[31] Pablo Ormeño, Marcelo Mendoza, Carlos Valle. Topic Models Ensembles for AD-HOC Information Retrieval. Information, 12(9), 360, 2021 [WoS.]
DOI: 10.3390/info12090360

[30] Marcelo Mendoza, Naim Bro. Predicting affinity ties in a surname network. PLOS ONE, 16(9): e0256603, 2021 [WoS].
DOI: 10.1371/journal.pone.02566010.1371/journal.pone.02566033

[29] Marcelo Mendoza. Differences in citation patterns across areas, article types and age groups of researchers. Publications, 9(4), 47, 2021 [WoS].
DOI: 10.3390/publications9040047

[28] Camilo Sotomayor, Marcelo Mendoza, Victor Castañeda, Humberto Farias, Gonzalo Pereira, Steffen Hartel, Mauricio Solar, Mauricio Araya, Gabriel Molina. Content-based medical image retrieval and intelligent interactive visual browser for medical education, research and care. Diagnostics, 11(8), 1470, 2021 [WoS].
DOI: 10.3390/diagnostics11081470

[27] Eliana Providel, Marcelo Mendoza. Misleading information in Spanish: a survey. Social Network Analysis and Mining (SNAM), 11(36), Springer, 2021 [WoS].
DOI: 10.1007/s13278-021-00746-y

[26] Naim Bro, Marcelo Mendoza. Surname affinity in Santiago, Chile: A network-based approach that uncovers urban segregation. PLOS ONE, 16(1): e0244372, 2021 [WoS].
DOI: 10.1371/journal.pone.0244372

[25] Marcelo Mendoza, Maurizio Tesconi, Stefano Cresci. Bots in Social and Interaction Networks: Detection and Impact Estimation. ACM Transactions on Information Systems (TOIS), 39(1):5:1--5:32, 2020 [WoS].
DOI: 10.1145/3419369

[24] Marcelo Mendoza, Denis Parra, Alvaro Soto. GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media. Information Processing and Management, 57(6), 2020 [WoS].
DOI: 10.1016/j.ipm.2020.102366

[23] Margarita Bugueño, Marcelo Mendoza. Learning to combine classifiers outputs with the transformer for text classification. Intelligent Data Analysis, 24(S1):15-41, 2020 [WoS].
DOI: 10.3233/IDA-200007

[22] Imane Guellil, Marcelo Mendoza, Faical Azouau. Arabic dialect sentiment analysis with ZERO effort. Case study: Algerian dialect. Inteligencia Artificial, 23(65), 124-135, 2020 [Scopus].

[21] Marcelo Mendoza, Nicolás Torres. Evaluating content novelty in recommender systems. Journal of Intelligent Information Systems,vol.54, pp. 297-316, Springer, 2020 [WoS].
DOI: https://doi.org/10.1007/s10844-019-00548-x

[20] Imane Guellil, Faical Azouaou, Fodil Benali, Ala Eddine Hachani, Marcelo Mendoza, The Role of Transliteration in the Process of Arabizi Translation/Sentiment Analysis. Studies in Computational Intelligence, vol. 874, pp. 101-128, Springer, 2020 [WoS].
DOI: 10.1007/978-3-030-34614-0_6

[19] Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza, Distributed clustering of text collections. IEEE Access, vol. 7, num. 1, 2019 [WoS].
DOI: 10.1109/ACCESS.2019.2949455

[18] Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss. Viscovery: Trend tracking in Opinion Forums based on Dynamic Topic Models. Journal of Digital Information Management, 19, 13-24, 2019 [Scopus].

[17] Imane Guellil, Faical Azouaou, Marcelo Mendoza, Arabic sentiment analysis: Studies, resources, and tools. Social Network Analysis and Mining, 9(1)-56, Springer, 2019 [WoS].
DOI: 10.1007/s13278-019-0602-x

[16] Nicolás Torres, Marcelo Mendoza Clustering approaches for Top-K recommender systems. International Journal of Artificial Intelligence Tools, 28(5):1-27, 2019 [WoS].
DOI: 10.1142/S0218213019500192

[15] Marcelo Mendoza, Bárbara Poblete, Ignacio Valderrama. Nowcasting earthquake damages with Twitter. EPJ Data Science, 8:3, Springer, 2019 [WoS].
DOI: 10.1140/epjds/s13688-019-0181-0

[14] Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo. Unsupervised learning of structure in spectroscopic cubes. Astronomy and Computing, 24:25-35, Elsevier, 2018 [WoS].
DOI: 10.1016/j.ascom.2018.06.001

[13] Miguel Guevara, Dominik Hartmann, Marcelo Mendoza. Diverse: An R package to measure diversity in complex systems. R Journal, 8(2):60-78, 2016 [WoS].
DOI: 10.32614/RJ-2016-033

[12] Miguel Guevara, Dominik Hartmann, Manuel Aristarán, Marcelo Mendoza, César Hidalgo. The Research Space: using career paths to predict the evolution of the research output of individuals, institutions, and nations. Scientometrics, 109(3):1695-1709, Springer, 2016 [WoS].
DOI: 10.1007/s11192-016-2125-9

[11] Juan Zamora, Marcelo Mendoza, Héctor Allende. Hashing-based Clustering in High Dimensional Data. Expert Systems with Applications, 62:202-211, Elsevier, 2016 [WoS].
DOI: 10.1016/j.eswa.2016.06.008

[10] Marcelo Mendoza, Mauricio Marín, Verónica Gil-Costa, Flavio Ferrarotti. Reducing Hardware Hit by Queries in Web Search Engines. Information Processing & Management, 52(6):1031-1052, Elsevier, 2016 [WoS].
DOI: 10.1016/j.ipm.2016.04.008

[9] Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar. Indexing Data Cubes for Content-based Searches in Radio Astronomy. Astronomy and Computing, 14:23-34, Elsevier, 2016 [WoS].
DOI: 10.1016/j.ascom.2016.01.002

[8] Miguel Guevara, Marcelo Mendoza. Publishing Patterns in BRIC Countries: A Network Analysis. Publications, 4(20), MDPI, 2016 [WoS].

[7] Felipe Bravo-Márquez, Marcelo Mendoza, Bárbara Poblete.Meta-Level Sentiment Models for Big Social Data Analysis. Knowledge-Based Systems, 69:86-99, Elsevier, 2014 [WoS].
DOI: 10.1016/j.knosys.2014.05.016

[6] Juan Zamora, Marcelo Mendoza, Héctor Allende. Query intent detection based on query log mining. Journal of Web Engineering, 13(1):24-52, Rinton Press, 2014 [WoS].

[5] Carlos Castillo, Marcelo Mendoza, Bárbara Poblete. Predicting information credibility in time-sensitive social media. Internet Research, special issue on The Predictive Power of Social Media, 23(5):560-588, Emerald Press, 2013 [WoS].
DOI: 10.1108/IntR-05-2012-0095

[4] Marcelo Mendoza. A new term-weighting scheme for naive Bayes text categorization. International Journal of Web Information Systems, 8(1):55-72, Emerald Press, 2012 [WoS].
DOI: 10.1108/17440081211222591

[3] Carlos Hurtado, Marcelo Mendoza. Automatic maintenance of Web directories by using web browsing data. Journal of Web Engineering, (10)2:153-173, Rinton Press, 2011 [WoS].

[2] Marcelo Mendoza, Ivette Ortiz, Víctor Rojas. Categorización de texto en bases documentales a partir de modelos computacionales livianos. Revista Signos, estudios de linguística, 44(77):251-274 , 2011 [WoS].

[1] Ricardo Baeza-Yates, Carlos Hurtado, Marcelo Mendoza. Improving search engines by query clustering. Journal of the American Society for Information Science and Technology, JASIST, (58)12:1793-1804, Wiley & Sons, 2007 [WoS].
DOI: 10.1002/asi.20627

[2] Marcelo Mendoza, Matías Estrada. Revisiting Link Prediction: Evolving Models and Real Data Findings. SSRN, 2016.

[1] Mauricio Solar, Jorge Rojas, Marcelo Mendoza, Raúl Monge, Víctor Parada. A Multiagent-Based Approach to the Grid-Scheduling Problem. CLEI Electronic Journal, 15(2), 2012.

- Marcelo Mendoza, Sergio Velastín (Eds.). Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. 22nd Iberoamerican Congress, CIARP 2017, Valparaíso, Chile, November 7–10, 2017, Springer, Lecture Notes in Computer Science, Vol. 10657, 201 [Scopus].

- Marcelo Mendoza, Sergio Velastín (Eds.). Special section - CIARP 2017 awards, Pattern Recognition Letters, Elsevier, 2018 [WoS].

- Marcelo Mendoza. Minería de datos en la web. capítulo 19, 613-648, en Fidel Cacheda, Juan Fernández, y Juan Huete, Recuperación de información: Un enfoque práctico y multidisciplinar, Editorial Ra-Ma, 2011.