Sebastian Moreno Araya 
 Purdue University 
 Computer Science Department 
 Office Haas G18

My publications.

Journal

R. Salas, S. Moreno, H. Allende, C. Moraga. A Robust and Flexible model of Hierarchical Self Organizing Maps for Nonstationary Environments. Neurocomputing, vol. 70, issues 16-18, pp. 2744-2757. Elsevier. 2007 PDF



Conference papers

S. Moreno, S. Kirshner, and J. Neville. Learning Mixed Kronecker Product Graph Models with Simulated Method of Moments. In Proceedings of the of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD). 2013

J. Pfeiffer, T. La Fond, S. Moreno, and J. Neville. Fast Generation of Large Scale Social Networks with Clustering. In Proceedings of the 4th ASE/IEEE International Conference on Social Networks. 2012 PDF

S. Moreno, S. Kirshner, J. Neville, and S.V.N. Vishwanathan. Tied Kronecker Product Graph Models to Capture Variance in Network Populations. In Proceedings of the 48th Annual Allerton Conference on Communications, Controland Computing. 2010 PDF

C. Saavedra, R. Salas, S. Moreno, H. Allende. Fusion of Self Organizing Maps. In Lecture Notes in Computer Science (LNCS) Vol 4507 pp. 227-234. 2007 PDF

S. Moreno, H. Allende, R. Salas, C. Saavedra. Fusion of Neural Gas. In Lecture Notes in Computer Science (LNCS) Vol 4527 pp. 558-567. 2007 PDF

C. Saavedra, S. Moreno, R. Salas, H. Allende. Robustness Analysis of the Neural Gas Learning Algorithm. In Lecture Notes in Computer Science (LNCS) Vol 4225 pp. 559-568. 2006 PDF

C. Saavedra, H. Allende, S. Moreno, R. Salas. K- Dynamical Self Organizing Maps. In Lecture Notes in Artificial Intelligence Vol 3789 pp. 702-711. 2005 PDF

R. Salas, H. Allende, S. Moreno, C. Saavedra. Flexible Architecture of Self Organizing Maps in changing environments. In LNCS Vol 3773 pp. 642-653. 2005 PDF

S. Moreno, H. Allende, C. Rogel, R. Salas. Robust Growing Hierarchical Self Organizing Maps. In LNCS Vol 3512 pp. 341-348. 2005 PDF

H. Allende, C. Rogel, S. Moreno, R. Salas. Robust Neural Gas for the Analysis of Data with Outliers. SCCC'04 XXIV Internacional Conference of the Chilean Computer Science Society, IEEE press, pp. 149-155. 2004 PDF

H. Allende, S. Moreno, C. Rogel, R. Salas. Robust Self Organizing Maps. In LNCS Vol. 3287 pp. 179-186. 2004 PDF



Workshops

S. Moreno, J. Neville. Statistical Detection of Network-Level Outliers. In Proceedings of the NIPS workshop on Scalable Methods for Social Network Analysis. 2012 PDF

S. Moreno, J. Neville, S. Kirshner, and S.V.N. Vishwanathan. Modeling the variance of Network Populations with Mixed kronecker Product Graph Models. In Proceedings of the NIPS workshop on Networks Across Disciplines: Theory and Applications. 2010 PDF

S. Moreno and J. Neville. An Investigation of the Distributional Characteristics of Generative Graph Models. In Proceedings of the 1st Workshop on Information in Networks. 2009 PDF