Cesar García-Osorio

Carlos Pardo, José-Francisco Díez-Pastor, Cesar García-Osorio, Juan J. Rodríguez: Rotation Forests for regression. Applied Mathematics and Computation 219(19): 9914-9924 (2013)

Nicolás García-Pedrajas, Cesar García-Osorio: Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections. Progress in AI 2(1): 29-44 (2013)

Juan J. Rodríguez, José-Francisco Díez-Pastor, Cesar García-Osorio: Random Oracle Ensembles for Imbalanced Data. MCS 2013: 247-258

Jesús Maudes, Juan J. Rodríguez Diez, Cesar García-Osorio, Nicolás García-Pedrajas: Random feature weights for decision tree ensemble construction. Information Fusion 13(1): 20-30 (2012)

Nicolás García-Pedrajas, Jesús Manuel Maudes Raedo, Cesar García-Osorio, Juan José Rodríguez Diez: Supervised subspace projections for constructing ensembles of classifiers. Inf. Sci. 193: 1-21 (2012)

José-Francisco Díez-Pastor, Andrés Bustillo, Guillem Quintana, Cesar García-Osorio: Boosting Projections to improve surface roughness prediction in high-torque milling operations. Soft Comput. 16(8): 1427-1437 (2012)

Juan J. Rodríguez, José-Francisco Díez-Pastor, Jesús Maudes, Cesar García-Osorio: Disturbing Neighbors Ensembles of Trees for Imbalanced Data. ICMLA (2) 2012: 83-88

Carlos Pardo-Aguilar, José-Francisco Díez-Pastor, Nicolás García-Pedrajas, Juan J. Rodríguez, Cesar García-Osorio: Linear Projection Methods - An Experimental Study for Regression Problems. ICPRAM (1) 2012: 198-204

Jesús Maudes, Juan J. Rodríguez Diez, Cesar García-Osorio, Carlos Pardo: Random projections for linear SVM ensembles. Appl. Intell. 34(3): 347-359 (2011)

Nicolás García-Pedrajas, Cesar García-Osorio: Constructing ensembles of classifiers using supervised projection methods based on misclassified instances. Expert Syst. Appl. 38(1): 343-359 (2011)

Juan J. Rodríguez Diez, José-Francisco Díez-Pastor, Cesar García-Osorio, Pedro Santos: Using Model Trees and Their Ensembles for Imbalanced Data. CAEPIA 2011: 94-103

José-Francisco Díez-Pastor, Cesar García-Osorio, Juan José Rodríguez, Andrés Bustillo: GRASP Forest: A New Ensemble Method for Trees. MCS 2011: 66-75

Juan José Rodríguez, José-Francisco Díez-Pastor, Cesar García-Osorio: Ensembles of Decision Trees for Imbalanced Data. MCS 2011: 76-85

Carlos Pardo, Juan J. Rodríguez Diez, José-Francisco Díez-Pastor, Cesar García-Osorio: Random Oracles for Regression Ensembles. Ensembles in Machine Learning Applications 2011: 181-199

Cesar García-Osorio, Aida de Haro-García, Nicolás García-Pedrajas: Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts. Artif. Intell. 174(5-6): 410-441 (2010)

Juan José Rodríguez, Cesar García-Osorio, Jesús Maudes: Forests of nested dichotomies. Pattern Recognition Letters 31(2): 125-132 (2010)

Jesús Maudes, Juan José Rodríguez, Cesar García-Osorio, Carlos Pardo: Random Projections for SVM Ensembles. IEA/AIE (2) 2010: 87-95

Carlos Pardo, Juan José Rodríguez, Cesar García-Osorio, Jesús Maudes: An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks. IEA/AIE (2) 2010: 106-115

Juan José Rodríguez, Cesar García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor: An Experimental Study on Ensembles of Functional Trees. MCS 2010: 64-73

Colin Fyfe, Peter Tiño, Darryl Charles, Cesar García-Osorio, Hujun Yin (Eds.): Intelligent Data Engineering and Automated Learning - IDEAL 2010, 11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings. Lecture Notes in Computer Science 6283, Springer 2010, isbn 978-3-642-15380-8

Jesús Maudes, Juan José Rodríguez, Cesar García-Osorio: Disturbing Neighbors Ensembles for Linear SVM. MCS 2009: 191-200

Jesús Maudes, Juan J. Rodríguez Diez, Cesar García-Osorio: Disturbing Neighbors Diversity for Decision Forests. Applications of Supervised and Unsupervised Ensemble Methods 2009: 113-133

Cesar García-Osorio, Nicolás García-Pedrajas: Constructing ensembles of classifiers using linear projections based on misclassified instances. ESANN 2008: 283-288

Cesar García-Osorio, José-Francisco Díez-Pastor, Juan José Rodríguez, Jesús Maudes: License Plate Number Recognition - New Heuristics and a Comparative Study of Classifiers. ICINCO-RA (1) 2008: 268-273

Cesar García-Osorio, Iñigo Mediavilla-Sáiz, Javier Jimeno-Visitación, Nicolás García-Pedrajas: Teaching push-down automata and turing machines. ITiCSE 2008: 316

Cesar García-Osorio, Carlos Gómez-Palacios, Nicolás García-Pedrajas: A tool for teaching LL and LR parsing algorithms. ITiCSE 2008: 317

Nicolás García-Pedrajas, Cesar García-Osorio, Colin Fyfe: Nonlinear Boosting Projections for Ensemble Construction. Journal of Machine Learning Research 8: 1-33 (2007)

Jesús Maudes, Juan José Rodríguez, Cesar García-Osorio: Cascading for Nominal Data. MCS 2007: 231-240

Cesar García-Osorio, Colin Fyfe: The combined use of self-organizing maps and andrews' curves. Int. J. Neural Syst. 15(3): 197-206 (2005)

Cesar García-Osorio, Colin Fyfe: Regaining sparsity in kernel principal components. Neurocomputing 67: 398-402 (2005)

Cesar García-Osorio, Colin Fyfe: Visualization of High-dimensional Data via Orthogonal Curves. J. UCS 11(11): 1806-1819 (2005)

Cesar García-Osorio, Jesús Maudes, Colin Fyfe: Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps. ESANN 2004: 477-482