Marcelo Mendoza

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 59

Top Venues

Publications

Axel Reyes, Marcelo Mendoza, Camila Vera, Francesca Lucchini, Jan Dimter, Felipe Gutiérrez, Naim Bro, Hans Lobel, Ariel Reyes
SpatialCluster: A Python library for urban clustering. SoftwareX 26 (2024)
Andrés Neyem, Juan Pablo Sandoval Alcocer, Marcelo Mendoza, Leonardo Centellas-Claros, Luis A. González, Carlos Paredes-Robles
Exploring the Impact of Generative AI for StandUp Report Recommendations in Software Capstone Project Development. SIGCSE (1) (2024)
Carlos Muñoz, María José Apolo, Maximiliano Ojeda, Hans Lobel, Marcelo Mendoza
News Gathering: Leveraging Transformers to Rank News. ECIR (3) (2024)
Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza
Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups. CoRR (2024)
Andrés Neyem, Luis A. González, Marcelo Mendoza, Juan Pablo Sandoval Alcocer, Leonardo Centellas-Claros, Carlos Paredes-Robles
Toward an AI Knowledge Assistant for Context-Aware Learning Experiences in Software Capstone Project Development. IEEE Trans. Learn. Technol. 17 (2024)
Diego Gutiérrez, Marcelo Mendoza
Bimodal Neural Style Transfer for Image Generation Based on Text Prompts. HCI (25) (2023)
Marcelo Mendoza, Sebastián Valenzuela, Enrique Núñez-Mussa, Fabián Padilla, Eliana Providel, Sebastián Campos, Renato Bassi, Andrea Riquelme, Valeria Aldana, Claudia López
A study on information disorders on social networks during the Chilean social outbreak and COVID-19 pandemic. CoRR (2023)
Marcelo Mendoza, Naim Bro
Predicting affinity ties in a surname network. CoRR (2023)
María José Apolo, Marcelo Mendoza
Bimodal Style Transference from Musical Composition to Image Using Deep Generative Models. HCI (25) (2023)
Naim Bro, Marcelo Mendoza
Surname affinity in Santiago, Chile: A network-based approach that uncovers urban segregation. CoRR (2023)
Andrés Zapata, Eliana Providel, Marcelo Mendoza
Empirical Evaluation of Machine Learning Ensembles for Rumor Detection. HCI (14) (2022)
Eliana Providel, Daniel Toro, Fabián Riquelme, Marcelo Mendoza, Eduardo Puraivan
CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis. CIKM (2022)
Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
Evaluation Benchmarks for Spanish Sentence Representations. LREC (2022)
Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
Evaluation Benchmarks for Spanish Sentence Representations. CoRR (2022)
Camila Vera, Francesca Lucchini, Naim Bro, Marcelo Mendoza, Hans Löbel, Felipe Gutiérrez, Jan Dimter, Gabriel Cuchacovic, Axel Reyes, Hernan Valdivieso, Nicolás Alvarado, Sergio Toro
Learning to cluster urban areas: two competitive approaches and an empirical validation. EPJ Data Sci. 11 (1) (2022)
Eliana Providel, Marcelo Mendoza
Misleading information in Spanish: a survey. Soc. Netw. Anal. Min. 11 (1) (2021)
Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto
Inspecting the concept knowledge graph encoded by modern language models. CoRR (2021)
Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR (2021)
Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP (1) (2021)
Gabriel Molina, Marcelo Mendoza, Ignacio Loayza, Camilo Núñez, Mauricio Araya, Victor Castañeda, Mauricio Solar
A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis. MICAD (2021)
Pablo Ormeño, Marcelo Mendoza, Carlos Valle
Topic Models Ensembles for AD-HOC Information Retrieval. Inf. 12 (9) (2021)
Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto
Inspecting the concept knowledge graph encoded by modern language models. ACL/IJCNLP (Findings) (2021)
Alfredo Silva, Marcelo Mendoza
A data-driven strategy to combine word embeddings in information retrieval. CoRR (2021)
Sebastián Ruíz, Eliana Providel, Marcelo Mendoza
Fake News Detection via English-to-Spanish Translation: Is It Really Useful? HCI (13) (2021)
Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios
Neural Abstractive Unsupervised Summarization of Online News Discussions. CoRR (2021)
Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios
Neural Abstractive Unsupervised Summarization of Online News Discussions. IntelliSys (2) (2021)
Marcelo Mendoza
Differences in Citation Patterns across Areas, Article Types and Age Groups of Researchers. Publ. 9 (4) (2021)
Marcelo Mendoza, Maurizio Tesconi, Stefano Cresci
Bots in Social and Interaction Networks: Detection and Impact Estimation. ACM Trans. Inf. Syst. 39 (1) (2020)
Imane Guellil, Marcelo Mendoza, Faiçal Azouaou
Arabic dialect sentiment analysis with ZERO effort. \\ Case study: Algerian dialect. Inteligencia Artif. 23 (65) (2020)
Alfredo Silva, Marcelo Mendoza
Improving query expansion strategies with word embeddings. DocEng (2020)
Marcelo Mendoza, Denis Parra, Álvaro Soto
GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media. Inf. Process. Manag. 57 (6) (2020)
Eliana Providel, Marcelo Mendoza
Using Deep Learning to Detect Rumors in Twitter. HCI (14) (2020)
Marcelo Mendoza, Nicolás Torres
Evaluating content novelty in recommender systems. J. Intell. Inf. Syst. 54 (2) (2020)
Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss
Viscovery: Trend Tracking in Opinion Forums based on Dynamic Topic Models. J. Digit. Inf. Manag. 17 (1) (2019)
Margarita Constanza Bugueño, Gabriel Sepulveda, Marcelo Mendoza
An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks. HCI (13) (2019)
Margarita Constanza Bugueño, Marcelo Mendoza
Applying Self-attention for Stance Classification. CIARP (2019)
Marcelo Mendoza, Bárbara Poblete, Ignacio Valderrama
Estimating Ground Shaking Regions with Social Media Propagation Trees. HCI (13) (2019)
Imane Guellil, Faiçal Azouaou, Marcelo Mendoza
Arabic sentiment analysis: studies, resources, and tools. Soc. Netw. Anal. Min. 9 (1) (2019)
Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama
Nowcasting earthquake damages with Twitter. EPJ Data Sci. 8 (1) (2019)
Nicolás Torres, Marcelo Mendoza
Recommender Systems. Int. J. Artif. Intell. Tools 28 (5) (2019)
Marcelo Mendoza, Sergio A. Velastin
Preface of Special section - CIARP 2017 awards. Pattern Recognit. Lett. 123 (2019)
Margarita Constanza Bugueño, Marcelo Mendoza
Learning to Detect Online Harassment on Twitter with the Transformer. PKDD/ECML Workshops (2) (2019)
Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza
Distributed Clustering of Text Collections. IEEE Access 7 (2019)
Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza
Claim Behavior over Time in Twitter. HCI (13) (2019)
Nicolás Torres, Marcelo Mendoza
Creating High Level Content Descriptors for Recommender Systems Datasets. SCCC (2018)
Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss
Viscovery: Trend Tracking in Opinion Forums based on Dynamic Topic Models. CoRR (2018)
Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo
Unsupervised learning of structure in spectroscopic cubes. Astron. Comput. 24 (2018)
Marcelo Mendoza, Pablo Ormeño, Carlos Valle
Ad-hoc Information Retrieval based on Boosted Latent Dirichlet Allocated Topics. SCCC (2018)
Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama
Early Tracking of People's Reaction in Twitter for Fast Reporting of Damages in the Mercalli Scale. HCI (14) (2018)
Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza
A Distributed Shared Nearest Neighbors Clustering Algorithm. CIARP (2017)
Marcelo Mendoza, Mauricio Marín, Veronica Gil-Costa, Flavio Ferrarotti
Reducing hardware hit by queries in web search engines. Inf. Process. Manag. 52 (6) (2016)
Miguel R. Guevara, Marcelo Mendoza
Publishing Patterns in BRIC Countries: A Network Analysis. Publ. 4 (3) (2016)
Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar
Indexing data cubes for content-based searches in radio astronomy. Astron. Comput. 14 (2016)
Miguel R. Guevara, Dominik Hartmann, Manuel Aristarán, Marcelo Mendoza, César A. Hidalgo
The Research Space: using the career paths of scholars to predict the evolution of the research output of individuals, institutions, and nations. CoRR (2016)
Miguel R. Guevara, Dominik Hartmann, Marcelo Mendoza
diverse: an R Package to Analyze Diversity in Complex Systems. R J. 8 (2) (2016)
Juan Zamora, Marcelo Mendoza, Héctor Allende
Hashing-based clustering in high dimensional data. Expert Syst. Appl. 62 (2016)
Marcelo Mendoza, Matias Estrada
Revisiting Link Prediction: Evolving Models and Real Data Findings. CoRR (2016)
Miguel R. Guevara, Dominik Hartmann, Manuel Aristarán, Marcelo Mendoza, César A. Hidalgo
The research space: using career paths to predict the evolution of the research output of individuals, institutions, and nations. Scientometrics 109 (3) (2016)
Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef
Boosting SpLSA for Text Classification. CIARP (2016)
Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete
Meta-level sentiment models for big social data analysis. Knowl. Based Syst. 69 (2014)
Miguel Guevara, Marcelo Mendoza
Revealing Comparative Advantages in the Backbone of Science. CoRR (2014)
Matias Estrada, Marcelo Mendoza
Affinity Prediction in Online Social Networks. CoRR (2014)
Juan Zamora, Marcelo Mendoza, Héctor Allende
Query Intent Detection Based on Query Log Mining. J. Web Eng. 13 (1&2) (2014)
Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan
Automatic Analysis of Television News: Media, People, Framing and Bias. CoRR (2013)
Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan
Says who?: automatic text-based content analysis of television news. UnstructureNLP@CIKM (2013)
Marcelo Mendoza, Barbara Poblete, Felipe Bravo-Marquez, Daniel Gayo-Avello
Long-memory time series ensembles for concept shift detection. BigMine (2013)
Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete
Combining strengths, emotions and polarities for boosting Twitter sentiment analysis. WISDOM (2013)
Carlos Castillo, Marcelo Mendoza, Barbara Poblete
Predicting information credibility in time-sensitive social media. Internet Res. 23 (5) (2013)
Rodrigo Campos, Oscar Rojas, Mauricio Marín, Marcelo Mendoza
Distributed Ontology-Driven Focused Crawling. PDP (2013)
Miguel Guevara, Marcelo Mendoza
Revealing comparative advantages in the backbone of science. CompSci@CIKM (2013)
Gabriela Dominguez, Miguel Guevara, Marcelo Mendoza, Juan Zamora
A Wavelet-Based Method for Time Series Forecasting. SCCC (2012)
Mauricio Solar, Jorge Rojas, Marcelo Mendoza, Raúl Monge, Víctor Parada
A Multiagent-Based Approach to the Grid-Scheduling Problem. CLEI Electron. J. 15 (2) (2012)
Luis Sanz, Héctor Allende, Marcelo Mendoza
Text Content Reliability Estimation in Web Documents: A New Proposal. CICLing (2) (2012)
Marcelo Mendoza
A new term-weighting scheme for naïve Bayes text categorization. Int. J. Web Inf. Syst. 8 (1) (2012)
Felipe Bravo-Marquez, Daniel Gayo-Avello, Marcelo Mendoza, Barbara Poblete
Opinion Dynamics of Elections in Twitter. LA-WEB (2012)
César Moltedo, Hernán Astudillo, Marcelo Mendoza
Tagging tagged images: on the impact of existing annotations on image tagging. CrowdMM@ACM Multimedia (2012)
Carlos Castillo, Marcelo Mendoza, Barbara Poblete
Information credibility on twitter. WWW (2011)
Carlos A. Hurtado, Marcelo Mendoza
Automatic maintenance of Web directories. J. Web Eng. 10 (2) (2011)
Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza
Query-Sets + + : A Scalable Approach for Modeling Web Sites. SPIRE (2011)
Barbara Poblete, Ruth Olimpia Garcia Gavilanes, Marcelo Mendoza, Alejandro Jaimes
Do all birds tweet the same?: characterizing twitter around the world. CIKM (2011)
Mauricio Oyarzún, Senén González, Marcelo Mendoza, Flavio Ferrarotti, Max Chacón, Mauricio Marín
A vector model for routing queries in web search engines. ICCS (1) (2010)
Barbara Poblete, Benjamin Bustos, Marcelo Mendoza, Juan Manuel Barrios
Visual-semantic graphs: using queries to reduce the semantic gap in web image retrieval. CIKM (2010)
Marcelo Mendoza, Mauricio Marín, Flavio Ferrarotti, Barbara Poblete
Learning to Distribute Queries into Web Search Nodes. ECIR (2010)
Marcelo Mendoza, Barbara Poblete, Carlos Castillo
Twitter under crisis: can we trust what we RT? SOMA@KDD (2010)
Marcelo Mendoza, Carlos Becerra
On the Design of Learning Objects Classifiers. ICALT (2010)
Marcelo Mendoza, Juan Zamora
Building Decision Trees to Identify the Intent of a User Query. KES (1) (2009)
Mauricio Marín, Flavio Ferrarotti, Marcelo Mendoza, Carlos Gómez-Pantoja, Veronica Gil-Costa
Location cache for web queries. CIKM (2009)
Flavio Ferrarotti, Mauricio Marín, Marcelo Mendoza
A Last-Resort Semantic Cache for Web Queries. SPIRE (2009)
Marcelo Mendoza, Juan Zamora
Identifying the Intent of a User Query Using Support Vector Machines. SPIRE (2009)
Marcelo Mendoza, Ricardo Baeza-Yates
A Web Search Analysis Considering the Intention behind Queries. LA-WEB (2008)
Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
Improving search engines by query clustering. J. Assoc. Inf. Sci. Technol. 58 (12) (2007)
Georges Dupret, Marcelo Mendoza
Automatic Query Recommendation using Click-Through Data. IFIP PPAI (2006)
Ariel Cid, Carlos A. Hurtado, Marcelo Mendoza
Automatic Maintenance ofWeb Directories using Click-Through Data. ICDE Workshops (2006)
Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza
A Statistical Model of Query Log Generation. SPIRE (2006)
Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza, Georges Dupret
Modeling User Search Behavior. LA-WEB (2005)
Georges Dupret, Marcelo Mendoza
Recommending Better Queries from Click-Through Data. SPIRE (2005)
Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
Query Clustering for Boosting Web Page Ranking. AWIC (2004)
Gonzalo Hernández, Bernd Reusch, Marcelo Mendoza, Luis Salinas
Shiftability and Filter Bank Design using Morlet Wavelet. SCCC (2004)
Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
Query Recommendation Using Query Logs in Search Engines. EDBT Workshops (2004)
Marcelo Mendoza, Claudio Moraga, Luis Salinas
Design of a System for Image Registration and Compensation based on Spectral Analysis. SCCC (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcelo Mendoza