Marcelo Mendoza

108 papers A* 1A 5B 3C 10Misc 1Journal 49Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cross-Lingual Cross-Domain Transfer Learning for Rumor Detection. Future Internet Eliana Providel, Marcelo Mendoza, Mauricio Solar
2025	—	`conf`	Generative Variational Autoenconder model of musical scales based on Slominsky’s thesaurus. AIMC Benjamin Saldías, Denis Parra, Marcelo Mendoza, Rodrigo F. Cádiz
2025	—	`conf`	Imitating Human Reasoning to Extract 5W1H in News. WWW (Companion Volume) Carlos Muñoz, Marcelo Mendoza, Hans Lobel, Brian Keith
2025	J	`jnl`	Reducing interpretative ambiguity in an educational environment with ChatGPT. Comput. Educ. Francisco Garcia-Varela, Zvi Bekerman, Miguel Nussbaum, Marcelo Mendoza, Joaquin Montero
2025	J	`jnl`	Simulating conversations on social media with generative agent-based models. EPJ Data Sci. Min Soo Jeon, Marcelo Mendoza, Miguel Fernández, Eliana Providel, Felipe Rodríguez, Nicolás Espina, Andrés Carvallo, Andrés Abeliuk
2024	J	`jnl`	Enhancing commit message quality in software capstone projects with generative AI. SoftwareX Andrés Neyem, Agustín Rios-Letelier, Kevin Cespedes-Arancibia, Juan Pablo Sandoval Alcocer, Marcelo Mendoza
2024	—	`conf`	Exploring the Impact of Generative AI for StandUp Report Recommendations in Software Capstone Project Development. SIGCSE (1) Andrés Neyem, Juan Pablo Sandoval Alcocer, Marcelo Mendoza, Leonardo Centellas-Claros, Luis A. González, Carlos Paredes-Robles
2024	—	`conf`	News Gathering: Leveraging Transformers to Rank News. ECIR (3) Carlos Muñoz, María José Apolo, Maximiliano Ojeda, Hans Lobel, Marcelo Mendoza
2024	J	`jnl`	SpatialCluster: A Python library for urban clustering. SoftwareX Axel Reyes, Marcelo Mendoza, Camila Vera, Francesca Lucchini, Jan Dimter, Felipe Gutiérrez, Naim Bro, Hans Lobel, Ariel Reyes
2024	J	`jnl`	Toward an AI Knowledge Assistant for Context-Aware Learning Experiences in Software Capstone Project Development. IEEE Trans. Learn. Technol. Andrés Neyem, Luis A. González, Marcelo Mendoza, Juan Pablo Sandoval Alcocer, Leonardo Centellas-Claros, Carlos Paredes-Robles
2024	J	`jnl`	Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups. CoRR Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza
2024	—	`conf`	VICTOR VECTORS @ DIPROMATS 2024: Propaganda Detection with LLM Paraphrasing and Machine Translation. IberLEF@SEPLN Miguel Fernández, Maximiliano Ojeda, Lilly Guevara, Diego Varela, Marcelo Mendoza, Alberto Barrón-Cedeño
2023	J	`jnl`	A study on information disorders on social networks during the Chilean social outbreak and COVID-19 pandemic. CoRR Marcelo Mendoza, Sebastián Valenzuela, Enrique Núñez-Mussa, Fabián Padilla, Eliana Providel, Sebastián Campos, Renato Bassi, Andrea Riquelme, Valeria Aldana, Claudia López
2023	—	`conf`	Bimodal Neural Style Transfer for Image Generation Based on Text Prompts. HCI (25) Diego Gutiérrez, Marcelo Mendoza
2023	—	`conf`	Bimodal Style Transference from Musical Composition to Image Using Deep Generative Models. HCI (25) María José Apolo, Marcelo Mendoza
2023	J	`jnl`	Predicting affinity ties in a surname network. CoRR Marcelo Mendoza, Naim Bro
2023	J	`jnl`	Surname affinity in Santiago, Chile: A network-based approach that uncovers urban segregation. CoRR Naim Bro, Marcelo Mendoza
2022	A	`conf`	CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis. CIKM Eliana Providel, Daniel Toro, Fabián Riquelme, Marcelo Mendoza, Eduardo Puraivan
2022	—	`conf`	Empirical Evaluation of Machine Learning Ensembles for Rumor Detection. HCI (14) Andrés Zapata, Eliana Providel, Marcelo Mendoza
2022	B	`conf`	Evaluation Benchmarks for Spanish Sentence Representations. LREC Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
2022	J	`jnl`	Evaluation Benchmarks for Spanish Sentence Representations. CoRR Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
2022	J	`jnl`	Learning to cluster urban areas: two competitive approaches and an empirical validation. EPJ Data Sci. Camila Vera, Francesca Lucchini, Naim Bro, Marcelo Mendoza, Hans Löbel, Felipe Gutiérrez, Jan Dimter, Gabriel Cuchacovic, Axel Reyes, Hernan Valdivieso, Nicolás Alvarado, Sergio Toro
2021	—	`conf`	A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis. MICAD Gabriel Molina, Marcelo Mendoza, Ignacio Loayza, Camilo Núñez, Mauricio Araya, Victor Castañeda, Mauricio Solar
2021	J	`jnl`	A data-driven strategy to combine word embeddings in information retrieval. CoRR Alfredo Silva, Marcelo Mendoza
2021	—	`conf`	Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP (1) Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
2021	J	`jnl`	Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
2021	J	`jnl`	Differences in Citation Patterns across Areas, Article Types and Age Groups of Researchers. Publ. Marcelo Mendoza
2021	—	`conf`	Fake News Detection via English-to-Spanish Translation: Is It Really Useful? HCI (13) Sebastián Ruíz, Eliana Providel, Marcelo Mendoza
2021	—	`conf`	Inspecting the concept knowledge graph encoded by modern language models. ACL/IJCNLP (Findings) Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto
2021	J	`jnl`	Inspecting the concept knowledge graph encoded by modern language models. CoRR Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto
2021	J	`jnl`	Misleading information in Spanish: a survey. Soc. Netw. Anal. Min. Eliana Providel, Marcelo Mendoza
2021	—	`conf`	Neural Abstractive Unsupervised Summarization of Online News Discussions. IntelliSys (2) Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios
2021	J	`jnl`	Neural Abstractive Unsupervised Summarization of Online News Discussions. CoRR Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios
2021	J	`jnl`	Topic Models Ensembles for AD-HOC Information Retrieval. Inf. Pablo Ormeño, Marcelo Mendoza, Carlos Valle
2020	J	`jnl`	Arabic dialect sentiment analysis with ZERO effort. \\ Case study: Algerian dialect. Inteligencia Artif. Imane Guellil, Marcelo Mendoza, Faiçal Azouaou
2020	J	`jnl`	Bots in Social and Interaction Networks: Detection and Impact Estimation. ACM Trans. Inf. Syst. Marcelo Mendoza, Maurizio Tesconi, Stefano Cresci
2020	J	`jnl`	Evaluating content novelty in recommender systems. J. Intell. Inf. Syst. Marcelo Mendoza, Nicolás Torres
2020	J	`jnl`	GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media. Inf. Process. Manag. Marcelo Mendoza, Denis Parra, Álvaro Soto
2020	B	`conf`	Improving query expansion strategies with word embeddings. DocEng Alfredo Silva, Marcelo Mendoza
2020	—	`conf`	Using Deep Learning to Detect Rumors in Twitter. HCI (14) Eliana Providel, Marcelo Mendoza
2019	—	`conf`	An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks. HCI (13) Margarita Constanza Bugueño, Gabriel Sepulveda, Marcelo Mendoza
2019	C	`conf`	Applying Self-attention for Stance Classification. CIARP Margarita Constanza Bugueño, Marcelo Mendoza
2019	J	`jnl`	Arabic sentiment analysis: studies, resources, and tools. Soc. Netw. Anal. Min. Imane Guellil, Faiçal Azouaou, Marcelo Mendoza
2019	—	`conf`	Claim Behavior over Time in Twitter. HCI (13) Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza
2019	J	`jnl`	Clustering Approaches for Top- Int. J. Artif. Intell. Tools Nicolás Torres, Marcelo Mendoza
2019	J	`jnl`	Distributed Clustering of Text Collections. IEEE Access Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza
2019	—	`conf`	Estimating Ground Shaking Regions with Social Media Propagation Trees. HCI (13) Marcelo Mendoza, Bárbara Poblete, Ignacio Valderrama
2019	—	`conf`	Learning to Detect Online Harassment on Twitter with the Transformer. PKDD/ECML Workshops (2) Margarita Constanza Bugueño, Marcelo Mendoza
2019	J	`jnl`	Nowcasting earthquake damages with Twitter. EPJ Data Sci. Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama
2019	J	`jnl`	Preface of Special section - CIARP 2017 awards. Pattern Recognit. Lett. Marcelo Mendoza, Sergio A. Velastin
2019	J	`jnl`	Viscovery: Trend Tracking in Opinion Forums based on Dynamic Topic Models. J. Digit. Inf. Manag. Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss
2018	—	`conf`	Ad-hoc Information Retrieval based on Boosted Latent Dirichlet Allocated Topics. SCCC Marcelo Mendoza, Pablo Ormeño, Carlos Valle
2018	—	`conf`	Creating High Level Content Descriptors for Recommender Systems Datasets. SCCC Nicolás Torres, Marcelo Mendoza
2018	—	`conf`	Early Tracking of People's Reaction in Twitter for Fast Reporting of Damages in the Mercalli Scale. HCI (14) Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama
2018	C	`ed.`	Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Valparaíso, Chile, November 7-10, 2017, Proceedings CIARP Marcelo Mendoza, Sergio A. Velastin
2018	J	`jnl`	Unsupervised learning of structure in spectroscopic cubes. Astron. Comput. Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo
2018	J	`jnl`	Viscovery: Trend Tracking in Opinion Forums based on Dynamic Topic Models. CoRR Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss
2017	C	`conf`	A Distributed Shared Nearest Neighbors Clustering Algorithm. CIARP Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza
2016	C	`conf`	Boosting SpLSA for Text Classification. CIARP Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef
2016	J	`jnl`	Hashing-based clustering in high dimensional data. Expert Syst. Appl. Juan Zamora, Marcelo Mendoza, Héctor Allende
2016	J	`jnl`	Indexing data cubes for content-based searches in radio astronomy. Astron. Comput. Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar
2016	J	`jnl`	Publishing Patterns in BRIC Countries: A Network Analysis. Publ. Miguel R. Guevara, Marcelo Mendoza
2016	J	`jnl`	Reducing hardware hit by queries in web search engines. Inf. Process. Manag. Marcelo Mendoza, Mauricio Marín, Veronica Gil-Costa, Flavio Ferrarotti
2016	J	`jnl`	Revisiting Link Prediction: Evolving Models and Real Data Findings. CoRR Marcelo Mendoza, Matias Estrada
2016	J	`jnl`	The Research Space: using the career paths of scholars to predict the evolution of the research output of individuals, institutions, and nations. CoRR Miguel R. Guevara, Dominik Hartmann, Manuel Aristarán, Marcelo Mendoza, César A. Hidalgo
2016	J	`jnl`	The research space: using career paths to predict the evolution of the research output of individuals, institutions, and nations. Scientometrics Miguel R. Guevara, Dominik Hartmann, Manuel Aristarán, Marcelo Mendoza, César A. Hidalgo
2016	J	`jnl`	diverse: an R Package to Analyze Diversity in Complex Systems. R J. Miguel R. Guevara, Dominik Hartmann, Marcelo Mendoza
2014	J	`jnl`	Affinity Prediction in Online Social Networks. CoRR Matias Estrada, Marcelo Mendoza
2014	J	`jnl`	Meta-level sentiment models for big social data analysis. Knowl. Based Syst. Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete
2014	J	`jnl`	Query Intent Detection Based on Query Log Mining. J. Web Eng. Juan Zamora, Marcelo Mendoza, Héctor Allende
2014	J	`jnl`	Revealing Comparative Advantages in the Backbone of Science. CoRR Miguel Guevara, Marcelo Mendoza
2013	J	`jnl`	Automatic Analysis of Television News: Media, People, Framing and Bias. CoRR Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan
2013	—	`conf`	Combining strengths, emotions and polarities for boosting Twitter sentiment analysis. WISDOM Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete
2013	C	`conf`	Distributed Ontology-Driven Focused Crawling. PDP Rodrigo Campos, Oscar Rojas, Mauricio Marín, Marcelo Mendoza
2013	—	`conf`	Long-memory time series ensembles for concept shift detection. BigMine Marcelo Mendoza, Barbara Poblete, Felipe Bravo-Marquez, Daniel Gayo-Avello
2013	J	`jnl`	Predicting information credibility in time-sensitive social media. Internet Res. Carlos Castillo, Marcelo Mendoza, Barbara Poblete
2013	—	`conf`	Revealing comparative advantages in the backbone of science. CompSci@CIKM Miguel Guevara, Marcelo Mendoza
2013	—	`conf`	Says who?: automatic text-based content analysis of television news. UnstructureNLP@CIKM Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan
2012	J	`jnl`	A Multiagent-Based Approach to the Grid-Scheduling Problem. CLEI Electron. J. Mauricio Solar, Jorge Rojas, Marcelo Mendoza, Raúl Monge, Víctor Parada
2012	—	`conf`	A Wavelet-Based Method for Time Series Forecasting. SCCC Gabriela Dominguez, Miguel Guevara, Marcelo Mendoza, Juan Zamora
2012	J	`jnl`	A new term-weighting scheme for naïve Bayes text categorization. Int. J. Web Inf. Syst. Marcelo Mendoza
2012	—	`conf`	Opinion Dynamics of Elections in Twitter. LA-WEB Felipe Bravo-Marquez, Daniel Gayo-Avello, Marcelo Mendoza, Barbara Poblete
2012	—	`conf`	Tagging tagged images: on the impact of existing annotations on image tagging. CrowdMM@ACM Multimedia César Moltedo, Hernán Astudillo, Marcelo Mendoza
2012	—	`conf`	Text Content Reliability Estimation in Web Documents: A New Proposal. CICLing (2) Luis Sanz, Héctor Allende, Marcelo Mendoza
2011	J	`jnl`	Automatic maintenance of Web directories. J. Web Eng. Carlos A. Hurtado, Marcelo Mendoza
2011	A	`conf`	Do all birds tweet the same?: characterizing twitter around the world. CIKM Barbara Poblete, Ruth Olimpia Garcia Gavilanes, Marcelo Mendoza, Alejandro Jaimes
2011	A*	`conf`	Information credibility on twitter. WWW Carlos Castillo, Marcelo Mendoza, Barbara Poblete
2011	C	`conf`	Query-Sets + + : A Scalable Approach for Modeling Web Sites. SPIRE Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza
2010	Misc	`conf`	A vector model for routing queries in web search engines. ICCS Mauricio Oyarzún, Senén González, Marcelo Mendoza, Flavio Ferrarotti, Max Chacón, Mauricio Marín
2010	A	`conf`	Learning to Distribute Queries into Web Search Nodes. ECIR Marcelo Mendoza, Mauricio Marín, Flavio Ferrarotti, Barbara Poblete
2010	B	`conf`	On the Design of Learning Objects Classifiers. ICALT Marcelo Mendoza, Carlos Becerra
2010	—	`conf`	Twitter under crisis: can we trust what we RT? SOMA@KDD Marcelo Mendoza, Barbara Poblete, Carlos Castillo
2010	A	`conf`	Visual-semantic graphs: using queries to reduce the semantic gap in web image retrieval. CIKM Barbara Poblete, Benjamin Bustos, Marcelo Mendoza, Juan Manuel Barrios
2009	C	`conf`	A Last-Resort Semantic Cache for Web Queries. SPIRE Flavio Ferrarotti, Mauricio Marín, Marcelo Mendoza
2009	—	`conf`	Building Decision Trees to Identify the Intent of a User Query. KES (1) Marcelo Mendoza, Juan Zamora
2009	C	`conf`	Identifying the Intent of a User Query Using Support Vector Machines. SPIRE Marcelo Mendoza, Juan Zamora
2009	A	`conf`	Location cache for web queries. CIKM Mauricio Marín, Flavio Ferrarotti, Marcelo Mendoza, Carlos Gómez-Pantoja, Veronica Gil-Costa
2008	—	`conf`	A Web Search Analysis Considering the Intention behind Queries. LA-WEB Marcelo Mendoza, Ricardo Baeza-Yates
2007	J	`jnl`	Improving search engines by query clustering. J. Assoc. Inf. Sci. Technol. Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
2006	C	`conf`	A Statistical Model of Query Log Generation. SPIRE Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza
2006	—	`conf`	Automatic Maintenance ofWeb Directories using Click-Through Data. ICDE Workshops Ariel Cid, Carlos A. Hurtado, Marcelo Mendoza
2006	—	`conf`	Automatic Query Recommendation using Click-Through Data. IFIP PPAI Georges Dupret, Marcelo Mendoza
2005	—	`conf`	Modeling User Search Behavior. LA-WEB Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza, Georges Dupret
2005	C	`conf`	Recommending Better Queries from Click-Through Data. SPIRE Georges Dupret, Marcelo Mendoza
2004	—	`conf`	Query Clustering for Boosting Web Page Ranking. AWIC Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
2004	—	`conf`	Query Recommendation Using Query Logs in Search Engines. EDBT Workshops Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza
2004	—	`conf`	Shiftability and Filter Bank Design using Morlet Wavelet. SCCC Gonzalo Hernández, Bernd Reusch, Marcelo Mendoza, Luis Salinas
2000	—	`conf`	Design of a System for Image Registration and Compensation based on Spectral Analysis. SCCC Marcelo Mendoza, Claudio Moraga, Luis Salinas