PUBLICATIONS

 

J. Olaya, E. Lozano, A. Cruz. 2012. Clustering Hybrids: Genetic Algorithm with K-means and Fuzzy C-means. International Conference on Machine Learning and Data Mining MLDM’2012, Berlin.

D. Sanchez, E. Lozano, and J. Sola-Sloan. 2012. An Approach for Constraint Based Heuristic Method of Generating Houses and Building Blueprints for Real-time Applications. International Journal on Computing Vol. 2, No. 1.

E. Lozano and E. Acuña. 2011. Comparing Clustering and Metaclustering Algorithms. Machine Learning and Data Mining MLDM’11 in New York.

E. Lozano and E. Acuña. 2011. Comparing Classifiers and Metaclassifiers. Industrial Conference on Data Mining ICDM’11 in New York.

E. Lozano. 2011. Comparing Edge Detection Algorithms on Grayscale Noise Image. Interuniversity Seminar of Research in Mathematics Science. Humacao – Puerto Rico.

D. Sanchez and E. Lozano. 2009. Procedural Generation of Building Blueprints for Real-Time Applications. Master Thesis. Graduate School of Polytechnic University of Puerto Rico.

M. Omar and E. Lozano. 2009. A Comparison of Various Outlier Detection Methods. Master Project. Graduate School of Polytechnic University of Puerto Rico.

E. Lozano and E. Acuña. 2006. High dimensional Data Visualization using Star Coordinates on Three Dimensions. I International Conference on Multidisciplinary Information Sciences and Technologies (InSciT06), Merida, Spain.

E. Lozano and E. Acuña. 2005. Parallel algorithms for distance-based and density-based outliers. The Fifth IEEE International Conference on Data Mining. Houston, Texas, USA ICDM05.

E. Lozano and E. Acuña. 2005. Parallel and Distributed Computing for Data Mining: A Review. Interuniversity Seminar of research in Mathematics Science. Mayagüez – Puerto Rico.

E. Lozano and E. Acuña. 2003. Parallel computation of kernel density estimates classifiers and their ensembles. Proceedings of the International Conference on Computer, Communication and Control Technologies, Orlando Florida, USA.

E. Lozano. 2003. Experimental validation of Bulk Synchronous Parallel on Origin 2000. Computing Research Conference. University of Puerto Rico.

E. Lozano. 2002. Pattern Recognition: Radial Basis Function. Interuniversity Seminar of research in Mathematics Science. Ponce - Puerto Rico.