Machine Learning Short Title: Mach. Learn. Publisher: Springer US, New York, NY ISSN: 0885-6125; 1573-0565/e Online: https://link.springer.com/journal/10994/volumes-and-issues Comments: Journal; Indexed cover-to-cover Documents Indexed: 1,686 Publications (since 1988) References Indexed: 1,237 Publications with 54,180 References. all top 5 Latest Issues 112, No. 11 (2023) 112, No. 10 (2023) 112, No. 9 (2023) 112, No. 8 (2023) 112, No. 7 (2023) 112, No. 6 (2023) 112, No. 5 (2023) 112, No. 4 (2023) 112, No. 3 (2023) 112, No. 2 (2023) 112, No. 1 (2023) 111, No. 12 (2022) 111, No. 11 (2022) 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) ...and 177 more Volumes all top 5 Authors 24 Sugiyama, Masashi 22 Muggleton, Stephen H. 19 Hullermeier, Eyke 17 De Raedt, Luc 16 Džeroski, Sašo 15 Webb, Geoffrey I. 13 Srinivasan, Ashwin 12 Inoue, Katsumi 11 Bertsimas, Dimitris John 11 Flach, Peter A. 11 Warmuth, Manfred K. 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 Fürnkranz, Johannes 9 Gama, João 9 Jin, Rong 9 Ramon, Jan 9 Ting, Kai Ming 8 Cropper, Andrew 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 Kersting, Kristian 7 Lin, Hsuan-Tien 7 Lugosi, Gábor 7 Morik, Katharina 7 Provost, Foster 7 Suykens, Johan A. K. 7 Szepesvári, Csaba 7 Tamaddoni-Nezhad, Alireza 7 Tsang, Ivor Wai-Hung 7 Wrobel, Stefan 7 Yang, Tianbao 7 Zhu, Shenghuo 6 Angluin, Dana 6 Bengio, Yoshua 6 Breiman, Leo 6 Chehreghani, Morteza Haghir 6 Crammer, Koby 6 Davis, Jesse 6 Domingos, Pedro 6 Getoor, Lise 6 Holmes, Geoffrey 6 Horváth, Tamás L. 6 Landwehr, Niels 6 Tishby, Naftali 6 Vapnik, Vladimir Naumovich 6 Železný, Filip 5 Auer, Peter 5 Benavoli, Alessio 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 Cohen, William W. 5 Corani, Giorgio 5 de la Higuera, Colin 5 Dou, Dejing 5 Frasconi, Paolo 5 Gallinari, Patrick 5 Hernández-Orallo, Jose 5 Hoi, Steven C. H. 5 Kimmig, Angelika 5 Kocev, Dragi 5 Kramer, Stefan 5 Malerba, Donato 5 Munos, Rémi 5 Natarajan, Sriraam 5 Pahikkala, Tapio 5 Peters, Jan 5 Pfahringer, Bernhard 5 Sammut, Claude 5 Scheffer, Tobias 5 Sebag, Michèle 5 Sebban, Marc 5 Tadepalli, Prasad 5 Thrun, Sebastian 5 Tsitsiklis, John N. 5 van Rijn, Jan N. 5 Vanschoren, Joaquin 5 Vovk, Vladimir G. 5 Washio, Takashi 5 Weston, Jason 5 Xiong, Haoyi 5 Zaverucha, Gerson 5 Zhang, Lijun ...and 3,226 more Authors all top 5 Fields 1,562 Computer science (68-XX) 493 Statistics (62-XX) 86 General and overarching topics; collections (00-XX) 82 Operations research, mathematical programming (90-XX) 58 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 34 Numerical analysis (65-XX) 34 Biology and other natural sciences (92-XX) 28 Probability theory and stochastic processes (60-XX) 16 Combinatorics (05-XX) 16 Information and communication theory, circuits (94-XX) 12 Systems theory; control (93-XX) 9 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 Order, lattices, ordered algebraic structures (06-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-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 1,085 Publications have been cited 15,009 times in 10,106 Documents Cited by ▼ Year ▼ Random forests. Zbl 1007.68152 Breiman, Leo 1,284 2001 Support-vector networks. Zbl 0831.68098 Cortes, Corinna; Vapnik, Vladimir 954 1995 Bagging predictors. Zbl 0858.68080 Breiman, Leo 744 1996 \({\mathcal Q}\)-learning. Zbl 0773.68062 Watkins, Christopher J. C. H.; Dayan, Peter 326 1992 Learning Bayesian networks: The combination of knowledge and statistical data. Zbl 0831.68096 Heckerman, David; Geiger, Dan; Chickering, David M. 253 1995 Finite-time analysis of the multiarmed bandit problem. Zbl 1012.68093 Auer, Peter; Cesa-Bianchi, Nicolò; Fischer, Paul 243 2002 Gene selection for cancer classification using support vector machines. Zbl 0998.68111 Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 241 2002 An introduction to variational methods for graphical models. Zbl 0945.68164 Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K. 233 1999 Queries and concept learning. Zbl 1470.68050 Angluin, Dana 218 1988 A Bayesian method for the induction of probabilistic networks from data. Zbl 0766.68109 Cooper, Gregory F.; Herskovits, Edward 187 1992 Correlation clustering. Zbl 1089.68085 Bansal, Nikhil; Blum, Avrim; Chawla, Shuchi 186 2004 Bayesian network classifiers. Zbl 0892.68077 Friedman, Nir; Geiger, Dan; Goldszmidt, Moises 169 1997 NP-hardness of Euclidean sum-of-squares clustering. Zbl 1378.68047 Aloise, Daniel; Deshpande, Amit; Hansen, Pierre; Popat, Preyas 147 2009 An introduction to MCMC for machine learning. Zbl 1033.68081 Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I. 139 2003 Markov logic networks. Zbl 1470.68221 Richardson, Matthew; Domingos, Pedro 138 2006 Choosing multiple parameters for support vector machines. Zbl 0998.68101 Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan 133 2002 Simple statistical gradient-following algorithms for connectionist reinforcement learning. Zbl 0772.68076 Williams, Ronald J. 133 1992 Improved boosting algorithms using confidence-rated predictions. Zbl 0945.68194 Schapire, Robert E.; Singer, Yoram 127 1999 Convex multi-task feature learning. Zbl 1470.68073 Argyriou, Andreas; Evgeniou, Theodoros; Pontil, Massimiliano 111 2008 On the optimality of the simple Bayesian classifier under zero-one loss. Zbl 0892.68076 Domingos, Pedro; Pazzani, Michael 105 1997 The max-min hill-climbing Bayesian network structure learning algorithm. Zbl 1470.68192 Tsamardinos, Ioannis; Brown, Laura E.; Aliferis, Constantin F. 104 2006 Soft margins for AdaBoost. Zbl 0969.68128 Rätsch, G.; Onoda, T.; Müller, K.-R. 95 2001 Semi-supervised learning on Riemannian manifolds. Zbl 1089.68086 Belkin, Mikhail; Niyogi, Partha 88 2004 Approximation and estimation bounds for artificial neural networks. Zbl 0818.68127 Barron, Andrew R. 86 1994 Text classification from labeled and unlabeled documents using EM. Zbl 0949.68162 Nigam, Kamal; McCallum, Andrew Kachites; Thrun, Sebastian; Mitchell, Tom 81 2000 A simple generalisation of the area under the ROC curve for multiple class classification problems. Zbl 1007.68180 Hand, David J.; Till, Robert J. 79 2001 Stacked regressions. Zbl 0849.68104 Breiman, Leo 78 1996 BoosTexter: A boosting-based system for text categorization. Zbl 0951.68561 Schapire, Robert E.; Singer, Yoram 76 2000 Very simple classification rules perform well on most commonly used datasets. Zbl 0850.68278 Holte, Robert C. 75 1993 Multicategory proximal support vector machine classifiers. Zbl 1101.68758 Fung, Glenn M.; Mangasarian, O. L. 75 2005 Support vector data description. Zbl 1078.68728 Tax, David M. J.; Duin, Robert P. W. 72 2004 Extremely randomized trees. Zbl 1110.68124 Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 69 2006 Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Zbl 1027.68113 Kuncheva, Ludmila I.; Whitaker, Christopher J. 69 2003 Concept decompositions for large sparse text data using clustering. Zbl 0970.68167 Dhillon, Inderjit S.; Modha, Dharmendra S. 68 2001 Asynchronous stochastic approximation and Q-learning. Zbl 0820.68105 Tsitsiklis, John N. 68 1994 Toward efficient agnostic learning. Zbl 0938.68797 Kearns, Michael J.; Schapire, Robert E.; Sellie, Linda M. 66 1994 A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Zbl 0969.68669 Lim, Tjen-Sien; Loh, Wei-Yin; Shih, Yu-Shan 65 2000 Theoretical and empirical analysis of ReliefF and RReliefF. Zbl 1076.68065 Robnik-Šikonja, Marko; Kononenko, Igor 64 2003 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104 Friedman, Nir; Koller, Daphne 64 2003 Clustering large graphs via the singular value decomposition. Zbl 1089.68090 Drineas, P.; Frieze, A.; Kannan, R.; Vempala, S.; Vinay, V. 60 2004 Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data. Zbl 1039.68103 Monti, Stefano; Tamayo, Pablo; Mesirov, Jill; Golub, Todd 59 2003 Model selection and error estimation. Zbl 0998.68117 Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 58 2002 Optimal classification trees. Zbl 1455.68159 Bertsimas, Dimitris; Dunn, Jack 57 2017 Unsupervised learning by probabilistic latent semantic analysis. Zbl 0970.68130 Hofmann, Thomas 57 2001 Robust classification for imprecise environments. Zbl 0969.68126 Provost, Foster; Fawcett, Tom 57 2001 Large margin classification using the perceptron algorithm. Zbl 0944.68535 Freund, Yoav; Schapire, Robert E. 56 1999 Learning conjunctions of Horn clauses. Zbl 0766.68107 Angluin, Dana; Frazier, Michael; Pitt, Leonard 53 1992 Learning from different teachers. Zbl 1027.68106 Angluin, Dana; Kriķis, Mārtiņš 51 2003 Reduction techniques for instance-based learning algorithms. Zbl 0954.68126 Wilson, D. Randall; Martinez, Tony R. 49 2000 Benchmarking least squares support vector machine classifiers. Zbl 1078.68737 van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos 49 2004 Measuring classifier performance: a coherent alternative to the area under the ROC curve. Zbl 1470.62085 Hand, David J. 48 2009 Logarithmic regret algorithms for online convex optimization. Zbl 1471.68327 Hazan, Elad; Agarwal, Amit; Kale, Satyen 47 2007 Robust ordinal regression in preference learning and ranking. Zbl 1300.68040 Corrente, Salvatore; Greco, Salvatore; Kadziński, Miłosz; Słowiński, Roman 46 2013 Inference for the generalization error. Zbl 1039.68104 Nadeau, Claude; Bengio, Yoshua 45 2003 On the learnability and design of output codes for multiclass problems. Zbl 1012.68155 Crammer, Koby; Singer, Yoram 44 2002 SPADE: An efficient algorithm for mining frequent sequences. Zbl 0970.68052 Zaki, Mohammed J. 44 2001 Generalized low rank approximations of matrices. Zbl 1087.65043 Ye, Jieping 43 2005 Gradient descent optimizes over-parameterized deep ReLU networks. Zbl 1494.68245 Zou, Difan; Cao, Yuan; Zhou, Dongruo; Gu, Quanquan 43 2020 Training invariant support vector machines. Zbl 0998.68102 Decoste, Dennis; Schölkopf, Bernhard 42 2002 Combined SVM-based feature selection and classification. Zbl 1137.90643 Neumann, Julia; Schnörr, Christoph; Steidl, Gabriele 42 2005 Logistic regression, AdaBoost and Bregman distances. Zbl 0998.68123 Collins, Michael; Schapire, Robert E.; Singer, Yoram 41 2002 On the handling of continuous-valued attributes in decision tree generation. Zbl 0767.68084 Fayyad, Usama M.; Irani, Keki B. 40 1992 Cutting-plane training of structural SVMs. Zbl 1235.68161 Joachims, Thorsten; Finley, Thomas; Yu, Chun-Nam John 40 2009 An algorithmic theory of learning: Robust concepts and random projection. Zbl 1095.68092 Arriaga, Rosa I.; Vempala, Santosh 39 2006 A theory of learning from different domains. Zbl 1470.68081 Ben-David, Shai; Blitzer, John; Crammer, Koby; Kulesza, Alex; Pereira, Fernando; Vaughan, Jennifer Wortman 39 2010 Selective sampling using the query by committee algorithm. Zbl 0881.68093 Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 38 1997 Linear programming boosting via column generation. Zbl 0998.68105 Demiriz, Ayhan; Bennett, Kristin P.; Shawe-Taylor, John 37 2002 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079 Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 37 1997 Factorial hidden Markov models. Zbl 0892.68080 Ghahramani, Zoubin; Jordan, Michael I. 37 1997 Convergence results for single-step on-policy reinforcement-learning algorithms. Zbl 0954.68127 Singh, Satinder; Jaakkola, Tommi; Littman, Michael L.; Szepesvári, Csaba 36 2000 Practical issues in temporal difference learning. Zbl 0772.68075 Tesauro, Gerald 36 1992 Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation. Zbl 1033.68085 Fokoué, Ernest; Titterington, D. M. 34 2003 Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078 Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai 33 2005 Near-optimal reinforcement learning in polynomial time. Zbl 1014.68071 Kearns, Michael; Singh, Satinder 32 2002 Relative loss bounds for on-line density estimation with the exponential family of distributions. Zbl 0988.68173 Azoury, Katy S.; Warmuth, M. K. 32 2001 Bounding the Vapnik-Chervonenkis dimension of concept classes parameterized by real numbers. Zbl 0831.68087 Goldberg, Paul W.; Jerrum, Mark R. 32 1995 On label dependence and loss minimization in multi-label classification. Zbl 1243.68237 Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke 32 2012 Supersparse linear integer models for optimized medical scoring systems. Zbl 1406.62144 Ustun, Berk; Rudin, Cynthia 32 2016 Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109 Keerthi, S. S.; Gilbert, E. G. 31 2002 Characteristic sets for polynomial grammatical inference. Zbl 0884.68107 de la Higuera, Colin 31 1997 Tracking the best expert. Zbl 0912.68165 Herbster, Mark; Warmuth, Manfred K. 30 1998 Some PAC-Bayesian theorems. Zbl 0945.68157 McAllester, David A. 30 1999 Support vector machines for classification in nonstandard situations. Zbl 0998.68103 Lin, Yi; Lee, Yoonkyung; Wahba, Grace 30 2002 Learning with tensors: a framework based on convex optimization and spectral regularization. Zbl 1319.68191 Signoretto, Marco; Dinh, Quoc Tran; De Lathauwer, Lieven; Suykens, Johan A. K. 30 2014 Multilabel classification via calibrated label ranking. Zbl 1470.68108 Fürnkranz, Johannes; Hüllermeier, Eyke; Loza Mencía, Eneldo; Brinker, Klaus 30 2008 Quantum speed-up for unsupervised learning. Zbl 1260.68319 Aïmeur, Esma; Brassard, Gilles; Gambs, Sébastien 30 2013 Learning monotone nonlinear models using the Choquet integral. Zbl 1260.68348 Tehrani, Ali Fallah; Cheng, Weiwei; Dembczyński, Krzysztof; Hüllermeier, Eyke 30 2012 Kernel-based reinforcement learning. Zbl 1014.68069 Ormoneit, Dirk; Sen, Śaunak 29 2002 The hierarchical hidden Markov model: Analysis and applications. Zbl 0901.68178 Fine, Shai; Singer, Yoram; Tishby, Naftali 29 1998 Logistic model trees. Zbl 1101.68767 Landwehr, Niels; Hall, Mark; Frank, Eibe 29 2005 Detecting communities and their evolutions in dynamic social networks – a Bayesian approach. Zbl 1237.91189 Yang, Tianbao; Chi, Yun; Zhu, Shenghuo; Gong, Yihong; Jin, Rong 29 2011 Optimal control as a graphical model inference problem. Zbl 1243.93133 Kappen, Hilbert J.; Gómez, Vicenç; Opper, Manfred 29 2012 Variable resolution discretization in optimal control. Zbl 1005.68086 Munos, Rémi; Moore, Andrew 28 2002 Tree induction for probability-based ranking. Zbl 1039.68105 Provost, Foster; Domingos, Pedro 28 2003 Using iterated bagging to debias regressions. Zbl 1052.68109 Breiman, Leo 27 2001 External control in Markovian genetic regulatory networks. Zbl 1039.68161 Datta, Aniruddha; Choudhary, Ashish; Bittner, Michael L.; Dougherty, Edward R. 27 2003 Nonparametric time series prediction through adaptive model selection. Zbl 0954.68124 Meir, Ron 26 2000 Kernel matching pursuit. Zbl 0998.68120 Vincent, Pascal; Bengio, Yoshua 26 2002 Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Zbl 1331.68189 Lin, Zhouchen; Liu, Risheng; Li, Huan 26 2015 RE-EM trees: a data mining approach for longitudinal and clustered data. Zbl 1238.68131 Sela, Rebecca J.; Simonoff, Jeffrey S. 26 2012 Byzantine-robust distributed sparse learning for \(M\)-estimation. Zbl 07753625 Tu, Jiyuan; Liu, Weidong; Mao, Xiaojun 2 2023 Online learning of network bottlenecks via minimax paths. Zbl 07694481 Åkerblom, Niklas; Hoseini, Fazeleh Sadat; Haghir Chehreghani, Morteza 2 2023 Root-finding approaches for computing conformal prediction set. Zbl 07694482 Ndiaye, Eugene; Takeuchi, Ichiro 1 2023 Limits of multi-relational graphs. Zbl 07694483 Alvarado, Juan; Wang, Yuyi; Ramon, Jan 1 2023 Embedding to reference t-SNE space addresses batch effects in single-cell classification. Zbl 07694500 Poličar, Pavlin G.; Stražar, Martin; Zupan, Blaž 1 2023 A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety. Zbl 07702703 Makridis, Georgios; Mavrepis, Philip; Kyriazis, Dimosthenis 1 2023 Cross-model consensus of explanations and beyond for image classification models: an empirical study. Zbl 07702715 Li, Xuhong; Xiong, Haoyi; Huang, Siyu; Ji, Shilei; Dou, Dejing 1 2023 Learning system parameters from Turing patterns. Zbl 1518.68319 Schnörr, David; Schnörr, Christoph 1 2023 Considerations when learning additive explanations for black-box models. Zbl 1518.68323 Tan, Sarah; Hooker, Giles; Koch, Paul; Gordo, Albert; Caruana, Rich 1 2023 Inductive logic programming at 30. Zbl 07510309 Cropper, Andrew; Dumančić, Sebastijan; Evans, Richard; Muggleton, Stephen H. 5 2022 Boosting Poisson regression models with telematics car driving data. Zbl 07510312 Gao, Guangyuan; Wang, He; Wüthrich, Mario V. 4 2022 Lifting symmetry breaking constraints with inductive logic programming. Zbl 07570129 Tarzariol, Alice; Gebser, Martin; Schekotihin, Konstantin 3 2022 Large-scale pinball twin support vector machines. Zbl 07624280 Tanveer, M.; Tiwari, A.; Choudhary, R.; Ganaie, M. A. 2 2022 Learning any memory-less discrete semantics for dynamical systems represented by logic programs. Zbl 07624282 Ribeiro, Tony; Folschette, Maxime; Magnin, Morgan; Inoue, Katsumi 2 2022 Receiver operating characteristic (ROC) curves: equivalences, beta model, and minimum distance estimation. Zbl 07570154 Gneiting, Tilmann; Vogel, Peter 2 2022 Stronger data poisoning attacks break data sanitization defenses. Zbl 07510305 Koh, Pang Wei; Steinhardt, Jacob; Liang, Percy 2 2022 Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders. Zbl 07510316 Atashgahi, Zahra; Sokar, Ghada; van der Lee, Tim; Mocanu, Elena; Mocanu, Decebal Constantin; Veldhuis, Raymond; Pechenizkiy, Mykola 2 2022 Dual-domain graph convolutional networks for skeleton-based action recognition. Zbl 07624243 Chen, Shuo; Xu, Ke; Mi, Zhongjie; Jiang, Xinghao; Sun, Tanfeng 1 2022 ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams. Zbl 07624249 Cano, Alberto; Krawczyk, Bartosz 1 2022 Semi-supervised semantic segmentation in Earth observation: the MiniFrance suite, dataset analysis and multi-task network study. Zbl 07624267 Castillo-Navarro, Javiera; Le Saux, Bertrand; Boulch, Alexandre; Audebert, Nicolas; Lefèvre, Sébastien 1 2022 Stateless neural meta-learning using second-order gradients. Zbl 1524.68281 Huisman, Mike; Plaat, Aske; van Rijn, Jan N. 1 2022 An adaptive Polyak heavy-ball method. Zbl 1525.68125 Saab, Samer jun.; Phoha, Shashi; Zhu, Minghui; Ray, Asok 1 2022 Recursive tree grammar autoencoders. Zbl 07624276 Paaßen, Benjamin; Koprinska, Irena; Yacef, Kalina 1 2022 Polynomial-based graph convolutional neural networks for graph classification. Zbl 07570126 Pasa, Luca; Navarin, Nicolò; Sperduti, Alessandro 1 2022 Nested aggregation of experts using inducing points for approximated Gaussian process regression. Zbl 07570140 Nakai-Kasai, Ayano; Tanaka, Toshiyuki 1 2022 Semi-supervised latent block model with pairwise constraints. Zbl 07570142 Riverain, Paul; Fossier, Simon; Nadif, Mohamed 1 2022 Semi-Lipschitz functions and machine learning for discrete dynamical systems on graphs. Zbl 07570143 Falciani, H.; Sánchez-Pérez, E. A. 1 2022 Randomized approximate class-specific kernel spectral regression analysis for large-scale face verification. Zbl 07570152 Li, Ke; Wu, Gang 1 2022 The backbone method for ultra-high dimensional sparse machine learning. Zbl 07570155 Bertsimas, Dimitris; Digalakis, Vassilis jun. 1 2022 Modelling spatiotemporal dynamics from Earth observation data with neural differential equations. Zbl 07570161 Ayed, Ibrahim; de Bézenac, Emmanuel; Pajot, Arthur; Gallinari, Patrick 1 2022 Hierarchical optimal transport for unsupervised domain adaptation. Zbl 07694461 El Hamri, Mourad; Bennani, Younès; Falih, Issam 1 2022 An accurate, scalable and verifiable protocol for federated differentially private averaging. Zbl 07694464 Sabater, César; Bellet, Aurélien; Ramon, Jan 1 2022 Variance reduction on general adaptive stochastic mirror descent. Zbl 07694475 Li, Wenjie; Wang, Zhanyu; Zhang, Yichen; Cheng, Guang 1 2022 Embed2detect: temporally clustered embedded words for event detection in social media. Zbl 07510306 Hettiarachchi, Hansi; Adedoyin-Olowe, Mariam; Bhogal, Jagdev; Gaber, Mohamed Medhat 1 2022 Learning from interpretation transition using differentiable logic programming semantics. Zbl 07510308 Gao, Kun; Wang, Hanpin; Cao, Yongzhi; Inoue, Katsumi 1 2022 SAMBA: safe model-based & active reinforcement learning. Zbl 07510310 Cowen-Rivers, Alexander I.; Palenicek, Daniel; Moens, Vincent; Abdullah, Mohammed Amin; Sootla, Aivar; Wang, Jun; Bou-Ammar, Haitham 1 2022 A review on instance ranking problems in statistical learning. Zbl 07510317 Werner, Tino 1 2022 Multiway \(p\)-spectral graph cuts on Grassmann manifolds. Zbl 07510328 Pasadakis, Dimosthenis; Alappat, Christie Louis; Schenk, Olaf; Wellein, Gerhard 1 2022 Online strongly convex optimization with unknown delays. Zbl 1491.68272 Wan, Yuanyu; Tu, Wei-Wei; Zhang, Lijun 1 2022 Regularisation of neural networks by enforcing Lipschitz continuity. Zbl 07432806 Gouk, Henry; Frank, Eibe; Pfahringer, Bernhard; Cree, Michael J. 18 2021 Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods. Zbl 07432810 Hüllermeier, Eyke; Waegeman, Willem 18 2021 Learning programs by learning from failures. Zbl 07432822 Cropper, Andrew; Morel, Rolf 9 2021 The voice of optimization. Zbl 07432802 Bertsimas, Dimitris; Stellato, Bartolomeo 7 2021 Challenges of real-world reinforcement learning: definitions, benchmarks and analysis. Zbl 07465677 Dulac-Arnold, Gabriel; Levine, Nir; Mankowitz, Daniel J.; Li, Jerry; Paduraru, Cosmin; Gowal, Sven; Hester, Todd 6 2021 Tensor Q-rank: new data dependent definition of tensor rank. Zbl 07465658 Kong, Hao; Lu, Canyi; Lin, Zhouchen 5 2021 Sparse classification: a scalable discrete optimization perspective. Zbl 07465779 Bertsimas, Dimitris; Pauphilet, Jean; Van Parys, Bart 5 2021 Interpretable clustering: an optimization approach. Zbl 07432799 Bertsimas, Dimitris; Orfanoudaki, Agni; Wiberg, Holly 4 2021 Conditional variance penalties and domain shift robustness. Zbl 07432804 Heinze-Deml, Christina; Meinshausen, Nicolai 3 2021 Global optimization based on active preference learning with radial basis functions. Zbl 07432807 Bemporad, Alberto; Piga, Dario 3 2021 Concentration bounds for temporal difference learning with linear function approximation: the case of batch data and uniform sampling. Zbl 07432813 Prashanth, L. A.; Korda, Nathaniel; Munos, Rémi 3 2021 Beneficial and harmful explanatory machine learning. Zbl 07432818 Ai, Lun; Muggleton, Stephen H.; Hocquette, Céline; Gromowski, Mark; Schmid, Ute 3 2021 Toward optimal probabilistic active learning using a Bayesian approach. Zbl 1491.68161 Kottke, Daniel; Herde, Marek; Sandrock, Christoph; Huseljic, Denis; Krempl, Georg; Sick, Bernhard 3 2021 Graph-based semi-supervised learning via improving the quality of the graph dynamically. Zbl 07432838 Liang, Jiye; Cui, Junbiao; Wang, Jie; Wei, Wei 3 2021 Beyond graph neural networks with lifted relational neural networks. Zbl 1515.68279 Šourek, Gustav; Železný, Filip; Kuželka, Ondřej 2 2021 Sampled Gromov Wasserstein. Zbl 07465668 Kerdoncuff, Tanguy; Emonet, Rémi; Sebban, Marc 2 2021 A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with skew Gaussian processes. Zbl 07465776 Benavoli, Alessio; Azzimonti, Dario; Piga, Dario 2 2021 Probabilistic inductive constraint logic. Zbl 07432819 Riguzzi, Fabrizio; Bellodi, Elena; Zese, Riccardo; Alberti, Marco; Lamma, Evelina 2 2021 Top program construction and reduction for polynomial time meta-interpretive learning. Zbl 07432820 Patsantzis, S.; Muggleton, S. H. 2 2021 Bayesian optimization with approximate set kernels. Zbl 07432823 Kim, Jungtaek; McCourt, Michael; You, Tackgeun; Kim, Saehoon; Choi, Seungjin 2 2021 Automated adaptation strategies for stream learning. Zbl 07432840 Bakirov, Rashid; Fay, Damien; Gabrys, Bogdan 2 2021 Learning subtree pattern importance for Weisfeiler-Lehman based graph kernels. Zbl 07465650 Nguyen, Dai Hai; Nguyen, Canh Hao; Mamitsuka, Hiroshi 1 2021 Incorporating symbolic domain knowledge into graph neural networks. Zbl 07465651 Dash, Tirtharaj; Srinivasan, Ashwin; Vig, Lovekesh 1 2021 Learning hierarchical probabilistic logic programs. Zbl 07465652 Nguembang Fadja, Arnaud; Riguzzi, Fabrizio; Lamma, Evelina 1 2021 Distance metric learning for graph structured data. Zbl 07465655 Yoshida, Tomoki; Takeuchi, Ichiro; Karasuyama, Masayuki 1 2021 TRU-NET: a deep learning approach to high resolution prediction of rainfall. Zbl 07465663 Adewoyin, Rilwan A.; Dueben, Peter; Watson, Peter; He, Yulan; Dutta, Ritabrata 1 2021 Testing conditional independence in supervised learning algorithms. Zbl 07465666 Watson, David S.; Wright, Marvin N. 1 2021 Convex optimization with an interpolation-based projection and its application to deep learning. Zbl 07465672 Akrour, Riad; Atamna, Asma; Peters, Jan 1 2021 Inverse reinforcement learning in contextual MDPs. Zbl 07465674 Belogolovsky, Stav; Korsunsky, Philip; Mannor, Shie; Tessler, Chen; Zahavy, Tom 1 2021 A deep reinforcement learning framework for continuous intraday market bidding. Zbl 07465675 Boukas, Ioannis; Ernst, Damien; Théate, Thibaut; Bolland, Adrien; Huynen, Alexandre; Buchwald, Martin; Wynants, Christelle; Cornélusse, Bertrand 1 2021 Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems. Zbl 07465680 Likmeta, Amarildo; Metelli, Alberto Maria; Ramponi, Giorgia; Tirinzoni, Andrea; Giuliani, Matteo; Restelli, Marcello 1 2021 Tensor decision trees for continual learning from drifting data streams. Zbl 07465773 Krawczyk, Bartosz 1 2021 Deep learning and multivariate time series for cheat detection in video games. Zbl 07465774 Pinto, José Pedro; Pimenta, André; Novais, Paulo 1 2021 HIVE-COTE 2.0: a new meta ensemble for time series classification. Zbl 07465780 Middlehurst, Matthew; Large, James; Flynn, Michael; Lines, Jason; Bostrom, Aaron; Bagnall, Anthony 1 2021 Conditional t-SNE: more informative t-SNE embeddings. Zbl 07465786 Kang, Bo; García García, Darío; Lijffijt, Jefrey; Santos-Rodríguez, Raúl; De Bie, Tijl 1 2021 How artificial intelligence and machine learning can help healthcare systems respond to COVID-19. Zbl 07432796 van der Schaar, Mihaela; Alaa, Ahmed M.; Floto, Andres; Gimson, Alexander; Scholtes, Stefan; Wood, Angela; McKinney, Eoin; Jarrett, Daniel; Lio, Pietro; Ercole, Ari 1 2021 Node classification over bipartite graphs through projection. Zbl 07432798 Stankova, Marija; Praet, Stiene; Martens, David; Provost, Foster 1 2021 LoRAS: an oversampling approach for imbalanced datasets. Zbl 07432803 Bej, Saptarshi; Davtyan, Narek; Wolfien, Markus; Nassar, Mariam; Wolkenhauer, Olaf 1 2021 \(F^*\): an interpretable transformation of the F-measure. Zbl 07432809 Hand, David J.; Christen, Peter; Kirielle, Nishadi 1 2021 Coupling matrix manifolds assisted optimization for optimal transport problems. Zbl 07432812 Shi, Dai; Gao, Junbin; Hong, Xia; Boris Choy, S. T.; Wang, Zhiyong 1 2021 An extended DEIM algorithm for subset selection and class identification. Zbl 07432815 Hendryx, Emily P.; Rivière, Béatrice M.; Rusin, Craig G. 1 2021 Protect privacy of deep classification networks by exploiting their generative power. Zbl 07432816 Chen, Jiyu; Guo, Yiwen; Zheng, Qianjun; Chen, Hao 1 2021 SPEED: secure, private, and efficient deep learning. Zbl 1489.68090 Grivet Sébert, Arnaud; Pinot, Rafaël; Zuber, Martin; Gouy-Pailler, Cédric; Sirdey, Renaud 1 2021 AUTOMAT[R]IX: learning simple matrix pipelines. Zbl 07432821 Contreras-Ochando, Lidia; Ferri, Cèsar; Hernández-Orallo, José 1 2021 Quick-means: accelerating inference for K-means by learning fast transforms. Zbl 07432824 Giffon, Luc; Emiya, Valentin; Kadri, Hachem; Ralaivola, Liva 1 2021 Convex programming based spectral clustering. Zbl 07432826 Mizutani, Tomohiko 1 2021 Large scale multi-label learning using Gaussian processes. Zbl 07432827 Panos, Aristeidis; Dellaportas, Petros; Titsias, Michalis K. 1 2021 Adaptive covariate acquisition for minimizing total cost of classification. Zbl 07432830 Andrade, Daniel; Okajima, Yuzuru 1 2021 Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training. Zbl 07432833 Kopetzki, Anna-Kathrin; Günnemann, Stephan 1 2021 Multi-objective multi-armed bandit with lexicographically ordered and satisficing objectives. Zbl 07432835 Hüyük, Alihan; Tekin, Cem 1 2021 Importance sampling in reinforcement learning with an estimated behavior policy. Zbl 07432836 Hanna, Josiah P.; Niekum, Scott; Stone, Peter 1 2021 Gradient descent optimizes over-parameterized deep ReLU networks. Zbl 1494.68245 Zou, Difan; Cao, Yuan; Zhou, Dongruo; Gu, Quanquan 43 2020 A survey on semi-supervised learning. Zbl 1441.68215 van Engelen, Jesper E.; Hoos, Holger H. 20 2020 Learning from positive and unlabeled data: a survey. Zbl 1496.68270 Bekker, Jessa; Davis, Jesse 11 2020 Robust classification via MOM minimization. Zbl 1522.68470 Lecué, Guillaume; Lerasle, Matthieu; Mathieu, Timlothée 7 2020 Inductive general game playing. Zbl 1518.68294 Cropper, Andrew; Evans, Richard; Law, Mark 6 2020 Combining Bayesian optimization and Lipschitz optimization. Zbl 1446.90129 Ahmed, Mohamed Osama; Vaswani, Sharan; Schmidt, Mark 5 2020 Kappa updated ensemble for drifting data stream mining. Zbl 1440.68203 Cano, Alberto; Krawczyk, Bartosz 4 2020 Learning higher-order logic programs. Zbl 1518.68037 Cropper, Andrew; Morel, Rolf; Muggleton, Stephen 4 2020 Skew Gaussian processes for classification. Zbl 1525.62025 Benavoli, Alessio; Azzimonti, Dario; Piga, Dario 4 2020 On some graph-based two-sample tests for high dimension, low sample size data. Zbl 1446.62150 Sarkar, Soham; Biswas, Rahul; Ghosh, Anil K. 3 2020 ...and 985 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 19,439 Authors 41 Sugiyama, Masashi 30 De Raedt, Luc 27 Larrañaga, Pedro 25 Bühlmann, Peter 25 Carrizosa, Emilio 24 Kanamori, Takafumi 23 Hullermeier, Eyke 23 Kel’manov, Aleksandr Vasil’evich 22 Bertsimas, Dimitris John 22 Bshouty, Nader H. 22 Le Thi, Hoai An 21 Liu, Yufeng 21 Powell, Warren Buckler 20 Long, Philip M. 20 Wang, Shitong 19 Muggleton, Stephen H. 19 Xu, Dachuan 18 Alquier, Pierre 18 Bouguila, Nizar 18 Riguzzi, Fabrizio 17 Bielza, Concha 17 Corander, Jukka 17 Inoue, Katsumi 17 Jain, Sanjay 17 Suykens, Johan A. K. 17 Webb, Geoffrey I. 17 Zhou, Zhihua 16 Greco, Salvatore 16 Kadziński, Miłosz 16 Khandeev, Vladimir Il’ich 16 Pham Dinh Tao 15 Mohri, Mehryar 15 Rudin, Cynthia 15 Servedio, Rocco A. 15 Song, Rui 15 Waegeman, Willem 15 Zhang, Dongmei 15 Zhou, Dingxuan 14 Bartlett, Peter L. 14 Corani, Giorgio 14 Corrente, Salvatore 14 De Baets, Bernard 14 Hand, David J. 14 Lu, Wenbin 14 Niedermeier, Rolf 14 Pardalos, Panos M. 14 Peters, Jan 14 Suzuki, Taiji 14 Tian, Yingjie 13 Chung, Fu-Lai 13 Grünwald, Peter D. 13 Hothorn, Torsten 13 Kersting, Kristian 13 Li, Min 13 Mansour, Yishay 13 Shao, Yuanhai 13 Shen, Xiaotong 13 Słowiński, Roman 13 Takeda, Akiko 13 Yoshinaka, Ryo 13 Zaffalon, Marco 12 Balcázar, José Luis 12 Ishwaran, Hemant 12 Kinber, Efim B. 12 Larocque, Denis 12 Liang, Faming 12 Lugosi, Gábor 12 Makino, Kazuhisa 12 Romero Morales, Dolores 12 Zhang, Chunxia 12 Zhang, Jiangshe 11 Blanquero, Rafael 11 Blei, David M. 11 Borkar, Vivek Shripad 11 Boulesteix, Anne-Laure Isabeau 11 de Campos, Cassio Polpo 11 Džeroski, Sašo 11 Grzegorczyk, Marco A. 11 Hu, Qinghua 11 Mukherjee, Sayan 11 Munos, Rémi 11 Ng, Michael Kwok-Po 11 Pyatkin, Artëm Valer’evich 11 Shawe-Taylor, John 11 Srinivasan, Ashwin 11 Steinwart, Ingo 11 Wu, Qiang 11 Yang, Yuhong 10 Bischl, Bernd 10 Cesa-Bianchi, Nicolò 10 Ching, Wai-Ki 10 Clarke, Bertrand S. 10 Deng, Naiyang 10 Fürnkranz, Johannes 10 Gámez, José Antonio 10 Greiner, Russell 10 Guo, Jiong 10 Hanneke, Steve 10 Hernández-Orallo, Jose 10 Ishii, Shin ...and 19,339 more Authors all top 5 Cited in 651 Journals 765 Machine Learning 402 Pattern Recognition 317 Information Sciences 271 Computational Statistics and Data Analysis 244 European Journal of Operational Research 232 Journal of Machine Learning Research (JMLR) 227 Neural Networks 216 Artificial Intelligence 210 International Journal of Approximate Reasoning 199 Neural Computation 192 Theoretical Computer Science 188 Data Mining and Knowledge Discovery 140 The Annals of Statistics 118 The Annals of Applied Statistics 111 Statistics and Computing 98 Journal of the American Statistical Association 98 Journal of Computer and System Sciences 89 Advances in Data Analysis and Classification. ADAC 88 Computers & Operations Research 87 Computational Statistics 86 Annals of Operations Research 85 Electronic Journal of Statistics 72 Automatica 71 Journal of Applied Statistics 69 Annals of Mathematics and Artificial Intelligence 67 Journal of Computational and Graphical Statistics 67 Journal of Theoretical Biology 66 Discrete Applied Mathematics 64 Mathematical Problems in Engineering 62 Communications in Statistics. Simulation and Computation 59 Statistical Science 58 Biometrics 56 International Journal of Computer Vision 56 Statistical Analysis and Data Mining 55 Journal of Multivariate Analysis 54 Soft Computing 53 Applied Mathematics and Computation 51 Information and Computation 50 Journal of Computational Physics 50 Journal of Classification 48 Computational & Mathematical Methods in Medicine 45 Journal of Statistical Computation and Simulation 43 Information Processing Letters 42 Fuzzy Sets and Systems 40 Operations Research 40 Journal of Global Optimization 39 Mathematical Programming. Series A. Series B 39 INFORMS Journal on Computing 38 Statistics & Probability Letters 38 SIAM Journal on Optimization 38 International Journal of Applied Mathematics and Computer Science 34 Communications in Statistics. Theory and Methods 34 Computational Optimization and Applications 34 International Journal of Wavelets, Multiresolution and Information Processing 33 Computer Methods in Applied Mechanics and Engineering 33 Bernoulli 32 Quantum Information Processing 31 The Journal of Artificial Intelligence Research (JAIR) 30 Journal of Computational and Applied Mathematics 30 Applied and Computational Harmonic Analysis 29 Journal of Combinatorial Optimization 29 Mathematical Biosciences and Engineering 29 SIAM Journal on Mathematics of Data Science 28 Journal of Statistical Planning and Inference 28 Quantitative Finance 28 Bayesian Analysis 27 Computers & Mathematics with Applications 27 Journal of Optimization Theory and Applications 26 Theory and Practice of Logic Programming 25 Journal of the Franklin Institute 25 Test 25 SIAM Journal on Scientific Computing 25 Optimization Methods & Software 25 Optimization Letters 24 Journal of Econometrics 24 Journal of Mathematical Psychology 24 Statistical Applications in Genetics and Molecular Biology 23 JETAI. Journal of Experimental & Theoretical Artificial Intelligence 22 Algorithmica 21 Physica A 21 Applied Mathematical Modelling 21 Automation and Remote Control 20 PAA. Pattern Analysis and Applications 20 Computational Biology and Chemistry 20 Journal of Industrial and Management Optimization 19 Systems & Control Letters 19 Journal of Scientific Computing 18 New Generation Computing 18 Proceedings of the National Academy of Sciences of the United States of America 18 Journal of Mathematical Imaging and Vision 18 Statistica Sinica 17 Biometrical Journal 17 International Statistical Review 17 Mathematical Geosciences 16 Psychometrika 16 Mathematics of Operations Research 16 Optimization and Engineering 16 Journal of Applied Logic 16 Statistics Surveys 15 Inverse Problems ...and 551 more Journals all top 5 Cited in 59 Fields 5,862 Computer science (68-XX) 4,307 Statistics (62-XX) 1,552 Operations research, mathematical programming (90-XX) 722 Numerical analysis (65-XX) 713 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 618 Biology and other natural sciences (92-XX) 376 Probability theory and stochastic processes (60-XX) 365 Systems theory; control (93-XX) 311 Combinatorics (05-XX) 274 Information and communication theory, circuits (94-XX) 134 Calculus of variations and optimal control; optimization (49-XX) 125 Linear and multilinear algebra; matrix theory (15-XX) 81 Functional analysis (46-XX) 80 Mathematical logic and foundations (03-XX) 73 Quantum theory (81-XX) 67 Partial differential equations (35-XX) 64 Approximations and expansions (41-XX) 62 Geophysics (86-XX) 52 Fluid mechanics (76-XX) 51 Dynamical systems and ergodic theory (37-XX) 50 Mechanics of deformable solids (74-XX) 48 Statistical mechanics, structure of matter (82-XX) 35 Order, lattices, ordered algebraic structures (06-XX) 33 Harmonic analysis on Euclidean spaces (42-XX) 27 Measure and integration (28-XX) 25 Operator theory (47-XX) 23 Convex and discrete geometry (52-XX) 21 General and overarching topics; collections (00-XX) 16 Differential geometry (53-XX) 13 Real functions (26-XX) 13 Ordinary differential equations (34-XX) 12 History and biography (01-XX) 12 Global analysis, analysis on manifolds (58-XX) 12 Mechanics of particles and systems (70-XX) 9 Geometry (51-XX) 9 Optics, electromagnetic theory (78-XX) 8 Integral equations (45-XX) 7 Number theory (11-XX) 6 General topology (54-XX) 5 Special functions (33-XX) 5 Astronomy and astrophysics (85-XX) 4 General algebraic systems (08-XX) 4 Functions of a complex variable (30-XX) 4 Difference and functional equations (39-XX) 4 Algebraic topology (55-XX) 4 Classical thermodynamics, heat transfer (80-XX) 4 Relativity and gravitational theory (83-XX) 2 Category theory; homological algebra (18-XX) 2 Group theory and generalizations (20-XX) 2 Potential theory (31-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Mathematics education (97-XX) 1 Field theory and polynomials (12-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Sequences, series, summability (40-XX) 1 Abstract harmonic analysis (43-XX) 1 Manifolds and cell complexes (57-XX) Citations by Year