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2020 – today
- 2024
[j31]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: 101739 (2024)- [j30]Andrés Neyem, Agustín Rios-Letelier, Kevin Cespedes-Arancibia, Juan Pablo Sandoval Alcocer, Marcelo Mendoza:
Enhancing commit message quality in software capstone projects with generative AI. SoftwareX 28: 101947 (2024) - [j29]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: 1639-1654 (2024) - [c56]Carlos Muñoz, María José Apolo, Maximiliano Ojeda, Hans Lobel, Marcelo Mendoza:
News Gathering: Leveraging Transformers to Rank News. ECIR (3) 2024: 486-493 - [c55]Miguel Fernández, Maximiliano Ojeda, Lilly Guevara, Diego Varela, Marcelo Mendoza, Alberto Barrón-Cedeño:
VICTOR VECTORS @ DIPROMATS 2024: Propaganda Detection with LLM Paraphrasing and Machine Translation. IberLEF@SEPLN 2024 - [c54]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: 951-957 - [i15]Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza:
Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups. CoRR abs/2405.13011 (2024) - 2023
- [c53]María José Apolo, Marcelo Mendoza:
Bimodal Style Transference from Musical Composition to Image Using Deep Generative Models. HCI (25) 2023: 229-240 - [c52]Diego Gutiérrez, Marcelo Mendoza:
Bimodal Neural Style Transfer for Image Generation Based on Text Prompts. HCI (25) 2023: 379-390 - [i14]Naim Bro, Marcelo Mendoza:
Surname affinity in Santiago, Chile: A network-based approach that uncovers urban segregation. CoRR abs/2306.01197 (2023) - [i13]Marcelo Mendoza, Naim Bro:
Predicting affinity ties in a surname network. CoRR abs/2306.01218 (2023) - [i12]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 abs/2306.14378 (2023) - 2022
- [j28]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): 62 (2022) - [c51]Eliana Providel, Daniel Toro, Fabián Riquelme, Marcelo Mendoza, Eduardo Puraivan:
CLNews: The First Dataset of the Chilean Social Outbreak for Disinformation Analysis. CIKM 2022: 4394-4398 - [c50]Andrés Zapata, Eliana Providel, Marcelo Mendoza:
Empirical Evaluation of Machine Learning Ensembles for Rumor Detection. HCI (14) 2022: 422-436 - [c49]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: 6024-6034 - [i11]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 abs/2204.07571 (2022) - 2021
- [j27]Pablo Ormeño, Marcelo Mendoza, Carlos Valle:
Topic Models Ensembles for AD-HOC Information Retrieval. Inf. 12(9): 360 (2021) - [j26]Marcelo Mendoza:
Differences in Citation Patterns across Areas, Article Types and Age Groups of Researchers. Publ. 9(4): 47 (2021) - [j25]Eliana Providel, Marcelo Mendoza:
Misleading information in Spanish: a survey. Soc. Netw. Anal. Min. 11(1): 36 (2021) - [c48]Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto:
Inspecting the concept knowledge graph encoded by modern language models. ACL/IJCNLP (Findings) 2021: 2984-3000 - [c47]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: 3016-3022 - [c46]Sebastián Ruíz, Eliana Providel, Marcelo Mendoza:
Fake News Detection via English-to-Spanish Translation: Is It Really Useful? HCI (13) 2021: 136-148 - [c45]Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios:
Neural Abstractive Unsupervised Summarization of Online News Discussions. IntelliSys (2) 2021: 822-841 - [c44]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: 316-324 - [i10]Alfredo Silva, Marcelo Mendoza:
A data-driven strategy to combine word embeddings in information retrieval. CoRR abs/2105.12788 (2021) - [i9]Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto:
Inspecting the concept knowledge graph encoded by modern language models. CoRR abs/2105.13471 (2021) - [i8]Ignacio Tampe Palma, Marcelo Mendoza, Evangelos E. Milios:
Neural Abstractive Unsupervised Summarization of Online News Discussions. CoRR abs/2106.03953 (2021) - [i7]Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto:
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR abs/2109.04602 (2021) - 2020
- [j24]Imane Guellil, Marcelo Mendoza, Faiçal Azouaou:
Arabic dialect sentiment analysis with ZERO effort. \\ Case study: Algerian dialect. Inteligencia Artif. 23(65): 124-135 (2020) - [j23]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): 102366 (2020) - [j22]Marcelo Mendoza, Nicolás Torres:
Evaluating content novelty in recommender systems. J. Intell. Inf. Syst. 54(2): 297-316 (2020) - [j21]Marcelo Mendoza, Maurizio Tesconi, Stefano Cresci:
Bots in Social and Interaction Networks: Detection and Impact Estimation. ACM Trans. Inf. Syst. 39(1): 5:1-5:32 (2020) - [c43]Alfredo Silva, Marcelo Mendoza:
Improving query expansion strategies with word embeddings. DocEng 2020: 10:1-10:4 - [c42]Eliana Providel, Marcelo Mendoza:
Using Deep Learning to Detect Rumors in Twitter. HCI (14) 2020: 321-334
2010 – 2019
- 2019
- [j20]Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza:
Distributed Clustering of Text Collections. IEEE Access 7: 155671-155685 (2019) - [j19]Marcelo Mendoza, Barbara Poblete, Ignacio Valderrama:
Nowcasting earthquake damages with Twitter. EPJ Data Sci. 8(1): 3:1-3:23 (2019) - [j18]Nicolás Torres, Marcelo Mendoza:
Clustering Approaches for Top-k Recommender Systems. Int. J. Artif. Intell. Tools 28(5): 1950019:1-1950019:27 (2019) - [j17]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): 13 (2019) - [j16]Marcelo Mendoza, Sergio A. Velastin:
Preface of Special section - CIARP 2017 awards. Pattern Recognit. Lett. 123: 96 (2019) - [j15]Imane Guellil, Faiçal Azouaou, Marcelo Mendoza:
Arabic sentiment analysis: studies, resources, and tools. Soc. Netw. Anal. Min. 9(1): 56:1-56:17 (2019) - [c41]Margarita Constanza Bugueño, Marcelo Mendoza:
Applying Self-attention for Stance Classification. CIARP 2019: 51-61 - [c40]Margarita Constanza Bugueño, Gabriel Sepulveda, Marcelo Mendoza:
An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks. HCI (13) 2019: 293-310 - [c39]Marcelo Mendoza, Bárbara Poblete, Ignacio Valderrama:
Estimating Ground Shaking Regions with Social Media Propagation Trees. HCI (13) 2019: 356-369 - [c38]Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza:
Claim Behavior over Time in Twitter. HCI (13) 2019: 468-479 - [c37]Margarita Constanza Bugueño, Marcelo Mendoza:
Learning to Detect Online Harassment on Twitter with the Transformer. PKDD/ECML Workshops (2) 2019: 298-306 - 2018
- [j14]Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo:
Unsupervised learning of structure in spectroscopic cubes. Astron. Comput. 24: 25-35 (2018) - [c36]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: 247-257 - [c35]Marcelo Mendoza, Pablo Ormeño, Carlos Valle:
Ad-hoc Information Retrieval based on Boosted Latent Dirichlet Allocated Topics. SCCC 2018: 1-7 - [c34]Nicolás Torres, Marcelo Mendoza:
Creating High Level Content Descriptors for Recommender Systems Datasets. SCCC 2018: 1-7 - [e1]Marcelo Mendoza, Sergio A. Velastin:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Valparaíso, Chile, November 7-10, 2017, Proceedings. Lecture Notes in Computer Science 10657, Springer 2018, ISBN 978-3-319-75192-4 [contents] - [i6]Ignacio Espinoza, Marcelo Mendoza, Pablo Ortega, Daniel Rivera, Fernanda Weiss:
Viscovery: Trend Tracking in Opinion Forums based on Dynamic Topic Models. CoRR abs/1805.00457 (2018) - 2017
- [c33]Juan Zamora, Héctor Allende-Cid, Marcelo Mendoza:
A Distributed Shared Nearest Neighbors Clustering Algorithm. CIARP 2017: 710-718 - 2016
- [j13]Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar:
Indexing data cubes for content-based searches in radio astronomy. Astron. Comput. 14: 23-34 (2016) - [j12]Juan Zamora, Marcelo Mendoza, Héctor Allende:
Hashing-based clustering in high dimensional data. Expert Syst. Appl. 62: 202-211 (2016) - [j11]Marcelo Mendoza, Mauricio Marín, Veronica Gil-Costa, Flavio Ferrarotti:
Reducing hardware hit by queries in web search engines. Inf. Process. Manag. 52(6): 1031-1052 (2016) - [j10]Miguel R. Guevara, Marcelo Mendoza:
Publishing Patterns in BRIC Countries: A Network Analysis. Publ. 4(3): 20 (2016) - [j9]Miguel R. Guevara, Dominik Hartmann, Marcelo Mendoza:
diverse: an R Package to Analyze Diversity in Complex Systems. R J. 8(2): 60 (2016) - [j8]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): 1695-1709 (2016) - [c32]Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef:
Boosting SpLSA for Text Classification. CIARP 2016: 142-149 - [i5]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 abs/1602.08409 (2016) - [i4]Marcelo Mendoza, Matias Estrada:
Revisiting Link Prediction: Evolving Models and Real Data Findings. CoRR abs/1610.06703 (2016) - 2014
- [j7]Juan Zamora, Marcelo Mendoza, Héctor Allende:
Query Intent Detection Based on Query Log Mining. J. Web Eng. 13(1&2): 24-52 (2014) - [j6]Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete:
Meta-level sentiment models for big social data analysis. Knowl. Based Syst. 69: 86-99 (2014) - [i3]Matias Estrada, Marcelo Mendoza:
Affinity Prediction in Online Social Networks. CoRR abs/1408.2871 (2014) - [i2]Miguel Guevara, Marcelo Mendoza:
Revealing Comparative Advantages in the Backbone of Science. CoRR abs/1409.1911 (2014) - 2013
- [j5]Carlos Castillo, Marcelo Mendoza, Barbara Poblete:
Predicting information credibility in time-sensitive social media. Internet Res. 23(5): 560-588 (2013) - [c31]Miguel Guevara, Marcelo Mendoza:
Revealing comparative advantages in the backbone of science. CompSci@CIKM 2013: 31-36 - [c30]Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan:
Says who?: automatic text-based content analysis of television news. UnstructureNLP@CIKM 2013: 53-60 - [c29]Felipe Bravo-Marquez, Marcelo Mendoza, Barbara Poblete:
Combining strengths, emotions and polarities for boosting Twitter sentiment analysis. WISDOM 2013: 2:1-2:9 - [c28]Marcelo Mendoza, Barbara Poblete, Felipe Bravo-Marquez, Daniel Gayo-Avello:
Long-memory time series ensembles for concept shift detection. BigMine 2013: 23-30 - [c27]Rodrigo Campos, Oscar Rojas, Mauricio Marín, Marcelo Mendoza:
Distributed Ontology-Driven Focused Crawling. PDP 2013: 108-115 - [i1]Carlos Castillo, Gianmarco De Francisci Morales, Marcelo Mendoza, Nasir Khan:
Automatic Analysis of Television News: Media, People, Framing and Bias. CoRR abs/1307.4879 (2013) - 2012
- [j4]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) - [j3]Marcelo Mendoza:
A new term-weighting scheme for naïve Bayes text categorization. Int. J. Web Inf. Syst. 8(1): 55-72 (2012) - [c26]Luis Sanz, Héctor Allende, Marcelo Mendoza:
Text Content Reliability Estimation in Web Documents: A New Proposal. CICLing (2) 2012: 438-449 - [c25]Felipe Bravo-Marquez, Daniel Gayo-Avello, Marcelo Mendoza, Barbara Poblete:
Opinion Dynamics of Elections in Twitter. LA-WEB 2012: 32-39 - [c24]César Moltedo, Hernán Astudillo, Marcelo Mendoza:
Tagging tagged images: on the impact of existing annotations on image tagging. CrowdMM@ACM Multimedia 2012: 3-8 - [c23]Gabriela Dominguez, Miguel Guevara, Marcelo Mendoza, Juan Zamora:
A Wavelet-Based Method for Time Series Forecasting. SCCC 2012: 91-94 - 2011
- [j2]Carlos A. Hurtado, Marcelo Mendoza:
Automatic maintenance of Web directories. J. Web Eng. 10(2): 153-173 (2011) - [c22]Barbara Poblete, Ruth Olimpia Garcia Gavilanes, Marcelo Mendoza, Alejandro Jaimes:
Do all birds tweet the same?: characterizing twitter around the world. CIKM 2011: 1025-1030 - [c21]Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza:
Query-Sets + + : A Scalable Approach for Modeling Web Sites. SPIRE 2011: 129-134 - [c20]Carlos Castillo, Marcelo Mendoza, Barbara Poblete:
Information credibility on twitter. WWW 2011: 675-684 - 2010
- [c19]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: 1553-1556 - [c18]Marcelo Mendoza, Mauricio Marín, Flavio Ferrarotti, Barbara Poblete:
Learning to Distribute Queries into Web Search Nodes. ECIR 2010: 281-292 - [c17]Marcelo Mendoza, Carlos Becerra:
On the Design of Learning Objects Classifiers. ICALT 2010: 464-468 - [c16]Marcelo Mendoza, Barbara Poblete, Carlos Castillo:
Twitter under crisis: can we trust what we RT? SOMA@KDD 2010: 71-79 - [c15]Mauricio Oyarzún, Senén González, Marcelo Mendoza, Flavio Ferrarotti, Max Chacón, Mauricio Marín:
A vector model for routing queries in web search engines. ICCS 2010: 457-464
2000 – 2009
- 2009
- [c14]Mauricio Marín, Flavio Ferrarotti, Marcelo Mendoza, Carlos Gómez-Pantoja, Veronica Gil-Costa:
Location cache for web queries. CIKM 2009: 1995-1998 - [c13]Marcelo Mendoza, Juan Zamora:
Building Decision Trees to Identify the Intent of a User Query. KES (1) 2009: 285-292 - [c12]Marcelo Mendoza, Juan Zamora:
Identifying the Intent of a User Query Using Support Vector Machines. SPIRE 2009: 131-142 - [c11]Flavio Ferrarotti, Mauricio Marín, Marcelo Mendoza:
A Last-Resort Semantic Cache for Web Queries. SPIRE 2009: 310-321 - 2008
- [c10]Marcelo Mendoza, Ricardo Baeza-Yates:
A Web Search Analysis Considering the Intention behind Queries. LA-WEB 2008: 66-74 - 2007
- [j1]Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza:
Improving search engines by query clustering. J. Assoc. Inf. Sci. Technol. 58(12): 1793-1804 (2007) - 2006
- [c9]Ariel Cid, Carlos A. Hurtado, Marcelo Mendoza:
Automatic Maintenance ofWeb Directories using Click-Through Data. ICDE Workshops 2006: 43 - [c8]Georges Dupret, Marcelo Mendoza:
Automatic Query Recommendation using Click-Through Data. IFIP PPAI 2006: 303-312 - [c7]Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza:
A Statistical Model of Query Log Generation. SPIRE 2006: 217-228 - 2005
- [c6]Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza, Georges Dupret:
Modeling User Search Behavior. LA-WEB 2005: 242-251 - [c5]Georges Dupret, Marcelo Mendoza:
Recommending Better Queries from Click-Through Data. SPIRE 2005: 41-44 - 2004
- [c4]Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza:
Query Clustering for Boosting Web Page Ranking. AWIC 2004: 164-175 - [c3]Ricardo A. Baeza-Yates, Carlos A. Hurtado, Marcelo Mendoza:
Query Recommendation Using Query Logs in Search Engines. EDBT Workshops 2004: 588-596 - [c2]Gonzalo Hernández, Bernd Reusch, Marcelo Mendoza, Luis Salinas:
Shiftability and Filter Bank Design using Morlet Wavelet. SCCC 2004: 141-148 - 2000
- [c1]Marcelo Mendoza, Claudio Moraga, Luis Salinas:
Design of a System for Image Registration and Compensation based on Spectral Analysis. SCCC 2000: 191-198
Coauthor Index
Barbara Poblete
aka: Bárbara Poblete
aka: Bárbara Poblete
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