Edit Profile (opens in new tab) Peña, José-María Co-Author Distance Author ID: pena.jose-maria Published as: Peña, Jose M.; Peña, José M.; Peña, J. M.; Peña, Jose Maria; Peña, José-Maria; Peña, José-María more...less Documents Indexed: 41 Publications since 2001, including 2 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 38 Co-Authors with 30 Joint Publications 321 Co-Co-Authors all top 5 Co-Authors 12 single-authored 5 Björkegren, Johan 5 Larrañaga, Pedro 5 Robles, Víctor 5 Tegnér, Jesper 4 Lozano, Jose A. 4 Menasalvas, Ernestina 3 LaTorre, Antonio 3 Nilsson, Roland 3 Sonntag, Dag 2 Bendtsen, Marcus 2 Jérusalem, Antoine 2 Marbán, Óscar 2 Millán, Socorro 2 Muelas, Santiago 1 Ammouche, Yanis 1 Beslon, Guillaume 1 Crespo, F. Javier 1 Cubo, Óscar 1 de Miguel, P. 1 Etminani, Kobra 1 Fazel Famili, A. 1 Feelders, Ad J. 1 Fernandez, María C. 1 Field, Duncan 1 Gabriel, Erin E. 1 Gómez-Olmedo, Manuel 1 Hadjimichael, Michael 1 Herves, V. 1 Kok, Joost N. 1 McHugh, Sean T. 1 Mendiburu, Alexander 1 Merchán-Pérez, Ángel 1 Montes, Jesús 1 Naghibzadeh, Mahmoud 1 Sanchez-Dehesa, Y. 1 Siebes, Arno P. J. M. 1 Sjölander, Arvid 1 Zhang, Minling all top 5 Serials 14 International Journal of Approximate Reasoning 2 Information Sciences 2 Journal of Machine Learning Research (JMLR) 1 Statistics & Probability Letters 1 International Journal of Intelligent Systems 1 Computational Mechanics 1 Machine Learning 1 The Journal of Artificial Intelligence Research (JAIR) 1 Abstract and Applied Analysis 1 International Journal of Applied Mathematics and Computer Science 1 CMES. Computer Modeling in Engineering & Sciences 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Lecture Notes in Computer Science 1 Mathematical Modelling of Natural Phenomena all top 5 Fields 26 Computer science (68-XX) 13 Statistics (62-XX) 11 Combinatorics (05-XX) 5 Operations research, mathematical programming (90-XX) 4 Probability theory and stochastic processes (60-XX) 4 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Mechanics of deformable solids (74-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 25 Publications have been cited 101 times in 80 Documents Cited by ▼ Year ▼ Towards scalable and data efficient learning of Markov boundaries. Zbl 1122.68136 Peña, Jose M.; Nilsson, Roland; Björkegren, Johan; Tegnér, Jesper 16 2007 Feature selection for multi-label naive Bayes classification. Zbl 1193.68219 Zhang, Min-Ling; Peña, José M.; Robles, Victor 16 2009 Marginal AMP chain graphs. Zbl 1433.05304 Peña, Jose M. 10 2014 Chain graph interpretations and their relations revisited. Zbl 1336.62133 Sonntag, Dag; Peña, Jose M. 7 2015 Faithfulness in chain graphs: the discrete case. Zbl 1416.62376 Peña, Jose M. 5 2009 Finding consensus Bayesian network structures. Zbl 1234.68344 Peña, Jose Maria 4 2011 An algorithm for reading dependencies from the minimal undirected independence map of a graphoid that satisfies weak transitivity. Zbl 1234.05226 Peña, Jose M.; Nilsson, Roland; Björkegren, Johan; Tegnér, Jesper 4 2009 Learning recursive Bayesian multinets for data clustering by means of constructive induction. Zbl 1012.68153 Peña, Jose M.; Lozano, Jose A.; Larrañaga, Pedro 4 2002 A model of the spatially dependent mechanical properties of the axon during its growth. Zbl 1356.92017 García, J. A.; Peña, Jose Maria; McHugh, S.; Jérusalem, A. 4 2012 Consistent feature selection for pattern recognition in polynomial time. Zbl 1222.68353 Nilsson, Roland; Peña, José M.; Björkegren, Johan; Tegnér, Jesper 3 2007 Scalable, efficient and correct learning of Markov boundaries under the faithfulness assumption. Zbl 1113.68531 Peña, Jose M.; Björkegren, Johan; Tegnér, Jesper 3 2005 Democraticop: a democratic way of aggregating Bayesian network parameters. Zbl 1316.68176 Etminani, Kobra; Naghibzadeh, Mahmoud; Peña, Jose M. 3 2013 Chain graph interpretations and their relations. Zbl 1416.62380 Sonntag, Dag; Peña, Jose M. 3 2013 Unsupervised learning of Bayesian networks via estimation of distribution algorithms: An application to gene expression data clustering. Zbl 1101.68784 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 2 2004 Benefits of data clustering in multimodal function optimization via EDAs. Zbl 1019.90009 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 2 2002 Learning semi naïve Bayes structures by estimation of distribution algorithms. Zbl 1205.68314 Robles, V.; Larrañaga, P.; Peña, J. M.; Pérez, M. S.; Menasalvas, E.; Herves, V. 2 2003 Every LWF and AMP chain graph originates from a set of causal models. Zbl 1465.62114 Peña, Jose M. 2 2015 Learning marginal AMP chain graphs under faithfulness. Zbl 1416.62378 Peña, Jose M. 2 2014 Gated Bayesian networks for algorithmic trading. Zbl 1415.91331 Bendtsen, Marcus; Peña, Jose M. 2 2016 Learning AMP chain graphs and some marginal models thereof under faithfulness. Zbl 1416.62377 Peña, Jose M. 2 2014 Performance evaluation of compromise conditional Gaussian networks for data clustering. Zbl 0984.68060 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 1 2001 Minimal decision rules based on the apriori algorithm. Zbl 1006.68133 Fernández, María C.; Menasalvas, Ernestina; Marbán, Óscar; Peña, José M.; Millán, Socorro 1 2001 Reading dependencies from covariance graphs. Zbl 1266.60020 Peña, Jose M. 1 2013 Distributed estimation of distribution algorithms for continuous optimization: how does the exchanged information influence their behavior? Zbl 1341.68203 Muelas, Santiago; Mendiburu, Alexander; LaTorre, Antonio; Peña, José-María 1 2014 Machine learning based multiscale calibration of mesoscopic constitutive models for composite materials: application to brain white matter. Zbl 1467.74074 Field, Duncan; Ammouche, Yanis; Peña, José-Maria; Jérusalem, Antoine 1 2021 Machine learning based multiscale calibration of mesoscopic constitutive models for composite materials: application to brain white matter. Zbl 1467.74074 Field, Duncan; Ammouche, Yanis; Peña, José-Maria; Jérusalem, Antoine 1 2021 Gated Bayesian networks for algorithmic trading. Zbl 1415.91331 Bendtsen, Marcus; Peña, Jose M. 2 2016 Chain graph interpretations and their relations revisited. Zbl 1336.62133 Sonntag, Dag; Peña, Jose M. 7 2015 Every LWF and AMP chain graph originates from a set of causal models. Zbl 1465.62114 Peña, Jose M. 2 2015 Marginal AMP chain graphs. Zbl 1433.05304 Peña, Jose M. 10 2014 Learning marginal AMP chain graphs under faithfulness. Zbl 1416.62378 Peña, Jose M. 2 2014 Learning AMP chain graphs and some marginal models thereof under faithfulness. Zbl 1416.62377 Peña, Jose M. 2 2014 Distributed estimation of distribution algorithms for continuous optimization: how does the exchanged information influence their behavior? Zbl 1341.68203 Muelas, Santiago; Mendiburu, Alexander; LaTorre, Antonio; Peña, José-María 1 2014 Democraticop: a democratic way of aggregating Bayesian network parameters. Zbl 1316.68176 Etminani, Kobra; Naghibzadeh, Mahmoud; Peña, Jose M. 3 2013 Chain graph interpretations and their relations. Zbl 1416.62380 Sonntag, Dag; Peña, Jose M. 3 2013 Reading dependencies from covariance graphs. Zbl 1266.60020 Peña, Jose M. 1 2013 A model of the spatially dependent mechanical properties of the axon during its growth. Zbl 1356.92017 García, J. A.; Peña, Jose Maria; McHugh, S.; Jérusalem, A. 4 2012 Finding consensus Bayesian network structures. Zbl 1234.68344 Peña, Jose Maria 4 2011 Feature selection for multi-label naive Bayes classification. Zbl 1193.68219 Zhang, Min-Ling; Peña, José M.; Robles, Victor 16 2009 Faithfulness in chain graphs: the discrete case. Zbl 1416.62376 Peña, Jose M. 5 2009 An algorithm for reading dependencies from the minimal undirected independence map of a graphoid that satisfies weak transitivity. Zbl 1234.05226 Peña, Jose M.; Nilsson, Roland; Björkegren, Johan; Tegnér, Jesper 4 2009 Towards scalable and data efficient learning of Markov boundaries. Zbl 1122.68136 Peña, Jose M.; Nilsson, Roland; Björkegren, Johan; Tegnér, Jesper 16 2007 Consistent feature selection for pattern recognition in polynomial time. Zbl 1222.68353 Nilsson, Roland; Peña, José M.; Björkegren, Johan; Tegnér, Jesper 3 2007 Scalable, efficient and correct learning of Markov boundaries under the faithfulness assumption. Zbl 1113.68531 Peña, Jose M.; Björkegren, Johan; Tegnér, Jesper 3 2005 Unsupervised learning of Bayesian networks via estimation of distribution algorithms: An application to gene expression data clustering. Zbl 1101.68784 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 2 2004 Learning semi naïve Bayes structures by estimation of distribution algorithms. Zbl 1205.68314 Robles, V.; Larrañaga, P.; Peña, J. M.; Pérez, M. S.; Menasalvas, E.; Herves, V. 2 2003 Learning recursive Bayesian multinets for data clustering by means of constructive induction. Zbl 1012.68153 Peña, Jose M.; Lozano, Jose A.; Larrañaga, Pedro 4 2002 Benefits of data clustering in multimodal function optimization via EDAs. Zbl 1019.90009 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 2 2002 Performance evaluation of compromise conditional Gaussian networks for data clustering. Zbl 0984.68060 Peña, J. M.; Lozano, J. A.; Larrañaga, P. 1 2001 Minimal decision rules based on the apriori algorithm. Zbl 1006.68133 Fernández, María C.; Menasalvas, Ernestina; Marbán, Óscar; Peña, José M.; Millán, Socorro 1 2001 all cited Publications top 5 cited Publications all top 5 Cited by 185 Authors 13 Peña, José-María 5 Larrañaga, Pedro 4 Bielza, Concha 4 Javidian, Mohammad Ali 4 Valtorta, Marco 3 Sadeghi, Kayvan 2 Bendtsen, Marcus 2 Borboudakis, Giorgos 2 Diehl, Stefan 2 Henningsson, Erik 2 Heyden, Anders 2 Jamshidi, Pooyan 2 Kim, Daewon 2 Lee, Jaesung 2 Li, Yang 2 Qian, Wenbin 2 Sonntag, Dag 2 Tsamardinos, Ioannis 2 Yang, Youlong 1 Acid, Silvia 1 Allison, Lloyd 1 Bahamonde, Antonio 1 Blanquero, Rafael 1 Bosman, Peter A. N. 1 Brummund, Jörg 1 Carrizosa, Emilio 1 Chambers, America 1 Chekina, Lena 1 Chen, Huanhuan 1 Chen, Tao 1 Chen, Zuozhou 1 Chow, Christopher 1 Christophides, Vassilis 1 Cloutier, Sylvie 1 Corander, Jukka 1 Córdoba-Sánchez, Irene 1 Dang, Qianlong 1 de Campos, Luis Miguel 1 DeFelipe, Javier 1 del Coz, Juan José 1 Díez, Jorge 1 Ding, Weiping 1 Drugan, Mădălina M. 1 Etminani, Kobra 1 Fan, Fugui 1 Fernández, Moisés 1 Frontoni, Emanuele 1 Gámez, José Antonio 1 Gao, Wanfu 1 Gao, Weifeng 1 García-Grajales, Julián Andrés 1 Geng, Zhi 1 Gómez-Olmedo, Manuel 1 Gong, Maoguo 1 Goriely, Alain 1 Grahl, Jörn 1 Guo, Jianhua 1 Guo, Yuanyuan 1 Gutfreund, Dan 1 Ha, Youngmin 1 Hansen, Niels Richard 1 Hariharan, Bharath 1 He, Zengyou 1 Hommersom, Arjen 1 Hong, Daozheng 1 Hu, Juncheng 1 Huang, Jintao 1 Hvattum, Lars Magnus 1 Jérusalem, Antoine 1 Jiang, Bingbing 1 Jing, Peiguang 1 Kalina, Karl A. 1 Karshenas, Hossein 1 Kästner, Markus 1 Katsogridakis, Pavlos 1 Klimova, Anna 1 Kontorovich, Leonid Aryeh 1 Korb, Kevin B. 1 Kubkowski, Mariusz 1 Kuhl, Ellen 1 Lappenschaar, Martijn 1 Lauritzen, Steffen Lilholt 1 Leppä-aho, Janne 1 Lewicki, Arkadiusz 1 Li, Benchong 1 Li, Jiuyong 1 Li, Yanying 1 Li, Yonghao 1 Li, Zhi 1 Li, Zhihui 1 Linden, Lennart 1 Liu, Jixue 1 Liu, Sanyang 1 Liu, Tengfei 1 Liu, Xinsheng 1 Liu, Xuqing 1 López-Cruz, Pedro L. 1 Lozano, Jose A. 1 Lu, Linyuan 1 Luaces, Oscar ...and 85 more Authors all top 5 Cited in 35 Serials 18 International Journal of Approximate Reasoning 10 Information Sciences 6 Machine Learning 3 Computational Statistics and Data Analysis 3 Data Mining and Knowledge Discovery 2 The Annals of Statistics 2 Computational Mechanics 2 European Journal of Operational Research 2 Journal of Machine Learning Research (JMLR) 2 Computational Biology and Chemistry 1 ACM Computing Surveys 1 Artificial Intelligence 1 Computer Methods in Applied Mechanics and Engineering 1 International Journal of General Systems 1 Journal of Fluid Mechanics 1 Physica A 1 Theoretical Computer Science 1 Statistics & Probability Letters 1 Computers & Operations Research 1 Annals of Operations Research 1 Neural Computation 1 Pattern Recognition 1 Computational and Applied Mathematics 1 The Journal of Artificial Intelligence Research (JAIR) 1 Journal of Computational Neuroscience 1 Annals of Mathematics and Artificial Intelligence 1 Complexity 1 Bernoulli 1 Wuhan University Journal of Natural Sciences (WUJNS) 1 International Journal of Applied Mathematics and Computer Science 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Entropy 1 Journal of Theoretical Biology 1 Computer Science Review 1 Open Mathematics all top 5 Cited in 15 Fields 58 Computer science (68-XX) 40 Statistics (62-XX) 11 Combinatorics (05-XX) 10 Operations research, mathematical programming (90-XX) 8 Biology and other natural sciences (92-XX) 4 Information and communication theory, circuits (94-XX) 3 Probability theory and stochastic processes (60-XX) 3 Mechanics of deformable solids (74-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Partial differential equations (35-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Systems theory; control (93-XX) 1 Numerical analysis (65-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year