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: 1,102 Publications (since 1991) References Indexed: 667 Publications with 28,582 References. all top 5 Latest Issues 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) 87, No. 1 (2012) 86, No. 3 (2012) 86, No. 2 (2012) 86, No. 1 (2012) 85, No. 3 (2011) 85, No. 1-2 (2011) 84, No. 3 (2011) 84, No. 1-2 (2011) 83, No. 3 (2011) 83, No. 2 (2011) 83, No. 1 (2011) 82, No. 3 (2011) 82, No. 2 (2011) ...and 104 more Volumes all top 5 Authors 21 Sugiyama, Masashi 13 De Raedt, Luc 12 Džeroski, Sašo 12 Muggleton, Stephen H. 11 Hullermeier, Eyke 10 Flach, Peter A. 10 Warmuth, Manfred K. 10 Zhou, Zhihua 9 Long, Philip M. 9 Schapire, Robert E. 9 Srinivasan, Ashwin 9 Webb, Geoffrey I. 8 Gama, João 8 Jin, Rong 8 Singer, Yoram 8 Ting, Kai Ming 7 Cesa-Bianchi, Nicolò 7 Davis, Jesse 7 Holmes, Geoffrey 7 Inoue, Katsumi 7 Kaski, Samuel 7 Roth, Dan 7 Singh, Satinder Pal 7 Yang, Tianbao 7 Zhu, Shenghuo 6 Bengio, Yoshua 6 Blum, Avrim L. 6 Breiman, Leo 6 Kearns, Michael Justin 6 Kocev, Dragi 6 Morik, Katharina 6 Pfahringer, Bernhard 6 Riguzzi, Fabrizio 6 Vapnik, Vladimir Naumovich 6 Wrobel, Stefan 5 Brazdil, Pavel B. 5 Cohen, William W. 5 Corani, Giorgio 5 Fürnkranz, Johannes 5 Hoi, Steven C. H. 5 Horváth, Tamás L. 5 Kersting, Kristian 5 Lavrač, Nada 5 Lin, Hsuan-Tien 5 Lugosi, Gábor 5 Mansour, Yishay 5 Provost, Foster 5 Ramon, Jan 5 Scheffer, Tobias 5 Shawe-Taylor, John 5 Tamaddoni-Nezhad, Alireza 5 Thrun, Sebastian 5 Tishby, Naftali 5 Tsang, Ivor Wai-Hung 5 Tsitsiklis, John N. 5 Washio, Takashi 5 Železný, Filip 5 Zhao, Peilin 4 Angluin, Dana 4 Auer, Peter 4 Baxter, Jonathan 4 Ben-David, Shai 4 Bennett, Kristin P. 4 Blockeel, Hendrik 4 Bratko, Ivan 4 Brown, Gavin 4 Buntine, Wray L. 4 Cheng, Weiwei 4 Crammer, Koby 4 Cropper, Andrew 4 Dayan, Peter 4 de la Higuera, Colin 4 Domingos, Pedro 4 Driessens, Kurt 4 Esposito, Floriana 4 Frasconi, Paolo 4 Heckerman, David E. 4 Jiang, Yuan 4 Kanamori, Takafumi 4 Khardon, Roni 4 Kim, Kee-Eung 4 Lachiche, Nicolas 4 Landwehr, Niels 4 Maass, Wolfgang 4 Malerba, Donato 4 Michalski, Ryszard S. 4 Natarajan, Sriraam 4 Peters, Jan 4 Pitt, Leonard 4 Ron, Dana 4 Rouveirol, Céline 4 Rudin, Cynthia 4 Sebag, Michèle 4 Smyth, Padhraic 4 Suykens, Johan A. K. 4 Szepesvári, Csaba 4 Turán, Gyorgy 4 Vanschoren, Joaquin 4 Weston, Jason 4 Yamamoto, Akihiro ...and 1,995 more Authors all top 5 Fields 1,021 Computer science (68-XX) 261 Statistics (62-XX) 72 General and overarching topics; collections (00-XX) 43 Operations research, mathematical programming (90-XX) 30 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 18 Numerical analysis (65-XX) 15 Probability theory and stochastic processes (60-XX) 15 Biology and other natural sciences (92-XX) 12 Information and communication theory, circuits (94-XX) 10 Systems theory; control (93-XX) 7 Combinatorics (05-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 3 History and biography (01-XX) 2 Mathematical logic and foundations (03-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Measure and integration (28-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Quantum theory (81-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 685 Publications have been cited 8,960 times in 6,457 Documents Cited by ▼ Year ▼ Random forests. Zbl 1007.68152Breiman, Leo 771 2001 Support-vector networks. Zbl 0831.68098Cortes, Corinna; Vapnik, Vladimir 676 1995 Bagging predictors. Zbl 0858.68080Breiman, Leo 520 1996 Gene selection for cancer classification using support vector machines. Zbl 0998.68111Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 192 2002 Learning Bayesian networks: The combination of knowledge and statistical data. Zbl 0831.68096Heckerman, David; Geiger, Dan; Chickering, David M. 181 1995 \({\mathcal Q}\)-learning. Zbl 0773.68062Watkins, Christopher J. C. H.; Dayan, Peter 177 1992 Finite-time analysis of the multiarmed bandit problem. Zbl 1012.68093Auer, Peter; Cesa-Bianchi, Nicolò; Fischer, Paul 161 2002 A Bayesian method for the induction of probabilistic networks from data. Zbl 0766.68109Cooper, Gregory F.; Herskovits, Edward 157 1992 An introduction to variational methods for graphical models. Zbl 0945.68164Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K. 146 1999 Bayesian network classifiers. Zbl 0892.68077Friedman, Nir; Geiger, Dan; Goldszmidt, Moises 141 1997 Choosing multiple parameters for support vector machines. Zbl 0998.68101Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan 114 2002 Correlation clustering. Zbl 1089.68085Bansal, Nikhil; Blum, Avrim; Chawla, Shuchi 109 2004 Improved boosting algorithms using confidence-rated predictions. Zbl 0945.68194Schapire, Robert E.; Singer, Yoram 99 1999 On the optimality of the simple Bayesian classifier under zero-one loss. Zbl 0892.68076Domingos, Pedro; Pazzani, Michael 96 1997 NP-hardness of Euclidean sum-of-squares clustering. Zbl 1378.68047Aloise, Daniel; Deshpande, Amit; Hansen, Pierre; Popat, Preyas 95 2009 An introduction to MCMC for machine learning. Zbl 1033.68081Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I. 83 2003 Soft margins for AdaBoost. Zbl 0969.68128Rätsch, G.; Onoda, T.; Müller, K.-R. 79 2001 Semi-supervised learning on Riemannian manifolds. Zbl 1089.68086Belkin, Mikhail; Niyogi, Partha 68 2004 Text classification from labeled and unlabeled documents using EM. Zbl 0949.68162Nigam, Kamal; McCallum, Andrew Kachites; Thrun, Sebastian; Mitchell, Tom 67 2000 Simple statistical gradient-following algorithms for connectionist reinforcement learning. Zbl 0772.68076Williams, Ronald J. 62 1992 BoosTexter: A boosting-based system for text categorization. Zbl 0951.68561Schapire, Robert E.; Singer, Yoram 60 2000 Very simple classification rules perform well on most commonly used datasets. Zbl 0850.68278Holte, Robert C. 58 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 58 2000 Support vector data description. Zbl 1078.68728Tax, David M. J.; Duin, Robert P. W. 55 2004 Multicategory proximal support vector machine classifiers. Zbl 1101.68758Fung, Glenn M.; Mangasarian, O. L. 54 2005 Toward efficient agnostic learning. Zbl 0938.68797Kearns, Michael J.; Schapire, Robert E.; Sellie, Linda M. 54 1994 A simple generalisation of the area under the ROC curve for multiple class classification problems. Zbl 1007.68180Hand, David J.; Till, Robert J. 54 2001 Stacked regressions. Zbl 0849.68104Breiman, Leo 52 1996 Learning from different teachers. Zbl 1027.68106Angluin, Dana; Kriķis, Mārtiņš 51 2003 Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Zbl 1027.68113Kuncheva, Ludmila I.; Whitaker, Christopher J. 50 2003 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 48 2003 Asynchronous stochastic approximation and Q-learning. Zbl 0820.68105Tsitsiklis, John N. 47 1994 Theoretical and empirical analysis of ReliefF and RReliefF. Zbl 1076.68065Robnik-Šikonja, Marko; Kononenko, Igor 46 2003 Model selection and error estimation. Zbl 0998.68117Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 46 2002 Clustering large graphs via the singular value decomposition. Zbl 1089.68090Drineas, P.; Frieze, A.; Kannan, R.; Vempala, S.; Vinay, V. 45 2004 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 45 2004 Extremely randomized trees. Zbl 1110.68124Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 45 2006 Learning conjunctions of Horn clauses. Zbl 0766.68107Angluin, Dana; Frazier, Michael; Pitt, Leonard 43 1992 Concept decompositions for large sparse text data using clustering. Zbl 0970.68167Dhillon, Inderjit S.; Modha, Dharmendra S. 43 2001 Robust classification for imprecise environments. Zbl 0969.68126Provost, Foster; Fawcett, Tom 43 2001 Unsupervised learning by probabilistic latent semantic analysis. Zbl 0970.68130Hofmann, Thomas 42 2001 Approximation and estimation bounds for artificial neural networks. Zbl 0818.68127Barron, Andrew R. 42 1994 Reduction techniques for instance-based learning algorithms. Zbl 0954.68126Wilson, D. Randall; Martinez, Tony R. 41 2000 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104Friedman, Nir; Koller, Daphne 41 2003 Generalized low rank approximations of matrices. Zbl 1087.65043Ye, Jieping 40 2005 Training invariant support vector machines. Zbl 0998.68102Decoste, Dennis; Schölkopf, Bernhard 36 2002 On the learnability and design of output codes for multiclass problems. Zbl 1012.68155Crammer, Koby; Singer, Yoram 36 2002 Large margin classification using the perceptron algorithm. Zbl 0944.68535Freund, Yoav; Schapire, Robert E. 35 1999 Inference for the generalization error. Zbl 1039.68104Nadeau, Claude; Bengio, Yoshua 35 2003 Robust ordinal regression in preference learning and ranking. Zbl 1300.68040Corrente, Salvatore; Greco, Salvatore; Kadziński, Miłosz; Słowiński, Roman 35 2013 On the handling of continuous-valued attributes in decision tree generation. Zbl 0767.68084Fayyad, Usama M.; Irani, Keki B. 34 1992 Combined SVM-based feature selection and classification. Zbl 1137.90643Neumann, Julia; Schnörr, Christoph; Steidl, Gabriele 34 2005 SPADE: An efficient algorithm for mining frequent sequences. Zbl 0970.68052Zaki, Mohammed J. 33 2001 Linear programming boosting via column generation. Zbl 0998.68105Demiriz, Ayhan; Bennett, Kristin P.; Shawe-Taylor, John 30 2002 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 30 1997 Cutting-plane training of structural SVMs. Zbl 1235.68161Joachims, Thorsten; Finley, Thomas; Yu, Chun-Nam John 29 2009 Selective sampling using the query by committee algorithm. Zbl 0881.68093Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 29 1997 Practical issues in temporal difference learning. Zbl 0772.68075Tesauro, Gerald 28 1992 An algorithmic theory of learning: Robust concepts and random projection. Zbl 1095.68092Arriaga, Rosa I.; Vempala, Santosh 28 2006 Convergence results for single-step on-policy reinforcement-learning algorithms. Zbl 0954.68127Singh, Satinder; Jaakkola, Tommi; Littman, Michael L.; Szepesvári, Csaba 28 2000 Factorial hidden Markov models. Zbl 0892.68080Ghahramani, Zoubin; Jordan, Michael I. 28 1997 Logistic regression, AdaBoost and Bregman distances. Zbl 0998.68123Collins, Michael; Schapire, Robert E.; Singer, Yoram 27 2002 Support vector machines for classification in nonstandard situations. Zbl 0998.68103Lin, Yi; Lee, Yoonkyung; Wahba, Grace 27 2002 Tracking the best expert. Zbl 0912.68165Herbster, Mark; Warmuth, Manfred K. 26 1998 Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation. Zbl 1033.68085Fokoué, Ernest; Titterington, D. M. 26 2003 Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai 25 2005 Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109Keerthi, S. S.; Gilbert, E. G. 25 2002 Bounding the Vapnik-Chervonenkis dimension of concept classes parameterized by real numbers. Zbl 0831.68087Goldberg, Paul W.; Jerrum, Mark R. 24 1995 Logistic model trees. Zbl 1101.68767Landwehr, Niels; Hall, Mark; Frank, Eibe 24 2005 Tree induction for probability-based ranking. Zbl 1039.68105Provost, Foster; Domingos, Pedro 24 2003 On label dependence and loss minimization in multi-label classification. Zbl 1243.68237Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke 23 2012 Nonparametric time series prediction through adaptive model selection. Zbl 0954.68124Meir, Ron 23 2000 Characteristic sets for polynomial grammatical inference. Zbl 0884.68107de la Higuera, Colin 22 1997 Efficient read-restricted monotone CNF/DNF dualization by learning with membership queries. Zbl 0948.68097Domingo, Carlos; Mishra, Nina; Pitt, Leonard 21 1999 Kernel matching pursuit. Zbl 0998.68120Vincent, Pascal; Bengio, Yoshua 21 2002 Using iterated bagging to debias regressions. Zbl 1052.68109Breiman, Leo 21 2001 External control in Markovian genetic regulatory networks. Zbl 1039.68161Datta, Aniruddha; Choudhary, Ashish; Bittner, Michael L.; Dougherty, Edward R. 21 2003 Relative loss bounds for on-line density estimation with the exponential family of distributions. Zbl 0988.68173Azoury, Katy S.; Warmuth, M. K. 21 2001 The convergence of \(TD(\lambda)\) for general \(\lambda\). Zbl 0773.68060Dayan, Peter 20 1992 Some PAC-Bayesian theorems. Zbl 0945.68157McAllester, David A. 20 1999 Adaptive versus nonadaptive attribute-efficient learning. Zbl 0965.68029Damaschke, Peter 20 2000 Bayesian methods for support vector machines: Evidence and predictive class probabilities. Zbl 0998.68098Sollich, Peter 20 2002 The hierarchical hidden Markov model: Analysis and applications. Zbl 0901.68178Fine, Shai; Singer, Yoram; Tishby, Naftali 20 1998 The power of amnesia: Learning probabilistic automata with variable memory length. Zbl 0869.68066Ron, Dana; Singer, Yoram; Tishby, Naftali 20 1996 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. 20 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 20 2011 Empirical and theoretical comparisons of selected criterion functions for document clustering. Zbl 1089.68615Zhao, Ying; Karypis, George 19 2004 Optimal classification trees. Zbl 1455.68159Bertsimas, Dimitris; Dunn, Jack 19 2017 Kernel-based reinforcement learning. Zbl 1014.68069Ormoneit, Dirk; Sen, Śaunak 19 2002 Technical update: Least-squares temporal difference learning. Zbl 1014.68072Boyan, Justin A. 19 2002 Variable resolution discretization in optimal control. Zbl 1005.68086Munos, Rémi; Moore, Andrew 19 2002 Lower bound methods and separation results for on-line learning models. Zbl 0766.68113Maass, Wolfgang; Turán, György 18 1992 A simple decomposition method for support vector machines. Zbl 0998.68108Hsu, Chih-Wei; Lin, Chih-Jen 18 2002 Near-optimal reinforcement learning in polynomial time. Zbl 1014.68071Kearns, Michael; Singh, Satinder 18 2002 Learnable evolution model: Evolutionary processes guided by machine learning. Zbl 0960.68602Michalski, Ryszard S. 17 2000 Elevator group control using multiple reinforcement learning agents. Zbl 0913.68174Crites, Robert H.; Barto, Andrew G. 17 1998 Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables. Zbl 0894.68124Chickering, David Maxwell; Heckerman, David 17 1997 Robust learning with missing data. Zbl 1007.68154Ramoni, Marco; Sebastiani, Paola 17 2001 RE-EM trees: a data mining approach for longitudinal and clustered data. 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A. 2 2016 ...and 585 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 12,313 Authors 35 Sugiyama, Masashi 23 Kel’manov, Aleksandr Vasil’evich 22 Kanamori, Takafumi 20 Larrañaga, Pedro 20 Le Thi, Hoai An 20 Powell, Warren Buckler 18 Bühlmann, Peter 18 De Raedt, Luc 17 Carrizosa, Emilio 17 Liu, Yufeng 15 Alquier, Pierre 15 Greco, Salvatore 15 Pham Dinh Tao 14 Wang, Shitong 13 Bshouty, Nader H. 13 Corrente, Salvatore 13 Kadziński, Miłosz 13 Suzuki, Taiji 13 Zhou, Dingxuan 13 Zhou, Zhihua 12 Bouguila, Nizar 12 Chung, Fu-Lai 12 Corander, Jukka 12 Corani, Giorgio 12 Khandeev, V. I. 12 Larocque, Denis 12 Mohri, Mehryar 12 Słowiński, Roman 12 Suykens, Johan A. K. 12 Zaffalon, Marco 11 Bielza, Concha 11 Hothorn, Torsten 11 Inoue, Katsumi 11 Long, Philip M. 11 Pardalos, Panos M. 11 Rudin, Cynthia 11 Shao, Yuanhai 11 Tian, Yingjie 11 Waegeman, Willem 11 Zhang, Chunxia 10 Bartlett, Peter L. 10 De Baets, Bernard 10 Deng, Naiyang 10 Hand, David J. 10 Ishwaran, Hemant 10 Lin, Chih-Jen 10 Lugosi, Gábor 10 Peters, Jan 10 Pyatkin, Artem V. 10 Servedio, Rocco A. 10 Steinwart, Ingo 9 Balcázar, José Luis 9 Bertsimas, Dimitris John 9 Blei, David M. 9 de Campos, Cassio Polpo 9 Džeroski, Sašo 9 Guo, Jiong 9 Hu, Qinghua 9 Hullermeier, Eyke 9 Komusiewicz, Christian 9 Lausen, Berthold 9 Lu, Wenbin 9 Mhaskar, Hrushikesh N. 9 Munos, Rémi 9 Pedrycz, Witold 9 Puerta, Jose Miguel 9 Song, Rui 9 Takeda, Akiko 9 Turán, Gyorgy 9 Yang, Yuhong 9 Yoshinaka, Ryo 9 Zhang, Jiangshe 8 Biau, Gérard 8 Colbourn, Charles J. 8 de Campos, Luis Miguel 8 Elbassioni, Khaled M. 8 Feldman, Vitaly 8 Gámez, José Antonio 8 Gnecco, Giorgio 8 Greiner, Russell 8 Husmeier, Dirk 8 Ishii, Shin 8 Kim, Yongdai 8 Li, Bin 8 Makino, Kazuhisa 8 Muggleton, Stephen H. 8 Niedermeier, Rolf 8 Nielsen, Thomas D. 8 Riguzzi, Fabrizio 8 Rokach, Lior 8 Runger, George C. 8 Sanguineti, Marcello 8 Schölkopf, Bernhard 8 Scornet, Erwan 8 Shi, Yong 8 Stoltz, Gilles 8 Ting, Kai Ming 8 Tutz, Gerhard E. 8 Van den Poel, Dirk 8 Webb, Geoffrey I. ...and 12,213 more Authors all top 5 Cited in 519 Journals 385 Machine Learning 374 Pattern Recognition 231 Computational Statistics and Data Analysis 187 Information Sciences 173 Neural Computation 172 European Journal of Operational Research 150 Neural Networks 143 International Journal of Approximate Reasoning 141 Artificial Intelligence 134 Theoretical Computer Science 129 Journal of Machine Learning Research (JMLR) 115 Data Mining and Knowledge Discovery 98 The Annals of Statistics 86 Journal of Computer and System Sciences 82 The Annals of Applied Statistics 69 Advances in Data Analysis and Classification. 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