[16] Marcelo Mendoza, Juan Zamora, Identifying the intent of a user query using support vector machines, In Conference on String Processing and Information Retrieval, SPIRE 2009, Saariselka, Finlandia, 25 - 27 Aug. 2009, Springer LNCS 5721, pp. 131-142.
[15] Marcelo Mendoza, Flavio Ferrarotti, Mauricio Marin, A Last-Resort Semantic Cache for Web Queries, In Conference on String Processing and Information Retrieval, SPIRE 2009, Saariselka, Finlandia, 25 - 27 Aug. 2009, Springer LNCS 5721.
[14] Marcelo Mendoza, Juan Zamora, Building decision trees to identify the intent of a user query, In Knowledge-Based and Intelligent Information and Engineering Systems, 13th International Conference, KES 2009, 28 - 30 Sept, Santiago de Chile, 2009, Springer LNCS.
[13] Marcelo Mendoza, Hipolito Guerrero, Julio Farias, Inquiro.CL: a New Search Engine in Chile, In 18th International World Wide Web Conference, track WWW in Ibero-America, April 20th - 24th, Madrid, Espana, 2009, ACM.
[12] Marcelo Mendoza, Ricardo Baeza-Yates, A web search analysis considering the intention behind queries, In Sixth Latin American Web Congress 2008, LA-WEB08, October 28th - 30th, Vila Velha, Brasil, pp. 66-74, IEEE Computer Society Press Proceedings, 2008.
[11] Ricardo Baeza-Yates, Carlos Hurtado, Marcelo Mendoza, Improving search engines by query clustering, In Journal of the American Society for Information Systems and Technology, special Issue on Mining Web Resources for Enhancing Information Retrieval, 58(12), pp. 1793-1804, Wiley InterScience, 2007.
[10] Georges Dupret, Benjamin Piwowarski, Carlos Hurtado, Marcelo Mendoza, A Statistical Model of Query Log Generation, In Conference on String Processing and Information Retrieval, SPIRE 2006, 11-13 October, Glasgow, Scotland, 2006, Springer LNCS.
[9] Georges Dupret, Marcelo Mendoza, Automatic Query Recommendation using Click-Through Data, In Symposium on Professional Practice in Artificial Intelligence, 19th IFIP World Computer Congress, WCC 2006, August 20-25 2006, Santiago, Chile, Springer Science and Business Media Press, 2006.
[8] Ariel Cid, Carlos Hurtado, Marcelo Mendoza, Automatic maintenance of Web directories using Click-Through data, In Proceedings of the 22nd International Conference on Data Engineering Workshops, Atlanta, Georgia, USA, IEEE Computer Society Proceedings, April 03 - 07, 2006.
[7] Georges Dupret, Marcelo Mendoza, Recommending better queries using Click-Through data, In Conference on String Processing and Information Retrieval, SPIRE 2005, 2 - 4 November 2005, Buenos Aires, Argentina, 2005, Springer LNCS.
[6] Ricardo Baeza-Yates, Carlos Hurtado, Marcelo Mendoza, Georges Dupret. Modeling user search behavior, In Third Latin American Web Congress 2005, LA-WEB05, October 30th - 1st November, Buenos Aires, Argentina, pp. 242-251, IEEE Computer Society Press Proceedings, 2005.
[5] Marcelo Mendoza, Luis Salinas, Bernd Reush, Gonzalo Hernandez. Shiftability and Filter Bank design using Morlet Wavelet. In Proceedings of The Quantitative Evaluation of Systems, First International Conference Quest, IEEE Computer Society Press, September 27 - 30, 2004.
[4] Ricardo Baeza-Yates, Carlos Hurtado, Marcelo Mendoza. Query Clustering for Boosting Web Page Ranking. In Advances of Web Intelligence, Second International Atlantic Web Intelligence Conference, AWIC 2004, CancĂșn, MĂ©xico, May 16-19, 2004, Springer LNAI.
[3] Ricardo Baeza-Yates, Carlos Hurtado, Marcelo Mendoza. Query Recommendation using Query Logs in Search Engines. In Current Trends in Database Technology EDBT 2004, Workshops PhD, DataX, PIM, P2P and DB and Clustering Information over the Web, Heraklion, Creete, Greece, March 14-18, 2004, Springer LNCS.
[2] Marcelo Mendoza, Luis Salinas, Bernd Reush, Gonzalo Hernandez. Shiftability and Filter Bank design using Morlet Wavelet. In XXIV International Conference of the Chilean Computer Science Society, November, Arica, pp. 141-148, IEEE Computer Society Press Proceedings, 2004.
[1] Marcelo Mendoza, Luis Salinas, Claudio Moraga, Design of a system for image registration and compensation based on Fourier transform. In XX International Conference of the Chilean Computer Science Society, Aug., Santiago, pp. 191-198, IEEE Computer Society Press Proceedings, 2000.
2009-2010, CORFO Innovacion Empresarial Individual, N 08IEI-7488, IALE tecnologias, Implementacion de Tecnologias de Recuperacion de Informacion en Entornos Colaborativos para la Generacion de Conocimiento Estrategico, investigador principal.
2006-2007, FONDECYT N 106120, Design of flexible architectures of ANN that learn under dynamical environments, UV - USM, co-investigador.
2008-2009, DIPUV N 52, proyecto de investigacion interno a la Universidad de Valparaiso, Mantencion y re-estructuracion automatica de directorios Web, investigador principal.
2003-2004, DIPUV N 03, proyecto de investigacion interno a la Universidad de Valparaiso, Mineria de datos en la Web Chilena, investigador principal.
2005 - hoy Inquiro.CL: motor de busqueda web que opera sobre latinoamerica indexando 10 dominios. Contiene mas de 1,500,000 de paginas y 35,000 sitios, permitiendo consultas restringidas a .cl, .ar, .mx y resto de america. Fue presentado en la 20th WWW de la IW3C em Madrid, Espana, el 24 de Abril del ano 2009. Se encuentra disponible en : http://www.inquiro.cl