D. 10 Hu, Qinghua 10 Lin, Chih-Jen 10 Lu, Wenbin 10 Mansour, Yishay 10 Mhaskar, Hrushikesh N. 10 Munos, Rémi 10 Pyatkin, Artem V. 10 Romero Morales, Dolores 10 Song, Rui 10 Srinivasan, Ashwin 10 Stoltz, Gilles 10 Takeda, Akiko 10 Ting, Kai Ming 10 Yang, Yuhong 10 Yoshinaka, Ryo 9 Balcázar, José Luis 9 Blanquero, Rafael 9 Blei, David M. 9 Borkar, Vivek Shripad 9 Cesa-Bianchi, Nicolò 9 de Campos, Cassio Polpo 9 Guo, Jiong 9 Husmeier, Dirk 9 Ishii, Shin 9 Komusiewicz, Christian 9 Lausen, Berthold 9 Liang, Faming 9 Niedermeier, Rolf 9 Nielsen, Thomas D. 9 Pedrycz, Witold 9 Puerta, Jose Miguel 9 Turán, Gyorgy 9 Tutz, Gerhard E. 9 Wager, Stefan 9 Yeung, Dit-Yan 9 Zhang, Jiangshe 9 Zopounidis, Constantin 8 Baesens, Bart 8 Biau, Gérard 8 Bischl, Bernd 8 Blanchard, Gilles 8 Colbourn, Charles J. ...and 14,098 more Authors all top 5 Cited in 554 Journals 583 Machine Learning 374 Pattern Recognition 242 Computational Statistics and Data Analysis 218 Information Sciences 193 European Journal of Operational Research 187 Neural Computation 162 International Journal of Approximate Reasoning 158 Neural Networks 157 Artificial Intelligence 150 Data Mining and Knowledge Discovery 149 Journal of Machine Learning Research (JMLR) 137 Theoretical Computer Science 113 The Annals of Statistics 94 The Annals of Applied Statistics 87 Journal of Computer and System Sciences 79 Statistics and Computing 71 Computational Statistics 69 Advances in Data Analysis and Classification. 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