Marcos André Gonçalves


2001

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Building Interoperable Digital Library Services: MARIAN, Open Archives and NDLTD
Edward A. Fox | Robert K. France | Marcos André Gonçalves | Hussein Suleman
SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, September 9-13, 2001, New Orleans, Louisiana, USA

2002

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Java MARIAN: From an OPAC to a Modern Digital Library System
Marcos André Gonçalves | Paul Mather | Jun Wang | Ye Zhou | Ming Luo | Ryan Richardson | Rao Shen | Liang Xu | Edward A. Fox
String Processing and Information Retrieval, 9th International Symposium, SPIRE 2002, Lisbon, Portugal, September 11-13, 2002, Proceedings

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Web-DL: an experience in building digital libraries from the web
Pável Calado | Altigran Soares da Silva | Berthier A. Ribeiro-Neto | Alberto H. F. Laender | Juliano Palmieri Lage | Davi de Castro Reis | Pablo A. Roberto | Monique V. Vieira | Marcos André Gonçalves | Edward A. Fox
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

2003

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Combining link-based and content-based methods for web document classification
Pável Calado | Marco Cristo | Edleno Silva de Moura | Nivio Ziviani | Berthier A. Ribeiro-Neto | Marcos André Gonçalves
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003

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Harvesting: Broadening the Field of Distributed Information Retrieval
Edward A. Fox | Marcos André Gonçalves | Ming Luo | Yuxin Chen | Aaron Krowne | Baoping Zhang | Kate McDevitt | Manuel A. Pérez-Quiñones | Ryan Richardson | Lillian N. Cassel
Distributed Multimedia Information Retrieval, SIGIR 2003 Workshop on Distributed Information Retrieval, Toronto, Canada, August 1, 2003, Revised Selected and Invited Papers

2004

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Combining structural and citation-based evidence for text classification
Baoping Zhang | Marcos André Gonçalves | Weiguo Fan | Yuxin Chen | Edward A. Fox | Pável Calado | Marco Cristo
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

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Streams, structures, spaces, scenarios, societies (5s): A formal model for digital libraries
Marcos André Gonçalves | Edward A. Fox | Layne T. Watson | Neill A. Kipp
2004 Volume 22 Issue 2

2005

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A new framework to combine descriptors for content-based image retrieval
Ricardo da Silva Torres | Alexandre X. Falcão | Baoping Zhang | Weiguo Fan | Edward A. Fox | Marcos André Gonçalves | Pável Calado
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Intelligent GP fusion from multiple sources for text classification
Baoping Zhang | Yuxin Chen | Weiguo Fan | Edward A. Fox | Marcos André Gonçalves | Marco Cristo | Pável Calado
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Intelligent fusion of structural and citation-based evidence for text classification
Baoping Zhang | Yuxin Chen | Weiguo Fan | Edward A. Fox | Marcos André Gonçalves | Marco Cristo | Pável Calado
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2006

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Multi-evidence, multi-criteria, lazy associative document classification
Adriano Veloso | Wagner Meira Jr. | Marco Cristo | Marcos André Gonçalves | Mohammed Javeed Zaki
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

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Learning to advertise
Anísio Lacerda | Marco Cristo | Marcos André Gonçalves | Weiguo Fan | Nivio Ziviani | Berthier A. Ribeiro-Neto
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

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Link-based similarity measures for the classification of Web documents
Pável Calado | Marco Cristo | Marcos André Gonçalves | Edleno Silva de Moura | Berthier A. Ribeiro-Neto | Nivio Ziviani
2006 Volume 57 Issue 2

2007

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Exploiting Genre in Focused Crawling
Guilherme T. de Assis | Alberto H. F. Laender | Marcos André Gonçalves | Altigran Soares da Silva
String Processing and Information Retrieval, 14th International Symposium, SPIRE 2007, Santiago, Chile, October 29-31, 2007, Proceedings

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Computing block importance for searching on web sites
David Fernandes de Oliveira | Edleno Silva de Moura | Berthier A. Ribeiro-Neto | Altigran Soares da Silva | Marcos André Gonçalves
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

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A combined component approach for finding collection-adapted ranking functions based on genetic programming
Humberto Mossri de Almeida | Marcos André Gonçalves | Marco Cristo | Pável Calado
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Personal digital library: pim through a 5s perspective
Yi Ma | Edward A. Fox | Marcos André Gonçalves
Proceedings of the First Ph.D. Workshop in CIKM, PIKM 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007

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"What is a good digital library?" - A quality model for digital libraries
Marcos André Gonçalves | Bárbara Lagoeiro Moreira | Edward A. Fox | Layne T. Watson
2007 Volume 43 Issue 5

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Evaluating a digital library self-archiving service: The BDBComp user case study
Lena Veiga e Silva | Marcos André Gonçalves | Alberto H. F. Laender
2007 Volume 43 Issue 4

2008

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Exploiting temporal contexts in text classification
Leonardo Rocha | Fernando Mourão | Adriano C. M. Pereira | Marcos André Gonçalves | Wagner Meira Jr.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Learning to rank at query-time using association rules
Adriano Veloso | Humberto Mossri de Almeida | Marcos André Gonçalves | Wagner Meira Jr.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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From concepts to implementation and visualization: tools from a team-based approach to ir
Uma Murthy | Ricardo da Silva Torres | Edward A. Fox | Logambigai Venkatachalam | Seungwon Yang | Marcos André Gonçalves
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Understanding temporal aspects in document classification
Fernando Mourão | Leonardo Rocha | Renata Braga Araújo | Thierson Couto | Marcos André Gonçalves | Wagner Meira Jr.
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

2009

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On-Demand Associative Cross-Language Information Retrieval
André Pinto Geraldo | Viviane Pereira Moreira | Marcos André Gonçalves
String Processing and Information Retrieval, 16th International Symposium, SPIRE 2009, Saariselkä, Finland, August 25-27, 2009, Proceedings

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Evidence of quality of textual features on the web 2.0
Flavio V. D. de Figueiredo | Fabiano Belém | Henrique Pinto | Jussara M. Almeida | Marcos André Gonçalves | David Fernandes de Oliveira | Edleno Silva de Moura | Marco Cristo
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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Detecting spammers and content promoters in online video social networks
Fabrício Benevenuto | Tiago Rodrigues | Virgílio A. F. Almeida | Jussara M. Almeida | Marcos André Gonçalves
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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A flexible approach for extracting metadata from bibliographic citations
Eli Cortez | Altigran Soares da Silva | Marcos André Gonçalves | Filipe de Sá Mesquita | Edleno Silva de Moura
2009 Volume 60 Issue 6

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A Genre-Aware Approach to Focused Crawling
Guilherme T. de Assis | Alberto H. F. Laender | Marcos André Gonçalves | Altigran Soares da Silva
2009 Volume 12 Issue 3

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Finding what is missing from a digital library: A case study in the Computer Science field
Allan J. C. Silva | Marcos André Gonçalves | Alberto H. F. Laender | Marco A. B. Modesto | Marco Cristo | Nivio Ziviani
2009 Volume 45 Issue 3

2010

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Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications
Fabiano Muniz Belém | Eder Ferreira Martins | Jussara Marques de Almeida | Marcos André Gonçalves | Gisele L. Pappa
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Temporally-aware algorithms for document classification
Thiago Salles | Leonardo Rocha | Gisele L. Pappa | Fernando Mourão | Wagner Meira Jr. | Marcos André Gonçalves
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Learning to rank for content-based image retrieval
Fábio Augusto Faria | Adriano Veloso | Humberto Mossri de Almeida | Eduardo Valle | Ricardo da Silva Torres | Marcos André Gonçalves | Wagner Meira Jr.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010

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Geographical classification of documents using evidence from Wikipedia
Rafael Odon de Alencar | Clodoveu A. Davis Jr. | Marcos André Gonçalves
Proceedings of the 6th Workshop on Geographic Information Retrieval, GIR 2010, Zurich, Switzerland, February 18-19, 2010

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Classifying documents with link-based bibliometric measures
Thierson Couto | Nivio Ziviani | Pável Calado | Marco Cristo | Marcos André Gonçalves | Edleno Silva de Moura | Wladmir C. Brandão
2010 Volume 13 Issue 4

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An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations
Ricardo G. Cota | Anderson A. Ferreira | Cristiano Nascimento | Marcos André Gonçalves | Alberto H. F. Laender
2010 Volume 61 Issue 9

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Using structural information to improve search in Web collections
Edleno Silva de Moura | David Fernandes de Oliveira | Berthier A. Ribeiro-Neto | Altigran Soares da Silva | Marcos André Gonçalves
2010 Volume 61 Issue 12

2011

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Associative tag recommendation exploiting multiple textual features
Fabiano Belém | Eder Ferreira Martins | Tatiana Pontes | Jussara M. Almeida | Marcos André Gonçalves
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications
Saulo M. R. Ricci | Dilson Almeida Guimarães | Fabiano Muniz Belém | Jussara M. Almeida | Marcos André Gonçalves | Raquel Oliveira Prates
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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A generic Web-based entity resolution framework
Denilson Alves Pereira | Berthier A. Ribeiro-Neto | Nivio Ziviani | Alberto H. F. Laender | Marcos André Gonçalves
2011 Volume 62 Issue 5

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An unsupervised heuristic-based approach for bibliographic metadata deduplication
Eduardo N. Borges | Moisés G. de Carvalho | Renata de Matos Galante | Marcos André Gonçalves | Alberto H. F. Laender
2011 Volume 47 Issue 5

2012

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Automatic query expansion based on tag recommendation
Vitor Campos de Oliveira | Guilherme de Castro Mendes Gomes | Fabiano Belém | Wladmir C. Brandão | Jussara M. Almeida | Nivio Ziviani | Marcos André Gonçalves
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Cost-effective on-demand associative author name disambiguation
Adriano Veloso | Anderson A. Ferreira | Marcos André Gonçalves | Alberto H. F. Laender | Wagner Meira Jr.
2012 Volume 48 Issue 4

2013

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Exploiting Novelty and Diversity in Tag Recommendation
Fabiano Belém | Eder Ferreira Martins | Jussara M. Almeida | Marcos André Gonçalves
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

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Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow
Daniel Hasan Dalip | Marcos André Gonçalves | Marco Cristo | Pável Calado
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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Using early view patterns to predict the popularity of youtube videos
Henrique Pinto | Jussara M. Almeida | Marcos André Gonçalves
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

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Assessing the quality of textual features in social media
Flavio V. D. de Figueiredo | Henrique Pinto | Fabiano Belém | Jussara M. Almeida | Marcos André Gonçalves | David Fernandes de Oliveira | Edleno Silva de Moura
2013 Volume 49 Issue 1

2014

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On Efficient Meta-Level Features for Effective Text Classification
Sérgio D. Canuto | Thiago Salles | Marcos André Gonçalves | Leonardo Rocha | Gabriel Spada Ramos | Luiz Gonçalves | Thierson Couto Rosa | Wellington Santos Martins
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Self-training author name disambiguation for information scarce scenarios
Anderson A. Ferreira | Adriano Veloso | Marcos André Gonçalves | Alberto H. F. Laender
2014 Volume 65 Issue 6

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A Two-stage active learning method for learning to rank
Rodrigo M. Silva | Marcos André Gonçalves | Adriano Veloso
2014 Volume 65 Issue 1

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Personalized and object-centered tag recommendation methods for Web 2.0 applications
Fabiano Muniz Belém | Eder Ferreira Martins | Jussara M. Almeida | Marcos André Gonçalves
2014 Volume 50 Issue 4

2015

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A Soft Computing Approach for Learning to Aggregate Rankings
Javier Alvaro Vargas Muñoz | Ricardo da Silva Torres | Marcos André Gonçalves
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification
Felipe Viegas | Marcos André Gonçalves | Wellington Martins | Leonardo Rocha
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing
Sérgio D. Canuto | Marcos André Gonçalves | Wisllay M. V. dos Santos | Thierson Couto Rosa | Wellington Martins
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification
Thiago Salles | Marcos André Gonçalves | Victor Rodrigues | Leonardo Rocha
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain
Isac S. Ribeiro | Rodrygo L. T. Santos | Marcos André Gonçalves | Alberto H. F. Laender
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

2016

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Compression-Based Selective Sampling for Learning to Rank
Rodrigo M. Silva | Guilherme de Castro Mendes Gomes | Mário S. Alvim | Marcos André Gonçalves
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank
Daniel Xavier de Sousa | Sérgio Daniel Canuto | Thierson Couto Rosa | Wellington Santos Martins | Marcos André Gonçalves
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests
Clebson C. A. de Sá | Marcos André Gonçalves | Daniel Xavier de Sousa | Thiago Salles
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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The LExR Collection for Expertise Retrieval in Academia
Vítor Mangaravite | Rodrygo L. T. Santos | Isac S. Ribeiro | Marcos André Gonçalves | Alberto H. F. Laender
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis
Sérgio D. Canuto | Marcos André Gonçalves | Fabrício Benevenuto
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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A quantitative analysis of the temporal effects on automatic text classification
Thiago Salles | Leonardo Rocha | Marcos André Gonçalves | Jussara M. Almeida | Fernando Mourão | Wagner Meira Jr. | Felipe Viegas
2016 Volume 67 Issue 7

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On cold start for associative tag recommendation
Eder Ferreira Martins | Fabiano Muniz Belém | Jussara M. Almeida | Marcos André Gonçalves
2016 Volume 67 Issue 1

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Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag Recommendation
Fabiano Muniz Belém | Carolina S. Batista | Rodrygo L. T. Santos | Jussara M. Almeida | Marcos André Gonçalves
2016 Volume 7 Issue 3

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A multimodal query expansion based on genetic programming for visually-oriented e-commerce applications
Patricia Correia Saraiva | João M. B. Cavalcanti | Edleno Silva de Moura | Marcos André Gonçalves | Ricardo da Silva Torres
2016 Volume 52 Issue 5

2017

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Stacking Bagged and Boosted Forests for Effective Automated Classification
Raphael R. Campos | Sérgio D. Canuto | Thiago Salles | Clebson C. A. de Sá | Marcos André Gonçalves
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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A general multiview framework for assessing the quality of collaboratively created content on web 2.0
Daniel Hasan Dalip | Marcos André Gonçalves | Marco Cristo | Pável Calado
2017 Volume 68 Issue 2

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A survey on tag recommendation methods
Fabiano Muniz Belém | Jussara M. Almeida | Marcos André Gonçalves
2017 Volume 68 Issue 4

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Incremental author name disambiguation by exploiting domain-specific heuristics
Alan Filipe Santana | Marcos André Gonçalves | Alberto H. F. Laender | Anderson A. Ferreira
2017 Volume 68 Issue 4

2018

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Semantically-Enhanced Topic Modeling
Felipe Viegas | Washington Luiz | Christian Gomes | Amir Khatibi | Sérgio D. Canuto | Fernando Mourão | Thiago Salles | Leonardo Rocha | Marcos André Gonçalves
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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A Feature-Oriented Sentiment Rating for Mobile App Reviews
Washington Luiz | Felipe Viegas | Rafael Odon de Alencar | Fernando Mourão | Thiago Salles | Dárlinton B. F. Carvalho | Marcos André Gonçalves | Leonardo Rocha
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2019

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Document Performance Prediction for Automatic Text Classification
Gustavo Penha | Raphael R. Campos | Sérgio D. Canuto | Marcos André Gonçalves | Rodrygo L. T. Santos
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part II

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Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification
Sérgio D. Canuto | Thiago Salles | Thierson Couto Rosa | Marcos André Gonçalves
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling
Felipe Viegas | Sérgio D. Canuto | Christian Gomes | Washington Luiz | Thierson Rosa | Sabir Ribas | Leonardo Rocha | Marcos André Gonçalves
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Image Aesthetics and its Effects on Product Clicks in E-Commerce Search
Fabiano Belém | Alexandre Maros | Sérgio D. Canuto | Rodrigo Silva | Jussara M. Almeida | Marcos André Gonçalves
Proceedings of the SIGIR 2019 Workshop on eCommerce, co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, Paris, France, July 25, 2019

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Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection
Daniel Xavier de Sousa | Sérgio D. Canuto | Marcos André Gonçalves | Thierson Couto Rosa | Wellington Santos Martins
2019 Volume 37 Issue 2

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10SENT: A stable sentiment analysis method based on the combination of off-the-shelf approaches
Philipe F. Melo | Daniel Hasan Dalip | Manoel M. Junior | Marcos André Gonçalves | Fabrício Benevenuto
2019 Volume 70 Issue 3

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Bag of textual graphs (BoTG): A general graph-based text representation model
Ícaro Cavalcante Dourado | Renata Galante | Marcos André Gonçalves | Ricardo da Silva Torres
2019 Volume 70 Issue 8

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Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation
Fabiano Muniz Belém | André G. Heringer | Jussara M. Almeida | Marcos André Gonçalves
2019 Volume 56 Issue 3

2020

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"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification
Luiz Felipe Mendes | Marcos André Gonçalves | Washington Cunha | Leonardo Rocha | Thierson Couto Rosa | Wellington Martins
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Fine-grained tourism prediction: Impact of social and environmental features
Amir Khatibi | Fabiano Belém | Ana Paula Couto da Silva | Jussara M. Almeida | Marcos André Gonçalves
2020 Volume 57 Issue 2

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"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products
Fabiano 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
2020 Volume 57 Issue 5

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Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
Washington Cunha | Sérgio D. Canuto | Felipe Viegas | Thiago Salles | Christian Gomes | Vítor Mangaravite | Elaine Resende | Thierson Rosa | Marcos André Gonçalves | Leonardo Rocha
2020 Volume 57 Issue 4

2021

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Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual Representations
Cláudio Moisés Valiense de Andrade | Marcos André Gonçalves
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
Washington 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 Rocha | Marcos André Gonçalves
2021 Volume 58 Issue 3

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