Marcos Andr Gonalves
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
86
Venues
24
Active years
2001–2026
Best venue rank
A*
Where they publish
- A*SIGIR22 papers
- ACIKM19 papers
- MulticonferenceSAC7 papers
- AWSDM5 papers
- A*ACL4 papers
- AECIR4 papers
- BCEC4 papers
- CSPIRE3 papers
- UnrankedICTIR2 papers
- AICWSM2 papers
- A*ICML1 paper
- NationalRANLP1 paper
- A*WWW1 paper
- A*ICDE1 paper
- BICIP1 paper
- BGLOBECOM1 paper
- ARecSys1 paper
- CSBAC-PAD1 paper
- BSSDBM1 paper
- BWISE1 paper
- A*SIGMOD1 paper
- A*KDD1 paper
- ASDM1 paper
- BDocEng1 paper
Papers
86 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score. | Guilherme Fonseca, Gabriel Prenassi, Washington Cunha, Leonardo Chaves Dutra da Rocha, Marcos Andr Gonalves |
| 2026 | ECIR | QuantumCLEF 2026 The Third Edition of the Quantum Computing Lab at CLEF. | Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2025 | ACL | Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification. | Guilherme Fonseca, Washington Cunha, Gabriel Prenassi, Marcos Andr Gonalves, Leonardo Chaves Dutra da Rocha |
| 2025 | ECIR | QuantumCLEF 2025 - The Second Edition of the Quantum Computing Lab at CLEF. | Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2025 | ICTIR | A Robustness Assessment of Query Performance Prediction (QPP) Methods Based on Risk-Sensitive Analysis. | Ricardo Maral de Andrade Nascimento, Daniel Xavier de Sousa, Guglielmo Faggioli, Paulo Jos Lage Alvarenga, Nicola Ferro, Marcos Andr Gonalves |
| 2025 | ICWSM | Join the Chat: How Curiosity Sparks Participation in Telegram Groups. | Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos Andr Gonalves, Marco Mellia |
| 2025 | SIGIR | Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline. | Celso Frana, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos Andr Gonalves |
| 2024 | ICTIR | A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning. | Andrea Pasin, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2023 | SIGIR | An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. | Washington Cunha, Celso Frana, Guilherme Fonseca, Leonardo Rocha, Marcos Andr Gonalves |
| 2022 | ICML | Characterizing and Understanding Temporal Effects in COVID-19 Data. | Bruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Virginia Mara Reis Gomes, Maira Viana Rego Souza-Silva, Cludio Moiss Valiense de Andrade, Milena Soriano Marcolino, Marcos Andr Gonalves |
| 2022 | SIGIR | Risk-Sensitive Deep Neural Learning to Rank. | Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos Andr Gonalves |
| 2021 | ACL | On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction. | Christian Gomes, Marcos Andr Gonalves, Leonardo Rocha, Srgio D. Canuto |
| 2021 | RANLP | Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. | Thiago Castro Ferreira, Joo Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimares, Adalberto Penna, Isabela Lee, Tayane Arantes Soares, Sophia Rolim, Rossana Cunha, Celso Frana, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos Andr Gonalves, Rodrigo Bastos Fscolo, Adriana S. Pagano |
| 2020 | ACL | CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. | Felipe Viegas, Washington Cunha, Christian Gomes, Antnio Pereira De Souza Jnior, Leonardo Rocha, Marcos Andr Gonalves |
| 2020 | CIKM | "Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. | Luiz Felipe Mendes, Marcos Andr Gonalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins |
| 2019 | ECIR | Document Performance Prediction for Automatic Text Classification. | Gustavo Penha, Raphael R. Campos, Srgio D. Canuto, Marcos Andr Gonalves, Rodrygo L. T. Santos |
| 2019 | SIGIR | Image Aesthetics and its Effects on Product Clicks in E-Commerce Search. | Fabiano Belm, Alexandre Maros, Srgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos Andr Gonalves |
| 2019 | SIGIR | Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. | Srgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos Andr Gonalves |
| 2019 | WSDM | CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. | Felipe Viegas, Srgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos Andr Gonalves |
| 2018 | CIKM | Semantically-Enhanced Topic Modeling. | Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Srgio D. Canuto, Fernando Mouro, Thiago Salles, Leonardo Rocha, Marcos Andr Gonalves |
| 2018 | ICWSM | Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach. | Amir Khatibi, Fabiano Belm, Ana P. Silva, Dennis E. Shasha, Marcos Andr Gonalves |
| 2018 | WWW | A Feature-Oriented Sentiment Rating for Mobile App Reviews. | Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mouro, Thiago Salles, Drlinton B. F. Carvalho, Marcos Andr Gonalves, Leonardo Rocha |
| 2017 | SAC | A framework for unexpectedness evaluation in recommendation. | Thiago Silveira, Leonardo Rocha, Fernando Mouro, Marcos Andr Gonalves |
| 2017 | SIGIR | Stacking Bagged and Boosted Forests for Effective Automated Classification. | Raphael R. Campos, Srgio D. Canuto, Thiago Salles, Clebson C. A. de S, Marcos Andr Gonalves |
| 2016 | CIKM | Compression-Based Selective Sampling for Learning to Rank. | Rodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mrio S. Alvim, Marcos Andr Gonalves |
| 2016 | CIKM | Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. | Daniel Xavier de Sousa, Srgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos Andr Gonalves |
| 2016 | ICDE | A practical and effective sampling selection strategy for large scale deduplication. | Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos Andr Gonalves, Srgio D. Canuto |
| 2016 | SAC | On the combination of "off-the-shelf" sentiment analysis methods. | Pollyanna Gonalves, Daniel Hasan Dalip, Helen Costa, Marcos Andr Gonalves, Fabrcio Benevenuto |
| 2016 | SIGIR | The LExR Collection for Expertise Retrieval in Academia. | Vtor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos Andr Gonalves, Alberto H. F. Laender |
| 2016 | SIGIR | Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. | Clebson C. A. de S, Marcos Andr Gonalves, Daniel Xavier de Sousa, Thiago Salles |
| 2016 | WSDM | Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. | Srgio D. Canuto, Marcos Andr Gonalves, Fabrcio Benevenuto |
| 2015 | CIKM | A Soft Computing Approach for Learning to Aggregate Rankings. | Javier Alvaro Vargas Muoz, Ricardo da Silva Torres, Marcos Andr Gonalves |
| 2015 | CIKM | Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. | Felipe Viegas, Marcos Andr Gonalves, Wellington Martins, Leonardo Rocha |
| 2015 | SAC | G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. | Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Srgio Daniel, Marcos Andr Gonalves, Renato Ferreira |
| 2015 | SIGIR | An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. | Srgio D. Canuto, Marcos Andr Gonalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins |
| 2015 | SIGIR | BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. | Thiago Salles, Marcos Andr Gonalves, Victor Rodrigues, Leonardo Rocha |
| 2015 | WSDM | On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain. | Isac S. Ribeiro, Rodrygo L. T. Santos, Marcos Andr Gonalves, Alberto H. F. Laender |
| 2014 | CIKM | On Efficient Meta-Level Features for Effective Text Classification. | Srgio D. Canuto, Thiago Salles, Marcos Andr Gonalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonalves, Thierson Couto Rosa, Wellington Santos Martins |
| 2014 | ICIP | Diversity-driven learning for multimodal image retrieval with relevance feedback. | Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos Andr Gonalves |
| 2014 | SAC | What makes your opinion popular?: predicting the popularity of micro-reviews in foursquare. | Marisa A. Vasconcelos, Jussara M. Almeida, Marcos Andr Gonalves |
| 2013 | ECIR | Exploiting Novelty and Diversity in Tag Recommendation. | Fabiano Belm, Eder Ferreira Martins, Jussara M. Almeida, Marcos Andr Gonalves |
| 2013 | GLOBECOM | Adaptive spammer detection at the source network. | Pedro Henrique B. Las-Casas, Dorgival O. Guedes, Jussara M. Almeida, Artur Ziviani, Marcos Andr Gonalves, Humberto T. Marques-Neto |
| 2013 | RecSys | Topic diversity in tag recommendation. | Fabiano Belm, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos Andr Gonalves |
| 2013 | SIGIR | Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow. | Daniel Hasan Dalip, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2013 | WSDM | Using early view patterns to predict the popularity of youtube videos. | Henrique Pinto, Jussara M. Almeida, Marcos Andr Gonalves |
| 2013 | SBAC-PAD | GPU-NB: A Fast CUDA-Based Implementation of Nave Bayes. | Guilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo Chaves Dutra da Rocha, Marcos Andr Gonalves, Renato Ferreira |
| 2013 | SSDBM | Tuning large scale deduplication with reduced effort. | Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos Andr Gonalves |
| 2012 | CEC | Aggressive and effective feature selection using genetic programming. | Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos Andr Gonalves |
| 2012 | CIKM | Automatic query expansion based on tag recommendation. | Vitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belm, Wladmir C. Brando, Jussara M. Almeida, Nivio Ziviani, Marcos Andr Gonalves |
| 2012 | WISE | Improving On-Demand Learning to Rank through Parallelism. | Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos Andr Gonalves |
| 2011 | CEC | Assessing documents' credibility with genetic programming. | Joo Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos Andr Gonalves, Wagner Meira Jr. |
| 2011 | SIGIR | Associative tag recommendation exploiting multiple textual features. | Fabiano Belm, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos Andr Gonalves |
| 2011 | SIGIR | GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications. | Saulo M. R. Ricci, Dilson Almeida Guimares, Fabiano Muniz Belm, Jussara M. Almeida, Marcos Andr Gonalves, Raquel Oliveira Prates |
| 2010 | CEC | Active Learning Genetic programming for record deduplication. | Junio de Freitas, Gisele L. Pappa, Altigran Soares da Silva, Marcos Andr Gonalves, Edleno Silva de Moura, Adriano Veloso, Alberto H. F. Laender, Moiss G. de Carvalho |
| 2010 | CEC | Tuning Genetic Programming parameters with factorial designs. | Elisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos Andr Gonalves, Wagner Meira Jr. |
| 2010 | CIKM | Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. | Fabiano Muniz Belm, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos Andr Gonalves, Gisele L. Pappa |
| 2010 | SIGIR | Temporally-aware algorithms for document classification. | Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mouro, Wagner Meira Jr., Marcos Andr Gonalves |
| 2010 | SIGMOD | ONDUX: on-demand unsupervised learning for information extraction. | Eli Cortez, Altigran Soares da Silva, Marcos Andr Gonalves, Edleno Silva de Moura |
| 2009 | CIKM | Evidence of quality of textual features on the web 2.0. | Flavio Figueiredo, Fabiano Belm, Henrique Pinto, Jussara M. Almeida, Marcos Andr Gonalves, David Fernandes de Oliveira, Edleno Silva de Moura, Marco Cristo |
| 2009 | KDD | Exploiting contexts to deal with uncertainty in classification. | Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos Andr Gonalves, Leonardo Rocha, Thiago Salles |
| 2009 | SIGIR | Detecting spammers and content promoters in online video social networks. | Fabrcio Benevenuto, Tiago Rodrigues, Virglio A. F. Almeida, Jussara M. Almeida, Marcos Andr Gonalves |
| 2009 | SDM | The Metric Dilemma: Competence-Conscious Associative Classification. | Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos Andr Gonalves |
| 2009 | SPIRE | On-Demand Associative Cross-Language Information Retrieval. | Andr Pinto Geraldo, Viviane Pereira Moreira, Marcos Andr Gonalves |
| 2008 | CIKM | Exploiting temporal contexts in text classification. | Leonardo Rocha, Fernando Mouro, Adriano C. M. Pereira, Marcos Andr Gonalves, Wagner Meira Jr. |
| 2008 | DocEng | Keeping a digital library clean: new solutions to old problems. | Alberto H. F. Laender, Marcos Andr Gonalves, Ricardo G. Cota, Anderson A. Ferreira, Rodrygo L. T. Santos, Allan J. C. Silva |
| 2008 | SAC | The impact of term selection in genre-aware focused crawling. | Guilherme T. de Assis, Alberto H. F. Laender, Altigran Soares da Silva, Marcos Andr Gonalves |
| 2008 | SAC | Analyzing the impact of churn and malicious behavior on the quality of peer-to-peer web search. | Fabiano Atalla, Daniel Miranda, Jussara M. Almeida, Marcos Andr Gonalves, Virglio A. F. Almeida |
| 2008 | SAC | Replica identification using genetic programming. | Moiss G. de Carvalho, Alberto H. F. Laender, Marcos Andr Gonalves, Altigran Soares da Silva |
| 2008 | SIGIR | 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 Andr Gonalves |
| 2008 | SIGIR | Learning to rank at query-time using association rules. | Adriano Veloso, Humberto Mossri de Almeida, Marcos Andr Gonalves, Wagner Meira Jr. |
| 2008 | WSDM | Understanding temporal aspects in document classification. | Fernando Mouro, Leonardo Rocha, Renata Braga Arajo, Thierson Couto, Marcos Andr Gonalves, Wagner Meira Jr. |
| 2007 | CIKM | 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 Andr Gonalves |
| 2007 | CIKM | Personal digital library: pim through a 5s perspective. | Yi Ma, Edward A. Fox, Marcos Andr Gonalves |
| 2007 | SIGIR | A combined component approach for finding collection-adapted ranking functions based on genetic programming. | Humberto Mossri de Almeida, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2007 | SPIRE | Exploiting Genre in Focused Crawling. | Guilherme T. de Assis, Alberto H. F. Laender, Marcos Andr Gonalves, Altigran Soares da Silva |
| 2006 | CIKM | Multi-evidence, multi-criteria, lazy associative document classification. | Adriano Veloso, Wagner Meira Jr., Marco Cristo, Marcos Andr Gonalves, Mohammed Javeed Zaki |
| 2006 | SIGIR | Learning to advertise. | Ansio Lacerda, Marco Cristo, Marcos Andr Gonalves, Weiguo Fan, Nivio Ziviani, Berthier A. Ribeiro-Neto |
| 2005 | CIKM | A new framework to combine descriptors for content-based image retrieval. | Ricardo da Silva Torres, Alexandre X. Falco, Baoping Zhang, Weiguo Fan, Edward A. Fox, Marcos Andr Gonalves, Pvel Calado |
| 2005 | CIKM | Intelligent GP fusion from multiple sources for text classification. | Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2005 | SIGIR | Intelligent fusion of structural and citation-based evidence for text classification. | Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos Andr Gonalves, Marco Cristo, Pvel Calado |
| 2004 | CIKM | Combining structural and citation-based evidence for text classification. | Baoping Zhang, Marcos Andr Gonalves, Weiguo Fan, Yuxin Chen, Edward A. Fox, Pvel Calado, Marco Cristo |
| 2003 | CIKM | Combining link-based and content-based methods for web document classification. | Pvel Calado, Marco Cristo, Edleno Silva de Moura, Nivio Ziviani, Berthier A. Ribeiro-Neto, Marcos Andr Gonalves |
| 2003 | SIGIR | Harvesting: Broadening the Field of Distributed Information Retrieval. | Edward A. Fox, Marcos Andr Gonalves, Ming Luo, Yuxin Chen, Aaron Krowne, Baoping Zhang, Kate McDevitt, Manuel A. Prez-Quiones, Ryan Richardson, Lillian N. Cassel |
| 2002 | CIKM | Web-DL: an experience in building digital libraries from the web. | Pvel 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 Andr Gonalves, Edward A. Fox |
| 2002 | SPIRE | Java MARIAN: From an OPAC to a Modern Digital Library System. | Marcos Andr Gonalves, Paul Mather, Jun Wang, Ye Zhou, Ming Luo, Ryan Richardson, Rao Shen, Liang Xu, Edward A. Fox |
| 2001 | SIGIR | Building Interoperable Digital Library Services: MARIAN, Open Archives and NDLTD. | Edward A. Fox, Robert K. France, Marcos Andr Gonalves, Hussein Suleman |