| The treatment of missing values and its effect on classifier accuracy E Acuna, C Rodriguez Classification, Clustering, and Data Mining Applications: Proceedings of the …, 2004 | 893 | 2004 |
| A meta analysis study of outlier detection methods in classification E Acuna, C Rodriguez Technical paper, Department of Mathematics, University of Puerto Rico at …, 2004 | 197 | 2004 |
| Classification, clustering, and data analysis: recent advances and applications K Jajuga, A Sokolowski, HH Bock Springer Science & Business Media, 2012 | 160 | 2012 |
| A comprehensive introduction to label noise. B Frénay, A Kabán ESANN, 2014 | 128 | 2014 |
| Classification, Clustering, and Data Mining Applications: Proceedings of the Meeting of the International Federation of Classification Societies (IFCS), Illinois Institute of … D Banks, L House, FR McMorris, P Arabie, WA Gaul Springer Science & Business Media, 2011 | 109 | 2011 |
| Parallel algorithms for distance-based and density-based outliers E Lozano, E Acufia Fifth IEEE International Conference on Data Mining (ICDM'05), 6 pp., 2005 | 98 | 2005 |
| Una Introduccion a R E Acuna | 86 | 2007 |
| Análisis de regresión E Acuña Departamento de Matemáticas, Universidad de Puerto, 2011 | 73* | 2011 |
| Recognition of pollen-bearing bees from video using convolutional neural network IF Rodriguez, R Megret, E Acuna, JL Agosto-Rivera, T Giray 2018 IEEE winter conference on applications of computer vision (WACV), 314-322, 2018 | 51 | 2018 |
| On detection of outliers and their effect in supervised classification E Acuña, C Rodriguez IPSI 2004, Venice. Italy 2004-11-15 ISBN: 8674661173, 2004 | 40 | 2004 |
| Studies in classification, data analysis, and knowledge organization P Arabie, ND Baier, CF Critchley, M Keynes Studies in Classification Data Analysis and Knowledge Organization, Cham …, 2006 | 39 | 2006 |
| Missing value imputation in multi attribute data set M Gimpy Int J Comput Sci Inf Technol 5 (4), 1-7, 2014 | 37 | 2014 |
| dprep: Data preprocessing and visualization functions for classification E Acuna, C Rodriguez R package version 1, 2015 | 29* | 2015 |
| A comparison of feature selection procedures for classifiers based on kernel density estimation E Acuna, F Coaquira, M Gonzalez Proc. of the int. conf. on computer, communication and control technologies …, 2003 | 25 | 2003 |
| Distributed data mining bibliography K Bhaduri, K Das, K Liu, H Kargupta, J Ryan Distrib. Data Min. Bibliogr, 2011 | 24 | 2011 |
| Machine learning and data mining in pattern recognition P Perner, A Imiya Springer-Verlag Berlin Heidelberg, 2011 | 23 | 2011 |
| An empirical study of the effect of outliers on the misclassification error rate E Acuña, C Rodríguez Submitted to Transactions on Knowledge and Data Engineering, 2005 | 23 | 2005 |
| Applications of rough sets theory in data preprocessing for knowledge discovery F Coaquira, E Acuña Proceedings of the conference of Machine learning and data analysis to be …, 2007 | 22* | 2007 |
| An algorithm for detecting noise on supervised classification L Daza, E Acuna Proceedings of WCECS-07, the 1st world conference on engineering and …, 2007 | 21 | 2007 |
| A comparative study of outlier detection algorithms C Isaksson, MH Dunham Machine Learning and Data Mining in Pattern Recognition: 6th International …, 2009 | 19 | 2009 |
Tugrul GirayDepartment of Biology, University of Puerto RicoAdresse e-mail validée de upr.edu
