My main research interest is Multilingual Clustering. Relevant topics include Multilingual Classification, Cognates Identification, Parallel and Comparable corpus alignment, Fuzzy Logic applications.

Selected Publications

Journal papers

  • Agustín D. Delgado, Raquel Martínez-Unanue, Soto Montalvo, Víctor Fresno. Person Name Disambiguation in the Web Using Adaptive Threshold Clustering. Journal of the Association for Information Science and Technology, 68(7): 1751-1762, 2017. [preview].

  • Soto Montalvo, Raquel Martínez, Leonardo Campillos, Agustín D. Delgado, Víctor Fresno, Felisa Verdejo. MC4WEPS: a multilingual corpus for Web people search disambiguation. Language Resources and Evaluation, 51(3): 805-832, 2017. [preview].

  • Agustín D. Delgado, Raquel Martínez, Soto Montalvo, Víctor Fresno. Tratamiento de Redes Sociales en Desambiguación de Nombres de Persona en la Web. Procesamiento del Lenguaje Natural, 57, pp. 117-124, 2016. [preview]

  • Soto Montalvo, Raquel Martínez, Víctor Fresno, Rafael Capilla. Multilingual Information Access on the Web. IEEE Computer 48(7): 73-75, 2015. [preview].

  • Soto Montalvo, Raquel Martínez, Víctor Fresno. Quality prediction of multilingual news clustering: An experimental study. Journal of Information Science, 2015. [preview].

  • Soto Montalvo, Raquel Martínez, Víctor Fresno, Agustín Delgado. Exploiting Named Entities for Bilingual News Clustering. Journal of the Association for Information Science and Technology, 66(2): 363-376, 2015. [preview].

  • Agustín D. Delgado, Raquel Martínez, Víctor Fresno, Soto Montalvo. An Unsupervised Algorithm for Person Name Disambiguation in the Web. Procesamiento del Lenguaje Natural, 53, pp. 51-58, 2014. [preview]

  • Soto Montalvo, Víctor Fresno, Raquel Martínez. NESM: a Named Entity based Proximity Measure for Multilingual News Clustering. Revista Española para el Procesamiento del Lenguaje Natural, 48, pp. 81-88, 2012. (ISSN 1135-5948). [preview]

  • Jesús Palomo, Soto Montalvo. An international platform for teaching support based on breaking news. Revista Arbor, Volumen 187, Nº Extraordinario 3, Diciembre 2011, Páginas 249-253, 2011. ISSN: 0210-1963. [preview]

  • S. Montalvo, R. Martínez, A. Casillas, V. Fresno. Multilingual news clustering: Feature translation vs. identification of cognate named entities. Pattern Recognition Letters, Volume 28, Issue 16, 1 December 2007, Pages 2305-2311, 2007. [preview]

  • M. Gallego-Carrillo, I. García-Alcaide, S. Montalvo-Herranz. HI!MVC: Hierarchical MVC Framework for WEB Applications. International Journal "Information Theories & Applications", Volume 13, Issue 1, Pages 75-82, 2006. [preview]

  • Arantza Casillas, Víctor Fresno, Raquel Martínez, Soto Montalvo. Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios. Revista Española para el Procesamiento del Lenguaje Natural, 35, 417-424. 2005. (ISSN 1135-5948). [preview]

  • V. Fresno-Fernandez, S. Montalvo-Herranz, J. Pérez-Iglesias, J. Urquiza-Fuentes, A. Velazquez-Iturbide. An Approach to the Use and Automatic Generation of Web-Based Learning Materials. Advances in Web-Based Learning - ICWL 2004, Third International Conference. Lecture Notes in Computer Science, pp. 201-208, 2004. [preview]

Papers in international and national conferences

  • Raquel Martínez, Julio Gonzalo, Paolo Rosso, Soto Montalvo, Jorge Carrillo de Albornoz. Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), Murcia, Spain, September 19, 2017. CEUR Workshop Proceedings 1881, CEUR-WS.org 2017 [preview]

  • Soto Montalvo, Raquel Martínez, Víctor Fresno, Agustín Daniel Delgado, Arkaitz Zubiaga, Richard Berendsen. Overview of the M-WePNaD Task: Multilingual Web Person Name Disambiguation at IberEval 2017. Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017), pp. 113-127, 2017. [preview]

  • Soto Montalvo, Maite Oronoz, Horacio Rodríguez, Raquel Martínez. Biomedical Abbreviation Recognition and Resolution by PROSA-MED. Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017), pp. 247-254, 2017. [preview]

  • Agustín D. Delgado, Raquel Martínez, Víctor Fresno, Soto Montalvo. A Data Driven Approach for Person Name Disambiguation in Web Search Results. The 25th International Conference on Computational Linguistics (COLING 2014), pp. 301-310, 2014. [preview]

  • Soto Montalvo, Eduardo G. Pardo, Raúl Cabido, Micael Gallego, Francisco Gortázar. Una plataforma de evaluación docente basada en el análisis de opiniones. II Congreso Internacional sobre Aprendizaje, Innovación y Competitividad (CINAIC 2013), pp. 198-203, 2013. [preview]

  • Jesús Sánchez-Oro, Soto Montalvo, Antonio S. Montemayor, Juan J. Pantrigo, Abraham Duarte, Víctor Fresno, Raquel Martínez. URJC&UNED at ImageCLEF 2013 Photo Annotation Task . Conference and Labs of the Evaluation Forum (CLEF 2013), ImageCLEF 2013 Photo Annotation, 2013. [preview]

  • Jesús Sánchez-Oro, Soto Montalvo, Antonio S. Montemayor, Raúl Cabido, Juan J. Pantrigo, Abraham Duarte, Víctor Fresno, Raquel Martínez. URJCyUNED at ImageCLEF 2012 Photo Annotation and Retrieval Task . Conference and Labs of the Evaluation Forum (CLEF 2012), ImageCLEF 2012 Photo Annotation, 2012. [preview]

  • Soto Montalvo, Eduardo G. Pardo, Raquel Martínez y Víctor Fresno. Automatic cognate identification based on a Fuzzy combination of string similarity measures. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012. (Core A). [preview]

  • Jesús Palomo, Soto Montalvo. Una plataforma internacional de apoyo a la docencia basada en noticias. I Congreso Internacional sobre Aprendizaje, Innovación y Competitividad. (CINAIC 2011), pp. 521-525, 2011. [preview]

  • Soto Montalvo, Jesús Palomo, Pilar Laguna. Bridging the gap between teaching and breaking news: A new approach based on ESHE and ICT. Procedia - Social and Behavioral Sciences, World Conference on Learning, Teaching and Administration Papers, Vol. 9, pp. 1423-1428, 2010. [preview]

  • Jesús Palomo, Soto Montalvo. Plataforma para el apoyo a la docencia basada en la Web 2.0 y la actualidad relevante. I Jornadas en Innovación y TIC Educativas - JITICE 2010, pp. 43-48, 2010. [preview]

  • Jesús Palomo, Soto Montalvo, Eduardo G. Pardo. Teaching through relevant breaking news: A new tool. XI International Symposium on Computers in Education (SIIE 09), 2009.

  • Soto Montalvo, Jesús Palomo, Eduardo G. Pardo, Pilar Laguna. iNews College: una plataforma para la docencia basada en la actualidad relevante. I Encuentro de Intercambio de Experiencias de Innovación Docente en la URJC, pp. 152-167, 2009.

  • S. Montalvo, R. Martínez, A. Casillas, V. Fresno. Multilingual Document Clustering: An Heuristic Approach Based on Cognated Named Entities. 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics (Coling/ACL2006), pp. 1145-1152, 2006. (Core A). [preview]

  • Víctor Fresno, Raquel Martínez, Soto Montalvo. Improving Web Page Clustering Through Selecting Appropriate Term Weighting Functions. Web Mining workshop into the IEEE first International Conference on Digital Information Management (ICDIM2006), pp. 511-518, 2006. [preview]

  • V. Fresno, R. Martínez, S. Montalvo, A. Casillas. Naive Bayes Web Page Classification with HTML Mark-up Enrichment. International Conference on Computing in the Global Information Technology -Challanges for the Next Generation of IT&C, 2006. [preview]

  • S. Montalvo, A. Navarro, R. Martínez, A. Casillas, V. Fresno. Evaluación de la selección, Traducción y Pesado de los Rasgos para la mejora del Clustering Multilingue. Campus Multidisciplinar en Percepción e Inteligencia (CMPI 2006) - 50 Años de Inteligencia Artificial, Vol. 2, pp. 769-778, 2006.

  • M. Gallego-Carrillo, I. García-Alcaide, S. Montalvo-Herranz. Applying hierarchical MVC architecture to high interactive web applications. Third International Conference I.TECH 2005, pp. 110-115, 2005.

  • Víctor Fresno, Soto Montalvo, Joaqu&iactute;n Pérez, Ángel Velázquez. eXitor: a tool for the assisted edition of XML documents. 7th International Conference on Electronic Publishing (ELPUB 2003), pp. 309-316, 2003. [preview]

Book chapters

  • S. Montalvo, R. Martínez, A. Casillas, V. Fresno. Bilingual News Clustering Using Named Entities and Fuzzy Similarity. Text, Speech and Dialogue, 10th International Conference, TSD 2007. Lecture Notes in Artificial Intelligence, subseries of Lecture Notes in Computer Science (LNCS), pp. 107-114, 2007. [preview]

  • S. Montalvo, R. Martínez , A. Casillas, V. Fresno. Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities. Text, Speech and Dialogue, 9th International Conference. Lecture Notes in Computer Science, pp. 165-172, 2006. [preview]

  • Raquel Martínez, Soto Montalvo. Clustering de documentos multilingües. Actas del I Seminario sobre Sistemas Inteligentes (SSI'06), pp. 215-223, 2006.

  • Soto Montalvo, Raquel Martínez. Alineación de Entidades Nombradas en Córpora Comparables. Actas del I Seminario sobre Sistemas Inteligentes (SSI'06), 185-192, 2006.

  • Micael Gallego, Soto Montalvo. Patrones de Diseño y Refactorizaciones. Actas del I Seminario sobre Sistemas Inteligentes (SSI'06), pp. 245-253, 2006.

Resources

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