Marcos André Gonçalves - researchr profile publications

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Publications with a 'Marcos André Gonçalves' as author, editor, or advisor:

Assessing the quality of textual features in social mediaFlavio Figueiredo, Henrique Pinto, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes, Edleno Silva de Moura. ipm, 49(1):222-247, 2013. [doi]
Incorporating Risk-Sensitiveness into Feature Selection for Learning to RankDaniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves. CIKM 2016: 257-266 [doi]
FLUX-CIM: flexible unsupervised extraction of citation metadataEli Cortez C. Vilarinho, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura. JCDL 2007: 215-224 [doi]
Evaluating Retrieval Effectiveness of Descriptors for Searching in Large Image DatabasesPetrina A. S. Kimura, João M. B. Cavalcanti, Patricia Correia Saraiva, Ricardo da Silva Torres, Marcos André Gonçalves. jidm, 2(3):305-320, 2011. [doi]
Incremental author name disambiguation by exploiting domain-specific heuristicsAlan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira. jasis, 68(4):931-945, 2017. [doi]
Improving Author Name Disambiguation with User Relevance FeedbackAnderson A. Ferreira, Tales Mota Machado, Marcos André Gonçalves. jidm, 3(3):332-347, 2012. [doi]
Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflowDaniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado. sigir 2013: 543-552 [doi]
Assessing documents' credibility with genetic programmingJoão Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.. cec 2011: 200-207 [doi]
Uma Abordagem Multi-Visão para a Estimativa de Qualidade de Artigos de WikisDaniel Hasan Dalip, Thiago N. C. Cardoso, Marcos André Gonçalves, Marco Cristo, Pável Calado. sbbd 2011: 163-170 [doi]
Building a research social network from an individual perspectiveAlberto H. F. Laender, Mirella M. Moro, Marcos André Gonçalves, Clodoveu Augusto Davis Jr., Altigran Soares da Silva, Allan J. C. Silva, Carolina A. S. Bigonha, Daniel Hasan Dalip, Eduardo M. Barbosa, Eli Cortez, Peterson S. Procópio Jr., Rafael Odon de Alencar, Thiago N. C. Cardoso, Thiago Salles. JCDL 2011: 427-428 [doi]
Temporal contexts: Effective text classification in evolving document collectionsLeonardo C. da Rocha, Fernando Mourão, Hilton Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.. is, 38(3):388-409, 2013. [doi]
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short TextsFelipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha 0001, Marcos André Gonçalves. webmedia 2023: 110-118 [doi]
A usability evaluation study of a digital library self-archiving serviceLena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves. JCDL 2005: 176-177 [doi]
Improving On-Demand Learning to Rank through ParallelismDaniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo Silva, Marcos André Gonçalves. wise 2012: 526-537 [doi]
Intelligent GP fusion from multiple sources for text classificationBaoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado. CIKM 2005: 477-484 [doi]
A bias-variance analysis of state-of-the-art random forest text classifiersThiago Salles, Leonardo C. da Rocha 0001, Marcos André Gonçalves. adac, 15(2):379-405, 2021. [doi]
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative studyWashington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo C. da Rocha, Marcos André Gonçalves. ipm, 58(3):102481, 2021. [doi]
Transitioning from the ecological fieldwork to an online repository: a digital library solution and evaluationEvandrino G. Barros, Alberto H. F. Laender, Marcos André Gonçalves, Ricardo G. Cota, Francisco A. R. Barbosa. jodl, 7(1-2):109-112, 2007. [doi]
Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document ClassificationFelipe Viegas, Marcos André Gonçalves, Wellington Martins, Leonardo C. da Rocha. CIKM 2015: 1071-1080 [doi]
On the combination of "off-the-shelf" sentiment analysis methodsPollyanna Gonçalves, Daniel Hasan Dalip, Helen Costa, Marcos André Gonçalves, Fabrício Benevenuto. SAC 2016: 1158-1165 [doi]
On Popularity in the BlogosphereMarcos André Gonçalves, Jussara M. Almeida, Luiz G. P. dos Santos, Alberto H. F. Laender, Virgilio Almeida. internet, 14(3):42-49, 2010. [doi]
A Practical and Effective Sampling Selection Strategy for Large Scale DeduplicationGuilherme Dal Bianco, Renata de Matos Galante, Marcos André Gonçalves, Sérgio D. Canuto, Carlos Alberto Heuser. tkde, 27(9):2305-2319, 2015. [doi]
Document Performance Prediction for Automatic Text ClassificationGustavo Penha, Raphael R. Campos, Sérgio D. Canuto, Marcos André Gonçalves, Rodrygo L. T. Santos. ecir 2019: 132-139 [doi]
Learning to rank at query-time using association rulesAdriano Veloso, Humberto Mossri de Almeida, Marcos André Gonçalves, Wagner Meira Jr.. sigir 2008: 267-274 [doi]
Equal but different: a contextual analysis of duplicated videos on YouTubeTiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves. jbcs, 16(3):201-214, 2010. [doi]
ONDUX: on-demand unsupervised learning for information extractionEli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura. SIGMOD 2010: 807-818 [doi]
Analyzing topic attention in online small groupsJosemar Alves Caetano, Jussara M. Almeida, Marcos André Gonçalves, Wagner Meira Jr., Humberto Torres Marques-Neto, Virgílio A. F. Almeida. asunam 2021: 64-68 [doi]
Advertisement selection for online videosKarla Okada, Edleno Silva de Moura, Marco Cristo, David Fernandes, Marcos André Gonçalves, Klessius Berlt. webmedia 2012: 367-374 [doi]
Using web information for author name disambiguationDenilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves, Anderson A. Ferreira. JCDL 2009: 49-58 [doi]
Measuring and addressing the impact of cold start on associative tag recommendersEder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2013: 325-332 [doi]
Automatic Vandalism Detection in Wikipedia with Active Associative ClassificationMaria Sumbana, Marcos André Gonçalves, Rodrigo Silva Oliveira, Jussara M. Almeida, Adriano Veloso. ercimdl 2012: 138-143 [doi]
UNICAMP-UFMG at MediaEval 2012: Genre Tagging TaskJurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida. mediaeval 2012: [doi]
On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster methodAlan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira. jodl, 16(3-4):229-246, 2015. [doi]
Java MARIAN: From an OPAC to a Modern Digital Library SystemMarcos André Gonçalves, Paul Mather, Jun Wang, Ye Zhou, Ming Luo, Ryan Richardson, Rao Shen, Liang Xu, Edward A. Fox. spire 2002: 194-209 [doi]
Disambiguating Author Names using Minimum Bibliographic InformationAnderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender. wdl, 7(1):71-84, 2014. [doi]
Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos DifíceisWelton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha 0001, Marcos André Gonçalves. sbbd 2023: 408-413 [doi]
An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citationsRicardo G. Cota, Anderson A. Ferreira, Cristiano Nascimento, Marcos André Gonçalves, Alberto H. F. Laender. jasis, 61(9):1853-1870, 2010. [doi]
A relevance feedback method based on genetic programming for classification of remote sensing imagesJ. A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli. isci, 181(13):2671-2684, 2011. [doi]
Automatic Disambiguation of Author Names in Bibliographic RepositoriesAnderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2020. [doi]
Key Issues Regarding Digital Libraries: Evaluation and IntegrationRao Shen, Marcos André Gonçalves, Edward A. Fox. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2013. [doi]
Individualized extreme dominance (IndED): A new preference-based method for multi-objective recommender systemsReinaldo Silva Fortes, Daniel Xavier de Sousa, Dayanne Gouveia Coelho, Anísio Mendes Lacerda, Marcos André Gonçalves. isci, 572:558-573, 2021. [doi]
Predicting the popularity of micro-reviews: A Foursquare case studyMarisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves. isci, 325:355-374, 2015. [doi]
Image Retrieval with Relevance Feedback based on Genetic ProgrammingCristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Weiguo Fan. sbbd 2008: 120-134 [doi]
Using structural information to improve search in Web collectionsEdleno Silva de Moura, David Fernandes, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves. jasis, 61(12):2503-2513, 2010. [doi]
Design, Implementation, and Evaluation of a Wizard Tool for Setting Up Component-Based Digital LibrariesRodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender. ercimdl 2006: 135-146 [doi]
Aggressive and effective feature selection using genetic programmingIsac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo C. da Rocha, Thiago Salles, Marcos André Gonçalves. cec 2012: 1-8 [doi]
BLOSS: Effective meta-blocking with almost no effortGuilherme Dal Bianco, Marcos André Gonçalves, Denio Duarte. is, 75:75-89, 2018. [doi]
GreenWiki: a tool to support users assessment of the quality of Wikipedia articlesDaniel Hasan Dalip, Raquel Lara Santos, Diogo Rennó Oliveira, Valéria Freitas Amaral, Marcos André Gonçalves, Raquel Oliveira Prates, Raquel Cardoso de Melo Minardi, Jussara Marques de Almeida. JCDL 2011: 469-470 [doi]
Modelagem de Bibliotecas Digitais usando a Abordagem 5S: Um Estudo de CasoDavid Patricio Viscarra del Pozo, Lena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2004: 350-362
Competence-Conscious Associative Rank AggregationAdriano Veloso, Marcos André Gonçalves, Wagner Meira Jr.. jidm, 2(3):337-352, 2011. [doi]
On the Dynamics of Social Media Popularity: A YouTube Case StudyFlavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto. ACM Trans. Internet Techn., 14(4):24, 2014. [doi]
Detectando usuários maliciosos em interações via vídeos no YouTubeFabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2008: 138-145 [doi]
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text ClassificationWashington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha 0001, Marcos André Gonçalves. sigir 2023: 665-674 [doi]
Popularity dynamics of foursquare micro-reviewsMarisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves, Daniel Souza, Guilherme de Castro Mendes Gomes. cosn 2014: 119-130 [doi]
Recod @ MediaEval 2015: Diverse Social Images RetrievalRodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Vinícius Pereira Santana, Javier A. V. Munoz, Otávio Augusto Bizetto Penatti, Lin T. Li, Jurandy Almeida, Giovani Chiachia, Marcos André Gonçalves, Ricardo da Silva Torres. mediaeval 2015:
Theoretical Foundations for Digital Libraries: The 5S (Societies, Scenarios, Spaces, Structures, Streams) ApproachEdward A. Fox, Marcos André Gonçalves, Rao Shen. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2012. [doi]
PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas AutomaticamenteCláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Texeira, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2023: 269-281 [doi]
Link-based similarity measures for the classification of Web documentsPável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Nivio Ziviani. jasis, 57(2):208-221, 2006. [doi]
On the Impact of Academic Factors on Scholar Popularity: A Cross-Area StudyPablo Figueira, Gabriel Pacheco, Jussara M. Almeida, Marcos André Gonçalves. ercimdl 2015: 139-152 [doi]
Combining link-based and content-based methods for web document classificationPável Calado, Marco Cristo, Edleno Silva de Moura, Nivio Ziviani, Berthier A. Ribeiro-Neto, Marcos André Gonçalves. CIKM 2003: 394-401 [doi]
Practical Detection of Spammers and Content Promoters in Online Video Sharing SystemsFabrício Benevenuto, Tiago Rodrigues, Adriano Veloso, Jussara M. Almeida, Marcos André Gonçalves, Virgílio A. F. Almeida. tsmc, 42(3):688-701, 2012. [doi]
A comparative study of citations and links in document classificationThierson Couto, Marco Cristo, Marcos André Gonçalves, Pável Calado, Nivio Ziviani, Edleno Silva de Moura, Berthier A. Ribeiro-Neto. JCDL 2006: 75-84 [doi]
UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências BibliográficasSérgio D. Canuto, Guilherme Dal Bianco, Marcos André Gonçalves, Jussara M. Almeida, Thierson Couto. sbbd 2013: [doi]
Characterizing scholar popularity: A case study in the Computer Science research communityGlauber D. Gonçalves, Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves. JCDL 2014: 57-66 [doi]
Tuning Genetic Programming parameters with factorial designsElisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos André Gonçalves, Wagner Meira Jr.. cec 2010: 1-8 [doi]
SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methodsFilipe N. Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto. epjds, 5(1):23, 2016. [doi]
Characterizing Attention Cascades in WhatsApp GroupsJosemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida. WebSci 2019: 27-36 [doi]
A reinforcement learning approach for single redundant view co-training text classificationBruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém. isci, 615:24-38, 2022. [doi]
Sentiment-based influence detection on TwitterCarolina A. S. Bigonha, Thiago N. C. Cardoso, Mirella M. Moro, Marcos André Gonçalves, Virgílio A. F. Almeida. jbcs, 18(3):169-183, 2012. [doi]
Quality assessment of collaborative content with minimal informationDaniel Hasan Dalip, Harlley Lima, Marcos André Gonçalves, Marco Cristo, Pável Calado. JCDL 2014: 201-210 [doi]
A Two-Stage Machine learning approach for temporally-robust text classificationThiago Salles, Leonardo C. da Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.. is, 69:40-58, 2017. [doi]
A contextual analysis of the YouTube duplicate contentTiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2009: 23 [doi]
On cold start for associative tag recommendationEder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves. jasis, 67(1):83-105, 2016. [doi]
Demand-Driven Tag RecommendationGuilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani. pkdd 2010: 402-417 [doi]
An evolutionary approach for combining different sources of evidence in search enginesThomaz Philippe C. Silva, Edleno Silva de Moura, João M. B. Cavalcanti, Altigran Soares da Silva, Moisés G. de Carvalho, Marcos André Gonçalves. is, 34(2):276-289, 2009. [doi]
Constructing Geographic Digital Libraries using a Hypermedia FrameworkMarcos André Gonçalves, Claudia Bauzer Medeiros. mta, 8(3):341-356, 1999.
Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na WikipediaMaria I. M. Sumbana, Allan J. C. Silva, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa. sbbd 2012: 209-216 [doi]
Multimodal retrieval with relevance feedback based on genetic programmingRodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves. mta, 69(3):991-1019, 2014. [doi]
Recommender Systems Research: A Connection-Centric SurveySaverio Perugini, Marcos André Gonçalves, Edward A. Fox. jiis, 23(2):107-143, 2004. [doi]
A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data CharacteristicsReinaldo Silva Fortes, Alan R. R. de Freitas, Marcos André Gonçalves. ICEIS 2017: 623-633 [doi]
A Component-Based Digital Library Service for Finding Missing DocumentsRodrygo L. T. Santos, Allan J. C. Silva, Hugo S. Santos, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2007: 5-19 [doi]
Replica identification using genetic programmingMoisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva. SAC 2008: 1801-1806 [doi]
Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning PrinciplesBárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel Oliveira Prates, Marcos André Gonçalves. sbcjis, 13(1):313-334, November 2022. [doi]
Uma Abordagem Efetiva e Eficiente para Deduplicação de Metadados Bibliográficos de Objetos DigitaisEduardo N. Borges, Renata de Matos Galante, Marcos André Gonçalves. sbbd 2008: 76-90 [doi]
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic ModelingFelipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo C. da Rocha, Marcos André Gonçalves. wsdm 2019: 753-761 [doi]
Automatic Methods for Disambiguating Author Names in Bibliographic Data RepositoriesAnderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender. JCDL 2015: 297-298 [doi]
Automatic Hierarchical Categorization of Research Expertise Using Minimum InformationGustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender. ercimdl 2017: 103-115 [doi]
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text ClassificationSérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves. sigir 2019: 355-364 [doi]
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text ClassificationSérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa. tkde, 30(12):2242-2256, 2018. [doi]
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!"Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha 0001, Marcos André Gonçalves. ipm, 60(4):103336, 2023. [doi]
Analysis of vulnerability to facebook usersMichelle Hanne, Cristiano Silva, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2012: 335-342 [doi]
A source independent framework for research paper recommendationCristiano Nascimento, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves. JCDL 2011: 297-306 [doi]
What makes your opinion popular?: predicting the popularity of micro-reviews in foursquareMarisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves. SAC 2014: 598-603 [doi]
Intellectual dark web, alt-lite and alt-right: Are they really that different? a multi-perspective analysis of the textual content produced by contrariansBreno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos. snam, 14(1):32, December 2023. [doi]
Automatic query expansion based on tag recommendationVitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belém, Wladmir C. Brandão, Jussara M. Almeida, Nivio Ziviani, Marcos André Gonçalves. CIKM 2012: 1985-1989 [doi]
Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applicationsFabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa. CIKM 2010: 1793-1796 [doi]
Stacking Bagged and Boosted Forests for Effective Automated ClassificationRaphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves. sigir 2017: 105-114 [doi]
On Efficient Meta-Level Features for Effective Text ClassificationSérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo C. da Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins. CIKM 2014: 1709-1718 [doi]
Automatic quality assessment of content created collaboratively by web communities: a case study of wikipediaDaniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado. JCDL 2009: 295-304 [doi]
Exploiting Novelty and Diversity in Tag RecommendationFabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves. ecir 2013: 380-391 [doi]
On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific DomainIsac S. Ribeiro, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender. wsdm 2015: 189-198 [doi]
Calibrated lazy associative classificationAdriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Humberto Mossri de Almeida, Mohammed Javeed Zaki. isci, 181(13):2656-2670, 2011. [doi]
The impact of term selection in genre-aware focused crawlingGuilherme T. de Assis, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves. SAC 2008: 1158-1163 [doi]
Multi-evidence, multi-criteria, lazy associative document classificationAdriano Veloso, Wagner Meira Jr., Marco Cristo, Marcos André Gonçalves, Mohammed Javeed Zaki. CIKM 2006: 218-227 [doi]
Evaluating the Limits of the Current Evaluation Metrics for Topic ModelingAntônio Pereira De Souza Júnior, Felipe Viegas, Marcos André Gonçalves, Leonardo Rocha 0001. webmedia 2023: 119-127 [doi]
Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank MethodsGuilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida, Marcos André Gonçalves. sbbd 2012: 193-200 [doi]
Dissecting a Scholar Popularity Ranking into Different Knowledge AreasGabriel Pacheco, Pablo Figueira, Jussara M. Almeida, Marcos André Gonçalves. ercimdl 2016: 253-265 [doi]
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text ClassificationWashington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha 0001, Marcos André Gonçalves. ACM Comput. Surv., 55(13s), 2023. [doi]
Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual RepresentationsCláudio Moisés Valiense de Andrade, Marcos André Gonçalves. clef 2021: 2186-2192 [doi]
Exploiting relevance, novelty and diversity in tag recommendationFabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves. webmedia 2012: 297-300 [doi]
Learning to Rank using Query-Level RulesAdriano Veloso, Marcos André Gonçalves, Wagner Meira Jr., Humberto Mossri de Almeida. jidm, 1(3):567-582, 2010. [doi]
Assessing the quality of scientific conferences based on bibliographic citationsWaister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Nivio Ziviani. scientometrics, 83(1):133-155, 2010. [doi]
A Framework for Designing and Implementing the User Interface of a Geographic Digital LibraryJuliano Lopes de Oliveira, Marcos André Gonçalves, Claudia Bauzer Medeiros. jodl, 2(2-3):190-206, 1999. [doi]
Ranqueamento Supervisionado de Autores em Redes de Colaboração CientíficaPaulo J. L. Alvarenga, Marcos André Gonçalves, Daniel R. Figueiredo. sbbd 2012: 89-96 [doi]
"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce productsFabiano Muniz Belém, Rodrigo M. Silva, Cláudio Moisés Valiense de Andrade, Gabriel Person, Felipe Mingote, Raphael Ballet, Helton Alponti, Henrique P. de Oliveira, Jussara M. Almeida, Marcos André Gonçalves. ipm, 57(5):102289, 2020. [doi]
Diversity-driven learning for multimodal image retrieval with relevance feedbackRodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves. icip 2014: 2197-2201 [doi]
An unsupervised heuristic-based approach for bibliographic metadata deduplicationEduardo N. Borges, Moisés G. de Carvalho, Renata de Matos Galante, Marcos André Gonçalves, Alberto H. F. Laender. ipm, 47(5):706-718, 2011. [doi]
The rise of hyperprolific authors in computer science: characterization and implicationsEdré Moreira, Wagner Meira Jr., Marcos André Gonçalves, Alberto H. F. Laender. scientometrics, 128(5):2945-2974, May 2023. [doi]
On MultiView-Based Meta-learning for Automatic Quality Assessment of Wiki ArticlesDaniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado. ercimdl 2012: 234-246 [doi]
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official DiariesKattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves. jidm, 14(1), October 2023. [doi]
How to build high quality L2R training data: Unsupervised compression-based selective sampling for learning to rankRodrigo M. Silva, Guilherme C. M. Gomes, Mário S. Alvim, Marcos André Gonçalves. isci, 601:90-113, 2022. [doi]
Automatic Assessment of Document Quality in Web Collaborative Digital LibrariesDaniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado. jdiq, 2(3):14, 2011. [doi]
A generic Web-based entity resolution frameworkDenilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves. jasis, 62(5):919-932, 2011. [doi]
DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito GovernamentalVítor Mangaravite, Marcos Carvalho, Luiz Cantelli, Lucas M. Ponce, Bruno Campoi, Gabriel Nunes, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2021: 90-102 [doi]
Bag of textual graphs (BoTG): A general graph-based text representation modelÍcaro Cavalcante Dourado, Renata Galante, Marcos André Gonçalves, Ricardo da Silva Torres. jasis, 70(8):817-829, 2019. [doi]
Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag RecommendationFabiano Muniz Belém, Carolina S. Batista, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves. tist, 7(3):26, 2016. [doi]
A Two-stage active learning method for learning to rankRodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso. jasis, 65(1):109-128, 2014. [doi]
Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained ApproachAmir Khatibi, Fabiano Belém, Ana P. Silva, Dennis E. Shasha, Marcos André Gonçalves. icwsm 2018: 636-639 [doi]
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official DocumentsFabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves. jidm, 14(1), October 2023. [doi]
Combining domain-specific heuristics for author name disambiguationAlan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira. JCDL 2014: 173-182 [doi]
Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random ForestsClebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles. sigir 2016: 95-104 [doi]
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel ComputingSérgio D. Canuto, Marcos André Gonçalves, Wisllay Santos, Thierson Rosa, Wellington Martins. sigir 2015: 333-342 [doi]
A Heuristic-based Hierarchical Clustering Method for Author Name Disambiguation in Digital LibrariesRicardo G. Cota, Marcos André Gonçalves, Alberto H. F. Laender. sbbd 2007: 20-34 [doi]
A Feature-Oriented Sentiment Rating for Mobile App ReviewsWashington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton Carvalho, Marcos André Gonçalves, Leonardo C. da Rocha. WWW 2018: 1909-1918 [doi]
A Genetic Programming approach for feature selection in highly dimensional skewed dataFelipe Viegas, Leonardo C. da Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin. ijon, 273:554-569, 2018. [doi]
BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e BoostingRaphael R. Campos, Marcos André Gonçalves. sbbd 2016: 127-132 [doi]
A genealogy of the work of collector: The document and its imageMyriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles. dh 2015: 299-306 [doi]
Tackling Temporal Effects in Automatic Document ClassificationThiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo C. da Rocha, Marcos André Gonçalves. jidm, 2(3):417-432, 2011. [doi]
A Multi-view Approach for the Quality Assessment of Wiki ArticlesDaniel Hasan Dalip, Marcos André Gonçalves, Thiago N. C. Cardoso, Marco Cristo, Pável Calado. jidm, 3(1):73, 2012. [doi]
Image Aesthetics and its Effects on Product Clicks in E-Commerce SearchFabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves. sigir 2019: [doi]
A gender based study of tagging behavior in twitterEvandro Cunha, Gabriel Magno, Virgilio Almeida, Marcos André Gonçalves, Fabrício Benevenuto. ht 2012: 323-324 [doi]
Analysis of the User Experience with a Multiperspective Tool for Explainable Machine Learning in Light of Interactive PrinciplesBárbara Gabrielle C. O. Lopes, Liziane S. Soares, Raquel O. Prates, Marcos André Gonçalves. ihc 2021: [doi]
Risk-Sensitive Deep Neural Learning to RankPedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves. sigir 2022: 803-813 [doi]
Incremental Unsupervised Name Disambiguation in Cleaned Digital LibrariesAna Paula de Carvalho, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves. jidm, 2(3):289-304, 2011. [doi]
Polarity analysis of micro reviews in foursquareFelipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2013: 113-120 [doi]
Reducing Fragmentation in Incremental Author Name DisambiguationLuciano Vilas Boas Esperidião, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves, David Menotti Gomes, Andrea Iabrudi Tavares, Guilherme Tavares de Assis. jidm, 5(3):293-307, 2014. [doi]
A brief survey of automatic methods for author name disambiguationAnderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender. SIGMOD, 41(2):15-26, 2012. [doi]
A formal approach for the specification of digital complex objectsTiciana Oniki Toffoli, Nádia Puchalski Kozievitch, Marcos André Gonçalves, Ricardo da Silva Torres. webmedia 2013: 125-132 [doi]
Self-training author name disambiguation for information scarce scenariosAnderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender. jasis, 65(6):1257-1278, 2014. [doi]
Active Learning Genetic programming for record deduplicationJunio de Freitas, Gisele L. Pappa, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura, Adriano Veloso, Alberto H. F. Laender, Moisés G. de Carvalho. cec 2010: 1-8 [doi]
Cost-effective on-demand associative author name disambiguationAdriano Veloso, Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender, Wagner Meira Jr.. ipm, 48(4):680-697, 2012. [doi]
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modelingFelipe Viegas, Antônio Pereira, Pablo Cecilio, Elisa Tuler, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha 0001. scientometrics, 127(8):5005-5026, 2022. [doi]
Exploiting Genre in Focused CrawlingGuilherme T. de Assis, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva. spire 2007: 62-73 [doi]
Multimodal Image Geocoding: The 2013 RECOD's ApproachLin Tzy Li, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Daniel Carlos Guimarães Pedronette, Marcos André Gonçalves, Ricardo da Silva Torres. mediaeval 2013: [doi]
Streams, Structures, Spaces,Scenarios, and Societies (5S): A Formal Digital Library Framework and Its ApplicationsMarcos André Gonçalves. PhD thesis, Virginia Tech, Blacksburg, VA, USA, 2004. [doi]
A survey on tag recommendation methodsFabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves. jasis, 68(4):830-844, 2017. [doi]
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment AnalysisSérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto. wsdm 2016: 53-62 [doi]
BDBComp: building a digital library for the Brazilian computer science communityAlberto H. F. Laender, Marcos André Gonçalves, Pablo A. Roberto. JCDL 2004: 23-24 [doi]
BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated ClassificationThiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo C. da Rocha. sigir 2015: 353-362 [doi]
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classificationFelipe Viegas, Leonardo C. da Rocha, Elaine Resende, Thiago Salles, Wellignton Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves. ijon, 307:153-171, 2018. [doi]
Exploiting temporal contexts in text classificationLeonardo C. da Rocha, Fernando Mourão, Adriano M. Pereira, Marcos André Gonçalves, Wagner Meira Jr.. CIKM 2008: 243-252 [doi]
Improving random forests by neighborhood projection for effective text classificationThiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo C. da Rocha. is, 77:1-21, 2018. [doi]
A tool for generating synthetic authorship records for evaluating author name disambiguation methodsAnderson A. Ferreira, Marcos André Gonçalves, Jussara M. Almeida, Alberto H. F. Laender, Adriano Veloso. isci, 206:42-62, 2012. [doi]
Word co-occurrence features for text classificationFábio Figueiredo, Leonardo C. da Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.. is, 36(5):843-858, 2011. [doi]
PaMS: A component-based service for finding the missing full text of articles cataloged in a digital libraryRodrygo L. T. Santos, Alberto H. F. Laender, Marcos André Gonçalves, Allan J. C. Silva, Hugo S. Santos. is, 35(5):544-556, 2010. [doi]
Tuning large scale deduplication with reduced effortGuilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves. ssdbm 2013: 18 [doi]
Automatic Document Classification Temporally RobustThiago Salles, Leonardo C. da Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.. jidm, 1(2):199-212, 2010. [doi]
Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendationFabiano Muniz Belém, André G. Heringer, Jussara M. Almeida, Marcos André Gonçalves. ipm, 56(3):771-790, 2019. [doi]
Automatic Selection of Training Examples for a Record Deduplication Method Based on Genetic ProgrammingGabriel Silva Gonçalves, Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves. jidm, 1(2):213-228, 2010. [doi]
5SQual: a quality assessment tool for digital librariesBárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox. JCDL 2007: 513 [doi]
Parallel rule-based selective sampling and on-demand learning to rankMateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves. concurrency, 31(18), 2019. [doi]
WCL2R: A Benchmark Collection for Learning to Rank Research with Clickthrough DataOtávio D. A. Alcåntara, Álvaro R. Pereira Jr., Humberto Mossri de Almeida, Marcos André Gonçalves, Christian Middleton, Ricardo A. Baeza-Yates. jidm, 1(3):551-566, 2010. [doi]
Computing block importance for searching on web sitesDavid Fernandes, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves. CIKM 2007: 165-174 [doi]
Learning to assess the quality of scientific conferences: a case study in computer scienceWaister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Gisele L. Pappa. JCDL 2009: 193-202 [doi]
Learning to deduplicateMoisés G. de Carvalho, Marcos André Gonçalves, Alberto H. F. Laender, Altigran Soares da Silva. JCDL 2006: 41-50 [doi]
Characterizing and Understanding Temporal Effects in COVID-19 DataBruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Virginia Mara Reis Gomes, Maira Viana Rego Souza-Silva, Cláudio Moisés Valiense de Andrade, Milena Soriano Marcolino, Marcos André Gonçalves. icml 2022: 33-40 [doi]
Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image RetrievalRodrigo Tripodi Calumby, Iago Breno Alves do Carmo Araujo, Felipe Souza Cordeiro, Fabiana Bertoni, Sérgio D. Canuto, Fabiano Belém, Marcos André Gonçalves, Ícaro C. Dourado, Javier Munoz, Lin Li, Ricardo da Silva Torres. mediaeval 2017: [doi]
A Genetic Programming Approach to Record DeduplicationMoisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva. tkde, 24(3):399-412, 2012. [doi]
Evaluation of parameters for combining multiple textual sources of evidence for Web image retrieval using genetic programmingPatricia Correia Saraiva, João M. B. Cavalcanti, Marcos André Gonçalves, Katia C. Lage dos Santos, Edleno Silva de Moura, Ricardo da Silva Torres. jbcs, 19(2):147-160, 2013. [doi]
Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generationLuiz Felipe Gonçalves Magalhães, Marcos André Gonçalves, Sérgio Daniel Canuto, Daniel Hasan Dalip, Marco Cristo, Pável Calado. eswa, 132:226-238, 2019. [doi]
Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor SearchJavier Alvaro Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, Ricardo da Silva Torres. PR, 96, 2019. [doi]
A combined component approach for finding collection-adapted ranking functions based on genetic programmingHumberto Mossri de Almeida, Marcos André Gonçalves, Marco Cristo, Pável Calado. sigir 2007: 399-406 [doi]
Automatic Generation of Initial Reading Lists: Requirements and SolutionsPablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves. JCDL 2019: 1-10 [doi]
Evaluation of users access and navigation profiles on web video sharing environmentsFabrício Benevenuto, Adriano M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves. webmedia 2009: 31 [doi]
A quantitative analysis of the temporal effects on automatic text classificationThiago Salles, Leonardo C. da Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas. jasis, 67(7):1639-1667, 2016. [doi]
A general multiview framework for assessing the quality of collaboratively created content on web 2.0Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado. jasis, 68(2):286-308, 2017. [doi]
On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance PredictionChristian Gomes, Marcos André Gonçalves, Leonardo Rocha 0001, Sérgio D. Canuto. acl 2021: 4003-4014 [doi]
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender SystemsReinaldo Silva Fortes, Anísio Lacerda, Alan R. R. de Freitas, Carlos Bruckner, Dayanne Coelho, Marcos André Gonçalves. um 2018: 311-316 [doi]
Multi-label Lazy Associative ClassificationAdriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki. pkdd 2007: 605-612 [doi]
TrendLearner: Early prediction of popularity trends of user generated contentFlavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto. isci, 349-350:172-187, 2016. [doi]
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, JCDL 2018, Fort Worth, TX, USA, June 03-07, 2018Jiangping Chen, Marcos André Gonçalves, Jeff M. Allen, Edward A. Fox, Min-Yen Kan, Vivien Petras, editors, ACM, 2018. [doi]
Adaptive spammer detection at the source networkPedro Henrique B. Las-Casas, Dorgival Guedes, Jussara M. Almeida, Artur Ziviani, Marcos André Gonçalves, Humberto T. Marques Neto. globecom 2013: 1434-1439 [doi]
Noticing the other gender on Google+Diego Couto de Las Casas, Gabriel Magno, Evandro Cunha, Marcos André Gonçalves, César Cambraia, Virgilio Almeida. WebSci 2014: 156-160 [doi]
A Soft Computing Approach for Learning to Aggregate RankingsJavier Alvaro Vargas Muñoz, Ricardo da Silva Torres, Marcos André Gonçalves. CIKM 2015: 83-92 [doi]
Remoção de Ambiguidades na Identificação de Autoria de Objetos BibliográficosJean W. A. Oliveira, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2005: 205-219 [doi]
Associative tag recommendation exploiting multiple textual featuresFabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves. sigir 2011: 1033-1042 [doi]
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental FieldMarcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno B. M. Paiva, Alberto H. F. Laender, Marcos André Gonçalves. bigdataconf 2022: 2206-2213 [doi]
Learning to advertiseAnísio Lacerda, Marco Cristo, Marcos André Gonçalves, Weiguo Fan, Nivio Ziviani, Berthier A. Ribeiro-Neto. sigir 2006: 549-556 [doi]
Time-Aware Ranking in Sport Social NetworksPéterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo. jidm, 3(3):195-210, 2012. [doi]
Relevance feedback based on genetic programming for image retrievalCristiano D. Ferreira, J. A. Santos, Ricardo da Silva Torres, Marcos André Gonçalves, Rodrigo Carvalho Rezende, Weiguo Fan. prl, 32(1):27-37, 2011. [doi]
A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce informationGustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender. jodl, 21(1):61-73, 2020. [doi]
The LExR Collection for Expertise Retrieval in AcademiaVitor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos André Gonçalves, Alberto H. F. Laender. sigir 2016: 721-724 [doi]
Understanding temporal aspects in document classificationFernando Mourão, Leonardo C. da Rocha, Renata Braga Araújo, Thierson Couto, Marcos André Gonçalves, Wagner Meira Jr.. wsdm 2008: 159-170 [doi]
Topic diversity in tag recommendationFabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves. recsys 2013: 141-148 [doi]
Exploiting semantic relationships for unsupervised expansion of sentiment lexiconsFelipe Viegas, Mário S. Alvim, Sérgio D. Canuto, Thierson Rosa, Marcos André Gonçalves, Leonardo C. da Rocha. is, 94:101606, 2020. [doi]
The Metric Dilemma: Competence-Conscious Associative ClassificationAdriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves. sdm 2009: 918-929 [doi]
GPU-NB: A Fast CUDA-Based Implementation of Naïve BayesGuilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo C. da Rocha, Marcos André Gonçalves, Renato Ferreira. sbac-pad 2013: 168-175 [doi]
Effective self-training author name disambiguation in scholarly digital librariesAnderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender. JCDL 2010: 39-48 [doi]
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text ClassificationLuiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo C. da Rocha, Thierson Couto Rosa, Wellington Martins. CIKM 2020: 1125-1134 [doi]
G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNNLeonardo C. da Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira. SAC 2015: 1335-1338 [doi]
Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank Methods in the LETOR BenchmarksGuilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara M. Almeida, Marcos André Gonçalves. jidm, 4(1):57-66, 2013. [doi]
Semantically-Enhanced Topic ModelingFelipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo C. da Rocha, Marcos André Gonçalves. CIKM 2018: 893-902 [doi]
Temporally-aware algorithms for document classificationThiago Salles, Leonardo C. da Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves. sigir 2010: 307-314 [doi]
RECOD @ Placing Task of MediaEval 2015Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes-Junior, Luis A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres. mediaeval 2015:
Geographical classification of documents using evidence from WikipediaRafael Odon de Alencar, Clodoveu Augusto Davis Jr., Marcos André Gonçalves. gir 2010: [doi]
Video Pollution on the WebFabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves, Keith W. Ross. firstmonday, 15(4), 2010. [doi]
Intelligent fusion of structural and citation-based evidence for text classificationBaoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado. sigir 2005: 667-668 [doi]
The networked digital library of theses and dissertations: Changes in the university communityEdward A. Fox, Marcos André Gonçalves, Gail McMillan, John L. Eaton, Anthony Atkins, Neill A. Kipp. jche, 13(2):102-124, 2002. [doi]
CluHTM - Semantic Hierarchical Topic Modeling based on CluWordsFelipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira, Leonardo C. da Rocha, Marcos André Gonçalves. acl 2020: 8138-8150 [doi]
Combining Classifiers and User Feedback for Disambiguating Author NamesEmília A. de Souza, Anderson A. Ferreira, Marcos André Gonçalves. JCDL 2015: 259-260 [doi]
Estimating the Credibility of Examples in Automatic Document ClassificationJoão R. de M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.. jidm, 1(3):439-454, 2010. [doi]
A Comparative Study of Learning-to-Rank Techniques for Tag RecommendationSérgio D. Canuto, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves. jidm, 4(3):453-468, 2013. [doi]
Early Prediction of Scholar PopularityMasoumeh Nezhadbiglari, Marcos André Gonçalves, Jussara M. Almeida. JCDL 2016: 181-190 [doi]
On the Presence of Abusive Language in Mis/DisinformationBreno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos. socinfo 2022: 292-304 [doi]
Compression-Based Selective Sampling for Learning to RankRodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mário S. Alvim, Marcos André Gonçalves. CIKM 2016: 247-256 [doi]
A Web services-based framework for building componentized digital librariesRodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender. jss, 81(5):809-822, 2008. [doi]
Diversity-based interactive learning meets multimodalityRodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres. ijon, 259:159-175, 2017. [doi]
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learningGuilherme Dal Bianco, Denio Duarte, Marcos André Gonçalves. jiis, 61(2):453-472, October 2023. [doi]
Evaluating a digital library self-archiving service: The BDBComp user case studyLena Veiga e Silva, Marcos André Gonçalves, Alberto H. F. Laender. ipm, 43(4):1103-1120, 2007. [doi]
GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applicationsSaulo M. R. Ricci, Dilson A. Guimarães, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves, Raquel Oliveira Prates. sigir 2011: 1279-1280 [doi]
An evolutionary approach to complex schema matchingMoisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva. is, 38(3):302-316, 2013. [doi]
A relevance feedback approach for the author name disambiguation problemThiago A. Godoi, Ricardo da Silva Torres, Ariadne M. B. R. Carvalho, Marcos André Gonçalves, Anderson A. Ferreira, Weiguo Fan, Edward A. Fox. JCDL 2013: 209-218 [doi]
Polarity Detection of Foursquare TipsFelipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Daniel Hasan Dalip, Jussara M. Almeida, Marcos André Gonçalves. socinfo 2013: 153-162 [doi]
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado AtivoKattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2021: 304-316 [doi]
Uma Biblioteca Digital Georreferenciada para Dados EcológicosEvandrino G. Barros, Ligiane A. de Souza, Ricardo G. Cota, Karla A. V. Borges, Alberto H. F. Laender, Marcos André Gonçalves, Francisco A. R. Barbosa. sbbd 2005: 175-189 [doi]
Personal digital library: pim through a 5s perspectiveYi Ma, Edward A. Fox, Marcos André Gonçalves. CIKM 2007: 117-124 [doi]
Active associative sampling for author name disambiguationAnderson A. Ferreira, Rodrigo Silva, Marcos André Gonçalves, Adriano Veloso, Alberto H. F. Laender. JCDL 2012: 175-184 [doi]
The Impact of Parameters Setup on a Genetic Programming Approach to Record DeduplicationMoisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Thiago C. Porto. sbbd 2008: 91-105 [doi]
On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directionsRodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres. ijon, 208:3-24, 2016. [doi]
Ranked batch-mode active learningThiago N. C. Cardoso, Rodrigo M. Silva, Sérgio D. Canuto, Mirella M. Moro, Marcos André Gonçalves. isci, 379:313-337, 2017. [doi]
Towards a Formal Theory for Complex Objects and Content-Based Image RetrievalNádia P. Kozievitch, Jurandy Almeida, Ricardo da Silva Torres, Neucimar J. Leite, Marcos André Gonçalves, Uma Murthy, Edward A. Fox. jidm, 2(3):321-336, 2011. [doi]
A Multi-view Approach for Detecting Non-Cooperative Users in Online Video Sharing SystemsHendrickson Reiter Langbehn, Saulo M. R. Ricci, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa, Fabrício Benevenuto. jidm, 1(3):313-328, 2010. [doi]
NetClass: A network-based relational model for document classificationFernando Mourão, Leonardo C. da Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy 0001, Wagner Meira Jr.. isci, 469:60-78, 2018. [doi]
Characterizing use and quality of textual attributes in Web 2.0 applicationsFlavio Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes, Edleno Silva de Moura, Virgilio Almeida, Marco Cristo. webmedia 2009: 9 [doi]
Information Retrieval Research at UFMGNivio Ziviani, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Adriano Veloso. jidm, 2(2):77-92, 2011. [doi]
A framework for unexpectedness evaluation in recommendationThiago Silveira, Leonardo C. da Rocha, Fernando Mourão, Marcos André Gonçalves. SAC 2017: 1662-1667 [doi]
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos OficiaisFabiano Muniz Belém, Marcelo Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves. sbbd 2021: 292-303 [doi]
An OAI-Based Filtering Service for CITIDEL from NDLTDBaoping Zhang, Marcos André Gonçalves, Edward A. Fox. ICADL 2003: 590-601 [doi]
How you post is who you are: characterizing google+ status updates across social groupsEvandro Cunha, Gabriel Magno, Marcos André Gonçalves, César Cambraia, Virgilio Almeida. ht 2014: 212-217 [doi]
Schema Mapper: A Visualization Tool for Digital Library IntegrationAnanth Raghavan, Divya Rangarajan, Rao Shen, Marcos André Gonçalves, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox. tcdl, 2(1), 2005. [doi]
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective samplingWashington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo C. da Rocha. ipm, 57(4):102263, 2020. [doi]
Scenario-Based Generation of Digital Library ServicesRohit Kelapure, Marcos André Gonçalves, Edward A. Fox. ercimdl 2003: 263-275
A practical and effective sampling selection strategy for large scale deduplicationGuilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves, Sérgio D. Canuto. icde 2016: 1518-1519 [doi]
Analyzing the impact of churn and malicious behavior on the quality of peer-to-peer web searchFabiano Atalla, Daniel Miranda, Jussara M. Almeida, Marcos André Gonçalves, Virgilio Almeida. SAC 2008: 1137-1144 [doi]
Using early view patterns to predict the popularity of youtube videosHenrique Pinto, Jussara M. Almeida, Marcos André Gonçalves. wsdm 2013: 365-374 [doi]
A multimodal query expansion based on genetic programming for visually-oriented e-commerce applicationsPatricia Correia Saraiva, João M. B. Cavalcanti, Edleno Silva de Moura, Marcos André Gonçalves, Ricardo da Silva Torres. ipm, 52(5):783-800, 2016. [doi]
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes MellitusThiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimarães, Adalberto Penna, Isabela Lee, Tayane A. Soares, Sophia Rolim, Rossana Cunha, Celso França, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos André Gonçalves, Rodrigo Bastos Fóscolo, Adriana Pagano. ranlp 2021: 234-243 [doi]
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature SelectionDaniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins. tois, 37(2), 2019. [doi]
A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital LibrariesBaoping Zhang, Weiguo Fan, Yuxin Chen, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado. In Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani, editors, Soft Computing in Web Information Retrieval - Models and Applications. Volume 197 of Studies in Fuzziness and Soft Computing, pages 65-83, 2006. [doi]
Fine-grained tourism prediction: Impact of social and environmental featuresAmir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves. ipm, 57(2):102057, 2020. [doi]
Characterization and Analysis of User Profiles in Online Video Sharing SystemsFabrício Benevenuto, Adriano M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves. jidm, 1(2):261-276, 2010. [doi]
10SENT: A stable sentiment analysis method based on the combination of off-the-shelf approachesPhilipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto. jasis, 70(3):242-255, 2019. [doi]
Personalized and object-centered tag recommendation methods for Web 2.0 applicationsFabiano Muniz Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves. ipm, 50(4):524-553, 2014. [doi]

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