Alberto Fernández
1966–2026 年に発表
- 別表記
- Alberto Fernandez
- 375
- 論文数
- 36,304
- 被引用数
- 83
- h 指数
- 234
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science52.7%
- Medicine17.9%
- Engineering6.6%
- Neuroscience5.4%
- Biochemistry, Genetics and Molecular Biology3.9%
- Decision Sciences2.7%
- その他10.8%
トピック
- Imbalanced Data Classification Techniques7.3%
- Machine Learning and Data Classification3%
- Anomaly Detection Techniques and Applications2.9%
- Diabetes Treatment and Management2.5%
- Metaheuristic Optimization Algorithms Research2.2%
- Electricity Theft Detection Techniques2.1%
- その他80%
共著者
- Francisco Herrera105
- Sascha Ossowski50
- Roberto Hornero33
- Holger Billhardt32
- Marin Lujak26
- Javier Escudero25
- María José del Jesus25
- Salvador García24
- Carlos Gómez23
- Mikel Galar22
- Fernando Maestú21
- Daniel Abásolo19
- Jesús Poza17
- Sergio Gómez13
- Humberto Bustince11
- José Antonio Sanz11
- Tomás Ortiz11
- Julián Luengo10
- Matteo Vasirani10
- Victoria López10
- Humberto Bustince Sola9
- Vicente Julián9
- Josefa Z. Hernández8
- Alex Arenas7
全論文
- SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
著者: Alberto Fernández, Salvador García, Francisco Herrera, Nitesh V. Chawla - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 2018 被引用: 2,134
- Dulaglutide and cardiovascular outcomes in type 2 diabetes (REWIND): a double-blind, randomised placebo-controlled trial
著者: Hertzel C. Gerstein, Helen M. Colhoun, Gilles R. Dagenais, Rafael Díaz, Mark Lakshmanan, Prem Pais, Jeffrey L. Probstfield, Jeffrey S. Riesmeyer, Matthew C. Riddle, Lars Rydén, Denis Xavier, Charles Atisso, Leanne Dyal, Stephanie Hall, Rao Ps, G.C. Wong, Álvaro Avezum, Jan Basile, Namsik Chung, Ignacio Conget, William C. Cushman, Edward Franek, Nicolae Hâncu, M Hanefeld, Shaun Holt, Petr Janský, Mátyás Keltai, Fernando Laņas, Lawrence A. Leiter, Patricio López‐Jaramillo, Ernesto Muñoz, Valdis Pīrāgs, Nana Pogosova, Peter Raubenheimer, Jonathan E. Shaw, Wayne Huey‐Herng Sheu, Theodora Temelkova‐Kurktschiev, Mercedes Abella, Andrea Alebuena, Sandra Almagro, Eduardo Amoroso, Paula Anadon, Elizabeth Andreu, Guillermo Aristimuño, Maria Arzadun, María Antonietta Barbieri, Raúl Barcudi, Ines Bartolacci, Gabriel Bolobanich, Anselmo P. Bordonava, Miguel Bustamante Labarta, B. Bustos, Alberto Caccavo, Alejandra Camino, María del Rocío Cantero, Maria Carignano, Luis R Cartasegna, Marcela Cipullo, Víctor Commendatore, Victoria Conosciuto, Osvaldo Costamagna, Claudia A. Crespo, Jose Cuello, Carlos Alberto Cuneo, Sandra Cusimano, Sofia Dean, Claudio Fabián Dituro, Andrea Domínguez, Miguel Farah, Alberto Fernandez, Florencia Fernandez, Adriana Cristina Ferrari, Patricia Flammia, José Antonio Fuentealba, Karina Beatriz Gallardo, C. Perez Garcia, Ruben Garcia Duran, Marcelo Garrido, Rodolfo Gavícola, Claudio Gerbaudo, Graciela Gilli, Ana Paula Giotto, Pedro Godoy Bolzán, Oscar Gómez Vilamajó, Fernando Guerlloy, Cristian Guridi, Narcisa Gutierrez Garrido, Eduardo Hasbani, Sonia Hermida, Miguel Hominal, Adrian D. Hrabar, Adrián Ingaramo, Alejandra Izzicupo, Mario Krynski, Mariana Lagrutta, Paulina Virginia Lanchiotti, Maria Langhe, Veronica Leonard, Javier Llanos, Ricardo López Santi ほか 1,358 名 - The Lancet 2019 被引用: 3,040
- Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
著者: Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera - Information Sciences, Inf. Sci. 2009 被引用: 2,194
- A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
著者: Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera - IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews), IEEE Trans. Syst. Man Cybern. Part C 2011 被引用: 2,803
- Learning from Imbalanced Data Sets
著者: Alberto Fernández, Salvador García, Mikel Galar, Ronaldo C. Prati, Bartosz Krawczyk, Francisco Herrera - IEEE Symposium on Security and Privacy, SP 2018 被引用: 1,312
- KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
著者: Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo, J. Derrac, Salvador García, Luciano Sánchez, Francisco Herrera - Soft Computing 2011 被引用: 2,355
- An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
著者: Victoria López, Alberto Fernández, Salvador García, Vasile Palade, Francisco Herrera - Information Sciences, Inf. Sci. 2013 被引用: 1,581
- Dulaglutide and renal outcomes in type 2 diabetes: an exploratory analysis of the REWIND randomised, placebo-controlled trial
著者: Hertzel C. Gerstein, Helen M. Colhoun, Gilles R. Dagenais, Rafael Díaz, Mark Lakshmanan, Prem Pais, Jeffrey L. Probstfield, Fady T. Botros, Matthew C. Riddle, Lars Rydén, Denis Xavier, Charles Atisso, Leanne Dyal, Stephanie Hall, Rao Ps, G.C. Wong, Álvaro Avezum, Jan Basile, Namsik Chung, Ignacio Conget, William C. Cushman, Edward Franek, Nicolae Hâncu, M Hanefeld, Shaun Holt, Petr Janský, Mátyás Keltai, Fernando Laņas, Lawrence A. Leiter, Patricio López‐Jaramillo, Ernesto Muñoz, Valdis Pīrāgs, Nana Pogosova, Peter Raubenheimer, Jonathan E. Shaw, Wayne Huey‐Herng Sheu, Theodora Temelkova‐Kurktschiev, Mercedes Abella, Andrea Alebuena, Sandra Almagro, Eduardo Amoroso, Paula Anadon, Elizabeth Andreu, Guillermo Aristimuño, Maria Arzadun, María Antonietta Barbieri, Raúl Barcudi, Ines Bartolacci, Gabriel Bolobanich, Anselmo P. Bordonava, Miguel Bustamante Labarta, B. Bustos, Alberto Caccavo, Alejandra Camino, María del Rocío Cantero, Maria Carignano, Luis R Cartasegna, Marcela Cipullo, Víctor Commendatore, Victoria Conosciuto, Osvaldo Costamagna, Claudia A. Crespo, Jose Cuello, Carlos Alberto Cuneo, Sandra Cusimano, Sofia Dean, Claudio Fabián Dituro, Andrea Domínguez, Miguel Farah, Alberto Fernandez, Florencia Fernandez, Adriana Cristina Ferrari, Patricia Flammia, José Antonio Fuentealba, Karina Beatriz Gallardo, C. Perez Garcia, Ruben Garcia Duran, Marcelo Garrido, Rodolfo Gavícola, Claudio Gerbaudo, Graciela Gilli, Ana Paula Giotto, Pedro Godoy Bolzán, Oscar Gómez Vilamajó, Fernando Guerlloy, Cristian Guridi, Narcisa Gutierrez Garrido, Eduardo Hasbani, Sonia Hermida, Miguel Hominal, Adrian D. Hrabar, Adrián Ingaramo, Alejandra Izzicupo, Mario Krynski, Mariana Lagrutta, Paulina Virginia Lanchiotti, Maria Langhe, Veronica Leonard, Javier Llanos, Ricardo López Santi ほか 1,358 名 - The Lancet 2019 被引用: 629
- FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
著者: Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera - Pattern Recognition, Pattern Recognit. 2021 被引用: 172
- An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
著者: Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera - Pattern Recognition, Pattern Recognit. 2011 被引用: 765
- Measures of resting state EEG rhythms for clinical trials in Alzheimer's disease: Recommendations of an expert panel
著者: Claudio Babiloni, Xianghong Arakaki, Hamed Azami, Karim Bennys, Katarzyna J. Blinowska, Laura Bonanni, Ana Buján, María C. Carrillo, Andrzej Cichocki, Jaisalmer de Frutos‐Lucas, Claudio Del Percio, Bruno Dubois, Rebecca M. Edelmayer, Gary F. Egan, Stéphane Epelbaum, Javier Escudero, Alan C. Evans, Francesca R Farina, Keith N. Fargo, Alberto Fernández, Raffaele Ferri, Giovanni B. Frisoni, Harald Hampel, Michael G. Harrington, Vesna Jelić, Jaeseung Jeong, Yang Jiang, Maciej Kamiński, Voyko Kavcic, Kerry Kilborn, Sanjeev Kumar, Alice Lam, Lew Lim, Roberta Lizio, David López, Susanna Lopez, Brendan P. Lucey, Fernando Maestú, William J. McGeown, Ian G. McKeith, Davide Vito Moretti, Flavio Nobili, Giuseppe Noce, John Olichney, Marco Onofrj, Ricardo S. Osorio, Mario A. Parra, Tarek K. Rajji, Petra Ritter, Andrea Soricelli, Fabrizio Stocchi, Ioannis Tarnanas, John‐Paul Taylor, Stefan Teipel, Federico Tucci, Mitchell Valdés‐Sosa, Pedro A. Valdés‐Sosa, Marco Weiergräber, Görsev Yener, Bahar Güntekin - Alzheimer s & Dementia 2021 被引用: 204
- A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
著者: Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz, Alberto Fernández, João A. M. Santos - Information Fusion, Inf. Fusion 2022 被引用: 93
- On the joint-effect of class imbalance and overlap: a critical review
著者: Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz, Alberto Fernández, Carlos Soares, Szymon Wilk, João A. M. Santos - Artificial Intelligence Review, Artif. Intell. Rev. 2022 被引用: 108
- Angiotensin Receptor–Neprilysin Inhibition in Acute Myocardial Infarction
著者: Marc A. Pfeffer, Brian Claggett, Eldrin F. Lewis, Christopher B. Granger, Lars Køber, Aldo P. Maggioni, Douglas L. Mann, John J.V. McMurray, Jean-Lucien Rouleau, Scott D. Solomon, Philippe G. Steg, Otavio Berwanger, Maja Cikes, Carmine G. De Pasquale, Cara East, Alberto Fernandez, Karola Jering, Ulf Landmesser, Roxana Mehran, Béla Merkely, Freny Vaghaiwalla Mody, Mark C. Petrie, Ivo Petrov, Morten Schou, Michele Senni, David Sim, Peter van der Meer, Martin Lefkowitz, Yinong Zhou, Jianjian Gong, Eugene Braunwald - New England Journal of Medicine 2021 被引用: 295
- A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability
著者: Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera - Soft Computing, Soft Comput. 2008 被引用: 681
- What electrophysiology tells us about Alzheimer's disease: a window into the synchronization and connectivity of brain neurons
著者: Claudio Babiloni, Katarzyna J. Blinowska, Laura Bonanni, Andrzej Cichocki, Willem de Haan, Claudio Del Percio, Bruno Dubois, Javier Escudero, Alberto Fernández, Giovanni B. Frisoni, Bahar Güntekin, Mihály Hajós, Harald Hampel, Emmanuel Ifeachor, Kerry Kilborn, Sanjeev Kumar, Kristinn Johnsen, Magnús Jóhannsson, Jaeseung Jeong, Fiona E. N. LeBeau, Roberta Lizio, Fernando Lopes da Silva, Fernando Maestú, William J. McGeown, Ian G. McKeith, Davide Vito Moretti, Flavio Nobili, John Olichney, Marco Onofrj, Jorge J. Palop, Michael J. Rowan, Fabrizio Stocchi, Zbigniew M Struzik, Heikki Tanila, Stefan Teipel, John‐Paul Taylor, Marco Weiergräber, Görsev Yener, Tracy L. Young‐Pearse, Wilhelmus Drinkenburg, Fiona Randall - Neurobiology of Aging 2019 被引用: 279
- Current state of knowledge on the prevalence of neurodevelopmental disorders in childhood according to the DSM-5: a systematic review in accordance with the PRISMA criteria
著者: Lorena Francés, Javier Quintero, Alberto Fernández, Antoni Ruiz, Jessica Caules, Gabriella Fillon, Amaia Hervás, C. Virgínia Soler - Child and Adolescent Psychiatry and Mental Health 2022 被引用: 320
- KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining
著者: Isaac Triguero, Sergio González, Jose M. Moyano, Salvador García, Jesús Alcalá-Fdez, Julián Luengo, Alberto Fernández, María José del Jesus, Luciano Sánchez, Francisco Herrera - International Journal of Computational Intelligence Systems, Int. J. Comput. Intell. Syst. 2017 被引用: 284
- Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?
著者: Alberto Fernández, Francisco Herrera, Oscar Cordón, María José del Jesus, Francesco Marcelloni - IEEE Computational Intelligence Magazine, IEEE Comput. Intell. Mag. 2019 被引用: 225
- Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
著者: Alberto Fernández, Victoria López, Mikel Galar, María José del Jesus, Francisco Herrera - Knowledge-Based Systems, Knowl. Based Syst. 2013 被引用: 383
- EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
著者: Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera - Pattern Recognition, Pattern Recognit. 2013 被引用: 424
- Prevalence of pituitary adenomas: a community‐based, cross‐sectional study in Banbury (Oxfordshire, UK)
著者: Alberto Fernández, Niki Karavitaki, John Wass - Clinical Endocrinology 2009 被引用: 1,126
- Efficacy and safety of the CVnCoV SARS-CoV-2 mRNA vaccine candidate in ten countries in Europe and Latin America (HERALD): a randomised, observer-blinded, placebo-controlled, phase 2b/3 trial
著者: Peter G. Kremsner, Rodolfo Andrés Ahuad Guerrero, Eunate Arana‐Arri, Gustavo Aroca, Marc J. M. Bonten, Reynaldo Chandler, Gonzalo Corral, Eddie Jan Louis De Block, Lucie Ecker, Julian Gabor, Carlos Alberto García López, Lucy A. De Gonzales, María Angélica Granados González, Nestor Gorini, Martin P. Grobusch, Adrian D. Hrabar, Helga Junker, Alan Kimura, Claudio F. Lanata, Clara Lehmann, Isabel Leroux‐Roels, Philipp Mann, Michel F. Martínez‐Reséndez, Theresa J. Ochoa, Carlos Poy, María José Reyes Fentanes, Luis Maria Rivera Mejia, Vida Veronica Ruiz Herrera, Xavier Sáez‐Llorens, Oliver Schönborn‐Kellenberger, Mirjam Schunk, Alexandra Sierra Garcia, Itziar Vergara, Thomas Verstraeten, Marisa Vico, Lidia Oostvogels, Luciano Lovesio, Fabián Diez, Franco Sebastián Grazziani, María Cristina Ganaha, Viviana Judith Zalatnik, Ricardo Julio Dittrich, Lidia Espínola, Sandra Lambert, Andrea Longhi, Claudia Del Vecchio, María Mastruzzo, Alberto Fernandez, Silvina Borchowiek, Roberto Potito, Rodolfo Andrés Ahuad Guerrero, Fernando Martin Guardiani, Sofia Castella, Mónica Foccoli, Aldana Pedernera, Ariel Braida, Virginia Durigan, Christian L. Martella, Antonela Bobat, Bruno Emilio Boggia, Sergio Andrés Nemi, Javier Gerardo Tartaglione, Fabián Piedimonte, Jessie De Bie, Humberto Reynales, Paula Andrea Rodríguez Ordóñez, J M Cruz, Leonardo Bautista Toloza, M. Gonzalez, Adriana Pilar Zambrano Ochoa, Iñigo Prieto Pradera, Daniela Torres Hernandez, Diana Patricia Mazo Elorza, Maria Fernanda Collazos Lennis, Beatriz Vanegas Dominguez, Lina Marianur Solano Mosquera, Rolf Fendel, Wim A. Fleischmann, Erik Koehne, Andrea Kreidenweiss, Carsten Köhler, Meral Esen, Carola Horn, Sandra M. Eberts, Arne Kroidl, Kristina Huber, Verena Thiel, Sonia Mazara Rosario, G Uviedo Reyes, Laura Rivera, Yeycy Donastorg, Flavia Lantigua, Dania Torres Almanzar, Rosalba Candelario, Lourdes Peña Méndez, Nadia Rosario Gomez, Antonio Portolés, Ana Ascaso, Leonor Laredo, Maria Jesus Bustinduy Odriozola ほか 77 名 - The Lancet Infectious Diseases 2021 被引用: 175
- Initiation of Sacubitril/Valsartan in Haemodynamically Stabilised Heart Failure Patients in Hospital or Early After Discharge: Primary Results of the Randomised TRANSITION Study
著者: Rolf Wachter, Michele Senni, Jan Bělohlávek, Ewa Straburzyńska‐Migaj, Klaus K. Witte, Zhanna Kobalava, Cândida Fonseca, Eva Gonçalvesová, Yüksel Çavuşoğlu, Alberto Fernández, Said Chaaban, Ellen Bøhmer, Anne–Catherine Pouleur, Christian Mueller, Christophe Tribouilloy, Eva Lonn, Jehad Al Buraiki, Jacek Gniot, М Е Можейко, Małgorzata Lelonek, Adele Noè, H. Schwende, Weibin Bao, Dmytro Butylin, Domingo A. Pascual‐Figal - European Journal of Heart Failure 2019 被引用: 352
