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: 1,544 Publications (since 1988) References Indexed: 1,063 Publications with 44,999 References. all top 5 Latest Issues 111, No. 10 (2022) 111, No. 9 (2022) 111, No. 8 (2022) 111, No. 7 (2022) 111, No. 6 (2022) 111, No. 5 (2022) 111, No. 4 (2022) 111, No. 3 (2022) 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) ...and 164 more Volumes all top 5 Authors 23 Sugiyama, Masashi 22 Muggleton, Stephen H. 17 De Raedt, Luc 17 Hullermeier, Eyke 15 Džeroski, Sašo 14 Srinivasan, Ashwin 13 Webb, Geoffrey I. 11 Flach, Peter A. 11 Inoue, Katsumi 11 Warmuth, Manfred K. 10 Bertsimas, Dimitris John 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 Kearns, Michael Justin 7 Lugosi, Gábor 7 Morik, Katharina 7 Provost, Foster 7 Ramon, Jan 7 Suykens, Johan A. K. 7 Szepesvári, Csaba 7 Tamaddoni-Nezhad, Alireza 7 Wrobel, Stefan 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 Getoor, Lise 6 Holmes, Geoffrey 6 Horváth, Tamás L. 6 Kersting, Kristian 6 Kocev, Dragi 6 Landwehr, Niels 6 Lin, Hsuan-Tien 6 Pfahringer, Bernhard 6 Tishby, Naftali 6 Tsang, Ivor Wai-Hung 6 Vapnik, Vladimir Naumovich 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 Gallinari, Patrick 5 Hoi, Steven C. H. 5 Kimmig, Angelika 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 Tsitsiklis, John N. 5 Vovk, Vladimir G. 5 Washio, Takashi 5 Weston, Jason 5 Zaverucha, Gerson 5 Zhang, Lijun 5 Zhao, Peilin 4 Balcan, Maria-Florina 4 Baxter, Jonathan 4 Benavoli, Alessio 4 Brodley, Carla E. 4 Brown, Gavin 4 Chehreghani, Morteza Haghir 4 Dayan, Peter ...and 2,855 more Authors all top 5 Fields 1,423 Computer science (68-XX) 463 Statistics (62-XX) 85 General and overarching topics; collections (00-XX) 75 Operations research, mathematical programming (90-XX) 57 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 31 Biology and other natural sciences (92-XX) 27 Numerical analysis (65-XX) 26 Probability theory and stochastic processes (60-XX) 15 Combinatorics (05-XX) 15 Information and communication theory, circuits (94-XX) 11 Systems theory; control (93-XX) 8 Linear and multilinear algebra; matrix theory (15-XX) 4 History and biography (01-XX) 4 Functional analysis (46-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Geophysics (86-XX) 2 Mathematical logic and foundations (03-XX) 2 Quantum theory (81-XX) 1 Algebraic geometry (14-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 928 Publications have been cited 12,282 times in 8,367 Documents Cited by ▼ Year ▼ Random forests. Zbl 1007.68152Breiman, Leo 1,093 2001 Support-vector networks. Zbl 0831.68098Cortes, Corinna; Vapnik, Vladimir 843 1995 Bagging predictors. Zbl 0858.68080Breiman, Leo 657 1996 \({\mathcal Q}\)-learning. Zbl 0773.68062Watkins, Christopher J. C. H.; Dayan, Peter 253 1992 Learning Bayesian networks: The combination of knowledge and statistical data. Zbl 0831.68096Heckerman, David; Geiger, Dan; Chickering, David M. 231 1995 Gene selection for cancer classification using support vector machines. Zbl 0998.68111Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 222 2002 Finite-time analysis of the multiarmed bandit problem. Zbl 1012.68093Auer, Peter; Cesa-Bianchi, Nicolò; Fischer, Paul 216 2002 An introduction to variational methods for graphical models. Zbl 0945.68164Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K. 209 1999 A Bayesian method for the induction of probabilistic networks from data. Zbl 0766.68109Cooper, Gregory F.; Herskovits, Edward 176 1992 Bayesian network classifiers. Zbl 0892.68077Friedman, Nir; Geiger, Dan; Goldszmidt, Moises 163 1997 Correlation clustering. Zbl 1089.68085Bansal, Nikhil; Blum, Avrim; Chawla, Shuchi 159 2004 Choosing multiple parameters for support vector machines. Zbl 0998.68101Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan 130 2002 NP-hardness of Euclidean sum-of-squares clustering. Zbl 1378.68047Aloise, Daniel; Deshpande, Amit; Hansen, Pierre; Popat, Preyas 129 2009 An introduction to MCMC for machine learning. Zbl 1033.68081Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I. 125 2003 Improved boosting algorithms using confidence-rated predictions. Zbl 0945.68194Schapire, Robert E.; Singer, Yoram 121 1999 On the optimality of the simple Bayesian classifier under zero-one loss. Zbl 0892.68076Domingos, Pedro; Pazzani, Michael 104 1997 Simple statistical gradient-following algorithms for connectionist reinforcement learning. Zbl 0772.68076Williams, Ronald J. 102 1992 Soft margins for AdaBoost. Zbl 0969.68128Rätsch, G.; Onoda, T.; Müller, K.-R. 92 2001 Semi-supervised learning on Riemannian manifolds. Zbl 1089.68086Belkin, Mikhail; Niyogi, Partha 78 2004 BoosTexter: A boosting-based system for text categorization. Zbl 0951.68561Schapire, Robert E.; Singer, Yoram 73 2000 Multicategory proximal support vector machine classifiers. Zbl 1101.68758Fung, Glenn M.; Mangasarian, O. L. 72 2005 Text classification from labeled and unlabeled documents using EM. Zbl 0949.68162Nigam, Kamal; McCallum, Andrew Kachites; Thrun, Sebastian; Mitchell, Tom 72 2000 Very simple classification rules perform well on most commonly used datasets. Zbl 0850.68278Holte, Robert C. 71 1993 A simple generalisation of the area under the ROC curve for multiple class classification problems. Zbl 1007.68180Hand, David J.; Till, Robert J. 70 2001 Stacked regressions. Zbl 0849.68104Breiman, Leo 69 1996 Support vector data description. Zbl 1078.68728Tax, David M. J.; Duin, Robert P. W. 68 2004 Approximation and estimation bounds for artificial neural networks. Zbl 0818.68127Barron, Andrew R. 66 1994 Queries and concept learning. Zbl 1470.68050Angluin, Dana 64 1988 Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Zbl 1027.68113Kuncheva, Ludmila I.; Whitaker, Christopher J. 62 2003 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 Asynchronous stochastic approximation and Q-learning. Zbl 0820.68105Tsitsiklis, John N. 61 1994 Extremely randomized trees. Zbl 1110.68124Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 61 2006 Toward efficient agnostic learning. Zbl 0938.68797Kearns, Michael J.; Schapire, Robert E.; Sellie, Linda M. 60 1994 Concept decompositions for large sparse text data using clustering. Zbl 0970.68167Dhillon, Inderjit S.; Modha, Dharmendra S. 59 2001 Model selection and error estimation. Zbl 0998.68117Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 57 2002 Clustering large graphs via the singular value decomposition. Zbl 1089.68090Drineas, P.; Frieze, A.; Kannan, R.; Vempala, S.; Vinay, V. 56 2004 Robust classification for imprecise environments. Zbl 0969.68126Provost, Foster; Fawcett, Tom 56 2001 Theoretical and empirical analysis of ReliefF and RReliefF. Zbl 1076.68065Robnik-Šikonja, Marko; Kononenko, Igor 55 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 55 2003 Unsupervised learning by probabilistic latent semantic analysis. Zbl 0970.68130Hofmann, Thomas 53 2001 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104Friedman, Nir; Koller, Daphne 52 2003 Learning from different teachers. Zbl 1027.68106Angluin, Dana; Kriķis, Mārtiņš 51 2003 Learning conjunctions of Horn clauses. Zbl 0766.68107Angluin, Dana; Frazier, Michael; Pitt, Leonard 50 1992 Large margin classification using the perceptron algorithm. Zbl 0944.68535Freund, Yoav; Schapire, Robert E. 49 1999 Markov logic networks. Zbl 1470.68221Richardson, Matthew; Domingos, Pedro 48 2006 Reduction techniques for instance-based learning algorithms. Zbl 0954.68126Wilson, D. Randall; Martinez, Tony R. 48 2000 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 47 2004 The max-min hill-climbing Bayesian network structure learning algorithm. Zbl 1470.68192Tsamardinos, Ioannis; Brown, Laura E.; Aliferis, Constantin F. 45 2006 Inference for the generalization error. Zbl 1039.68104Nadeau, Claude; Bengio, Yoshua 44 2003 On the learnability and design of output codes for multiclass problems. Zbl 1012.68155Crammer, Koby; Singer, Yoram 42 2002 Generalized low rank approximations of matrices. Zbl 1087.65043Ye, Jieping 42 2005 Robust ordinal regression in preference learning and ranking. Zbl 1300.68040Corrente, Salvatore; Greco, Salvatore; Kadziński, Miłosz; Słowiński, Roman 41 2013 SPADE: An efficient algorithm for mining frequent sequences. Zbl 0970.68052Zaki, Mohammed J. 41 2001 Training invariant support vector machines. Zbl 0998.68102Decoste, Dennis; Schölkopf, Bernhard 40 2002 On the handling of continuous-valued attributes in decision tree generation. Zbl 0767.68084Fayyad, Usama M.; Irani, Keki B. 39 1992 Logistic regression, AdaBoost and Bregman distances. Zbl 0998.68123Collins, Michael; Schapire, Robert E.; Singer, Yoram 39 2002 Combined SVM-based feature selection and classification. Zbl 1137.90643Neumann, Julia; Schnörr, Christoph; Steidl, Gabriele 39 2005 Optimal classification trees. Zbl 1455.68159Bertsimas, Dimitris; Dunn, Jack 38 2017 Linear programming boosting via column generation. Zbl 0998.68105Demiriz, Ayhan; Bennett, Kristin P.; Shawe-Taylor, John 37 2002 Cutting-plane training of structural SVMs. Zbl 1235.68161Joachims, Thorsten; Finley, Thomas; Yu, Chun-Nam John 36 2009 Selective sampling using the query by committee algorithm. Zbl 0881.68093Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 36 1997 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 35 1997 Factorial hidden Markov models. Zbl 0892.68080Ghahramani, Zoubin; Jordan, Michael I. 34 1997 An algorithmic theory of learning: Robust concepts and random projection. Zbl 1095.68092Arriaga, Rosa I.; Vempala, Santosh 34 2006 Convergence results for single-step on-policy reinforcement-learning algorithms. Zbl 0954.68127Singh, Satinder; Jaakkola, Tommi; Littman, Michael L.; Szepesvári, Csaba 34 2000 Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation. Zbl 1033.68085Fokoué, Ernest; Titterington, D. M. 33 2003 Practical issues in temporal difference learning. Zbl 0772.68075Tesauro, Gerald 32 1992 On label dependence and loss minimization in multi-label classification. Zbl 1243.68237Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke 31 2012 Bounding the Vapnik-Chervonenkis dimension of concept classes parameterized by real numbers. Zbl 0831.68087Goldberg, Paul W.; Jerrum, Mark R. 31 1995 Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai 30 2005 Tracking the best expert. Zbl 0912.68165Herbster, Mark; Warmuth, Manfred K. 30 1998 Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109Keerthi, S. S.; Gilbert, E. G. 30 2002 Logistic model trees. Zbl 1101.68767Landwehr, Niels; Hall, Mark; Frank, Eibe 29 2005 Relative loss bounds for on-line density estimation with the exponential family of distributions. Zbl 0988.68173Azoury, Katy S.; Warmuth, M. K. 29 2001 Support vector machines for classification in nonstandard situations. Zbl 0998.68103Lin, Yi; Lee, Yoonkyung; Wahba, Grace 29 2002 Some PAC-Bayesian theorems. Zbl 0945.68157McAllester, David A. 28 1999 Tree induction for probability-based ranking. Zbl 1039.68105Provost, Foster; Domingos, Pedro 28 2003 Gradient descent optimizes over-parameterized deep ReLU networks. Zbl 1494.68245Zou, Difan; Cao, Yuan; Zhou, Dongruo; Gu, Quanquan 27 2020 Characteristic sets for polynomial grammatical inference. Zbl 0884.68107de la Higuera, Colin 27 1997 Supersparse linear integer models for optimized medical scoring systems. Zbl 1406.62144Ustun, Berk; Rudin, Cynthia 27 2016 Detecting communities and their evolutions in dynamic social networks – a Bayesian approach. Zbl 1237.91189Yang, Tianbao; Chi, Yun; Zhu, Shenghuo; Gong, Yihong; Jin, Rong 26 2011 Convex multi-task feature learning. Zbl 1470.68073Argyriou, Andreas; Evgeniou, Theodoros; Pontil, Massimiliano 26 2008 Nonparametric time series prediction through adaptive model selection. Zbl 0954.68124Meir, Ron 26 2000 Kernel matching pursuit. Zbl 0998.68120Vincent, Pascal; Bengio, Yoshua 26 2002 Quantum speed-up for unsupervised learning. Zbl 1260.68319Aïmeur, Esma; Brassard, Gilles; Gambs, Sébastien 25 2013 Learning monotone nonlinear models using the Choquet integral. Zbl 1260.68348Tehrani, Ali Fallah; Cheng, Weiwei; Dembczyński, Krzysztof; Hüllermeier, Eyke 25 2012 The hierarchical hidden Markov model: Analysis and applications. Zbl 0901.68178Fine, Shai; Singer, Yoram; Tishby, Naftali 25 1998 Variable resolution discretization in optimal control. Zbl 1005.68086Munos, Rémi; Moore, Andrew 25 2002 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. 25 2014 Using iterated bagging to debias regressions. Zbl 1052.68109Breiman, Leo 25 2001 Optimal control as a graphical model inference problem. Zbl 1243.93133Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred 24 2012 Kernel-based reinforcement learning. Zbl 1014.68069Ormoneit, Dirk; Sen, Śaunak 24 2002 Bayesian methods for support vector machines: Evidence and predictive class probabilities. Zbl 0998.68098Sollich, Peter 24 2002 A simple decomposition method for support vector machines. Zbl 0998.68108Hsu, Chih-Wei; Lin, Chih-Jen 24 2002 Efficient read-restricted monotone CNF/DNF dualization by learning with membership queries. Zbl 0948.68097Domingo, Carlos; Mishra, Nina; Pitt, Leonard 23 1999 Empirical and theoretical comparisons of selected criterion functions for document clustering. Zbl 1089.68615Zhao, Ying; Karypis, George 23 2004 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 23 2015 External control in Markovian genetic regulatory networks. 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Zbl 1461.68191Muggleton, Stephen H.; Schmid, Ute; Zeller, Christina; Tamaddoni-Nezhad, Alireza; Besold, Tarek 10 2018 ...and 828 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 16,266 Authors 37 Sugiyama, Masashi 24 Kel’manov, Aleksandr Vasil’evich 22 Bühlmann, Peter 22 Carrizosa, Emilio 22 De Raedt, Luc 22 Kanamori, Takafumi 22 Larrañaga, Pedro 21 Le Thi, Hoai An 21 Liu, Yufeng 21 Powell, Warren Buckler 20 Hullermeier, Eyke 19 Bertsimas, Dimitris John 18 Alquier, Pierre 17 Bouguila, Nizar 17 Long, Philip M. 17 Xu, Dachuan 16 Kadziński, Miłosz 15 Bshouty, Nader H. 15 Corander, Jukka 15 Greco, Salvatore 15 Khandeev, Vladimir Il’ich 15 Pham Dinh Tao 15 Riguzzi, Fabrizio 15 Suykens, Johan A. K. 15 Wang, Shitong 15 Zhou, Zhihua 14 Bartlett, Peter L. 14 Muggleton, Stephen H. 14 Peters, Jan 14 Waegeman, Willem 14 Webb, Geoffrey I. 13 Bielza, Concha 13 Corani, Giorgio 13 Corrente, Salvatore 13 De Baets, Bernard 13 Hothorn, Torsten 13 Inoue, Katsumi 13 Mohri, Mehryar 13 Pardalos, Panos M. 13 Rudin, Cynthia 13 Słowiński, Roman 13 Suzuki, Taiji 13 Zhou, Dingxuan 12 Chung, Fu-Lai 12 Hand, David J. 12 Larocque, Denis 12 Li, Min 12 Niedermeier, Rolf 12 Shao, Yuanhai 12 Song, Rui 12 Takeda, Akiko 12 Tian, Yingjie 12 Zaffalon, Marco 12 Zhang, Chunxia 12 Zhang, Dongmei 11 Boulesteix, Anne-Laure Isabeau 11 Grünwald, Peter D. 11 Ishwaran, Hemant 11 Lu, Wenbin 11 Lugosi, Gábor 11 Makino, Kazuhisa 11 Mansour, Yishay 11 Munos, Rémi 11 Servedio, Rocco A. 11 Srinivasan, Ashwin 11 Steinwart, Ingo 11 Yang, Yuhong 10 Bischl, Bernd 10 Blanquero, Rafael 10 Blei, David M. 10 Borkar, Vivek Shripad 10 Cesa-Bianchi, Nicolò 10 Deng, Naiyang 10 Džeroski, Sašo 10 Fürnkranz, Johannes 10 Hanneke, Steve 10 Hu, Qinghua 10 Lin, Chih-Jen 10 Mhaskar, Hrushikesh N. 10 Pedrycz, Witold 10 Pyatkin, Artëm Valer’evich 10 Romero Morales, Dolores 10 Stoltz, Gilles 10 Ting, Kai Ming 10 Tutz, Gerhard E. 10 Yoshinaka, Ryo 10 Zhang, Jiangshe 10 Zopounidis, Constantin 9 Balcázar, José Luis 9 Clarke, Bertrand S. 9 de Campos, Cassio Polpo 9 Feldman, Vitaly 9 Greiner, Russell 9 Guo, Jiong 9 Husmeier, Dirk 9 Ishii, Shin 9 Komusiewicz, Christian 9 Lausen, Berthold 9 Liang, Faming 9 Lin, Tsung I. ...and 16,166 more Authors all top 5 Cited in 601 Journals 613 Machine Learning 374 Pattern Recognition 248 Computational Statistics and Data Analysis 224 Information Sciences 214 European Journal of Operational Research 198 Journal of Machine Learning Research (JMLR) 189 Neural Computation 183 Artificial Intelligence 175 International Journal of Approximate Reasoning 166 Data Mining and Knowledge Discovery 158 Neural Networks 151 Theoretical Computer Science 126 The Annals of Statistics 107 The Annals of Applied Statistics 89 Journal of Computer and System Sciences 87 Statistics and Computing 76 Computational Statistics 75 Advances in Data Analysis and Classification. 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