Selected Publications

Journals

• A.J. Soto, R.L. Cecchini, G.E. Vazquez, I. Ponzoni. "Multi-Objective Feature Selection in QSAR using a Machine Learning Approach". QSAR & Combinatorial Science. Vol 28, 11-12, 1509-1523, 2009.
• A.J. Soto, R.L. Cecchini, G.E Vazquez, I. Ponzoni. "An Evolutionary Approach for Feature Selection applied to ADMET Prediction". Ibero American Journal of Artificial Intelligence. Vol 12, 37,55-63, 2008.

LNCS

• A.J. Soto, I. Ponzoni, G.E. Vazquez. "Segregating Confident Predictions of Chemicals' Properties for Virtual Screening of Drugs". In: S. Omatu et al. (Eds.) Lecture Notes in Computer Science, Vol. 5518, 1005-1012. Springer-Verlag Berlin Heidelberg. 3rd International Workshop on Practical Applications of Computational Biology and Bioinformatics - IWPACBB 2009. 10-12th June 2009, Salamanca, Spain.
• A.J. Soto, R.L. Cecchini, G.E Vazquez, I. Ponzoni. "A Wrapper-based Feature Selection Method for ADMET Prediction using Evolutionary Computing". In: E. Marchiori, J.H. Moore (Eds.) Lecture Notes in Computer Science, Vol. 4973, 188-199. Springer-Verlag Berlin Heidelberg. Sixth European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - EvoBIO 2008. 26-28th March 2008, Napoli, Italy.

Conference Articles

• A.J. Soto, M. Strickert, G.E. Vazquez. "A mapping method for linking chemical compounds to biological and physicochemical properties in drug discovery". ISCB Latin America. 13-16th March, 2010, Montevideo, Uruguay.
• A.J. Soto, R.L Cecchini, G.E. Vazquez, I. Ponzoni. "A new method for multi-objective selection of molecular descriptors for QSAR/QSPR". ISCB Latin America. 13-16th March, 2010, Montevideo, Uruguay.
• M. Strickert, A.J. Soto, G.E Vazquez. "Adaptive matrix distances aiming at optimum regression subspaces". European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN 2010. 28-30 April, 2010, Bruges, Belgium.
• A.J. Soto, M. Strickert, G. Vazquez. "Adaptive matrix metrics for molecular descriptor assessment iin QSPR classification". 5th German Conference on Chemoinformatics. 8-10th November 2009, Goslar, Germany.
• A.J. Soto, R.L. Cecchini, D. Palomba, G.E. Vazquez, I. Ponzoni. "An Evolutionary Approach for Multi-Objective Feature Selection in ADMET Prediction". XXXIV Conferencia Latinoamericana de Informática - CLEI 2008. 8-12th September 2008, Santa Fe, Argentina.
• A.J. Soto, R.L. Cecchini, I. Ponzoni, G.E. Vazquez. "Computational Intelligence Methods for Physicochemical Property Prediction". 9th Latin American Conference on Physical Organic Chemistry. 30th September - 5th October 2007, Los Cocos, Argentina.
• A.J. Soto, I. Ponzoni, G.E. Vazquez. "Predicting Physicochemical Properties for Drug Design Using Clustering and Neural Network Learning". Brazilian Symposium on Bioinformatics 2007. 29-31st August 2007, Angra dos Reis, Brazil.
• R.L. Cecchini, A.J. Soto, G.E. Vazquez, I. Ponzoni. "A Genetic Algorithm for Detection of Relevant Descriptors in ADMET Prediction". Brazilian Symposium on Bioinformatics 2007. 29-31st August 2007, Angra dos Reis, Brazil.

Argentinean Journals

• I. Ponzoni, A.J. Soto, G.E. Vazquez. "Diagramas de ciclos de actividades y su uso en la simulación de sistemas de eventos discretos". Investigación Operativa. Vol 29, 145-160, 2008.