Marcos André Gonçalves

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 114

Top Venues

J. Assoc. Inf. Sci. Technol.

CoRR

Inf. Process. Manag.

SIGIR

Virginia Tech, Blacksburg, VA, USA (PHD)

Education History

Virginia Tech, Blacksburg, VA, USA

PHD

Publications

Celso França, Rennan C. Lima, Cláudio M. V. de Andrade, Washington Cunha, Pedro O. S. Vaz de Melo, Berthier A. Ribeiro-Neto, Leonardo Rocha, Rodrygo L. T. Santos, Adriana S. Pagano, Marcos André Gonçalves
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. Neurocomputing 600 (2024)
Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves
Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method. J. Interact. Syst. 15 (1) (2024)
Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. CoRR (2024)
Vinícius da Fonseca Vieira, Carlos H. G. Ferreira, Jussara M. Almeida, Edré Moreira, Alberto H. F. Laender, Wagner Meira Jr., Marcos André Gonçalves
A network-driven study of hyperprolific authors in computer science. Scientometrics 129 (4) (2024)
Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning. ICTIR (2024)
Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves
Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis. SBBD (2023)
Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. SIGIR (2023)
Fabiano 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
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. J. Inf. Data Manag. 14 (1) (2023)
Edré Moreira, Wagner Meira Jr., Marcos André Gonçalves, Alberto H. F. Laender
The rise of hyperprolific authors in computer science: characterization and implications. Scientometrics 128 (5) (2023)
Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. ACM Comput. Surv. 55 (13s) (2023)
Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method. CoRR (2023)
Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos
Intellectual dark web, alt-lite and alt-right: Are they really that different? a multi-perspective analysis of the textual content produced by contrarians. Soc. Netw. Anal. Min. 14 (1) (2023)
Kattiana 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
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries. J. Inf. Data Manag. 14 (1) (2023)
Antônio Pereira De Souza Júnior, Felipe Viegas, Marcos André Gonçalves, Leonardo Rocha
Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling. WebMedia (2023)
Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. WebMedia (2023)
Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". Inf. Process. Manag. 60 (4) (2023)
Guilherme Dal Bianco, Denio Duarte, Marcos André Gonçalves
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning. J. Intell. Inf. Syst. 61 (2) (2023)
Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Texeira, Alberto H. F. Laender, Marcos André Gonçalves
PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente. SBBD (2023)
Marcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno B. M. Paiva, Alberto H. F. Laender, Marcos André Gonçalves
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. Big Data (2022)
Kattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo. SBBD (2022)
Felipe Viegas, Antônio Pereira De Souza Júnior, Pablo Cecilio, Elisa Tuler, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling. Scientometrics 127 (8) (2022)
Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel Oliveira Prates, Marcos André Gonçalves
Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning Principles. J. Interact. Syst. 13 (1) (2022)
Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves
Risk-Sensitive Deep Neural Learning to Rank. SIGIR (2022)
Bruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém
A reinforcement learning approach for single redundant view co-training text classification. Inf. Sci. 615 (2022)
Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos
On the Presence of Abusive Language in Mis/Disinformation. SocInfo (2022)
Rodrigo M. Silva, Guilherme C. M. Gomes, Mário S. Alvim, Marcos André Gonçalves
How to build high quality L2R training data: Unsupervised compression-based selective sampling for learning to rank. Inf. Sci. 601 (2022)
Vítor Mangaravite, Marcos Carvalho, Luiz Cantelli, Lucas M. Ponce, Bruno Campoi, Gabriel Nunes, Alberto H. F. Laender, Marcos André Gonçalves
DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito Governamental. SBBD (2022)
Bruno 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
Characterizing and Understanding Temporal Effects in COVID-19 Data. Healthcare AI and COVID-19 Workshop (2022)
Fabiano Muniz Belém, Marcelo Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais. SBBD (2022)
Christian Gomes, Marcos André Gonçalves, Leonardo Rocha, Sérgio D. Canuto
On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction. ACL/IJCNLP (Findings) (2021)
Josemar Alves Caetano, Jussara M. Almeida, Marcos André Gonçalves, Wagner Meira Jr., Humberto Torres Marques-Neto, Virgílio A. F. Almeida
Analyzing topic attention in online small groups. ASONAM (2021)
Thiago 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
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. RANLP (2021)
Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
A bias-variance analysis of state-of-the-art random forest text classifiers. Adv. Data Anal. Classif. 15 (2) (2021)
Cláudio Moisés Valiense de Andrade, Marcos André Gonçalves
Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual Representations. CLEF (Working Notes) (2021)
Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel O. Prates, Marcos André Gonçalves
Analysis of the User Experience with a Multiperspective Tool for Explainable Machine Learning in Light of Interactive Principles. IHC (2021)
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
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Inf. Process. Manag. 58 (3) (2021)
Reinaldo Silva Fortes, Daniel Xavier de Sousa, Dayanne Gouveia Coelho, Anísio Mendes Lacerda, Marcos André Gonçalves
Individualized extreme dominance (IndED): A new preference-based method for multi-objective recommender systems. Inf. Sci. 572 (2021)
Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira, Leonardo Rocha, Marcos André Gonçalves
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. ACL (2020)
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
"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products. Inf. Process. Manag. 57 (5) (2020)
Clara D. A. Marques, Nicolas G. Rezende, Daniel Hasan Dalip, Marcos André Gonçalves
Automatic Content Quality Estimation Using Deep Neural Networks in Collaborative Encyclopedias on the Web. WebMedia (2020)
Felipe Viegas, Mário S. Alvim, Sérgio D. Canuto, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. Inf. Syst. 94 (2020)
Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. CIKM (2020)
Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Inf. Process. Manag. 57 (4) (2020)
Amir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves
Fine-grained tourism prediction: Impact of social and environmental features. Inf. Process. Manag. 57 (2) (2020)
Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender
A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce information. Int. J. Digit. Libr. 21 (1) (2020)
Felipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos André Gonçalves
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. WSDM (2019)
Fabiano Muniz Belém, André G. Heringer, Jussara M. Almeida, Marcos André Gonçalves
Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation. Inf. Process. Manag. 56 (3) (2019)
Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto
10SENT: A stable sentiment analysis method based on the combination of off-the-shelf approaches. J. Assoc. Inf. Sci. Technol. 70 (3) (2019)
Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. ACM Trans. Inf. Syst. 37 (2) (2019)
Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida
Characterizing Attention Cascades in WhatsApp Groups. CoRR (2019)
Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves
Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL (2019)
Gustavo Penha, Raphael R. Campos, Sérgio D. Canuto, Marcos André Gonçalves, Rodrygo L. T. Santos
Document Performance Prediction for Automatic Text Classification. ECIR (2) (2019)
Javier Alvaro Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, Ricardo da Silva Torres
Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. Pattern Recognit. 96 (2019)
Luiz Felipe Gonçalves Magalhães, Marcos André Gonçalves, Sérgio Daniel Canuto, Daniel Hasan Dalip, Marco Cristo, Pável Calado
Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generation. Expert Syst. Appl. 132 (2019)
Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. SIGIR (2019)
Fabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves
Image Aesthetics and its Effects on Product Clicks in E-Commerce Search. eCOM@SIGIR (2019)
Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida
Characterizing Attention Cascades in WhatsApp Groups. WebSci (2019)
Ícaro Cavalcante Dourado, Renata Galante, Marcos André Gonçalves, Ricardo da Silva Torres
Bag of textual graphs (BoTG): A general graph-based text representation model. J. Assoc. Inf. Sci. Technol. 70 (8) (2019)
Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves
Parallel rule-based selective sampling and on-demand learning to rank. Concurr. Comput. Pract. Exp. 31 (18) (2019)
Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing 307 (2018)
Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
Improving random forests by neighborhood projection for effective text classification. Inf. Syst. 77 (2018)
Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
Semantically-Enhanced Topic Modeling. CIKM (2018)
Reinaldo Silva Fortes, Anísio Lacerda, Alan R. R. de Freitas, Carlos Bruckner, Dayanne Gouveia Coelho, Marcos André Gonçalves
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems. UMAP (Adjunct Publication) (2018)
Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin
A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing 273 (2018)
Guilherme Dal Bianco, Marcos André Gonçalves, Denio Duarte
BLOSS: Effective meta-blocking with almost no effort. Inf. Syst. 75 (2018)
Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.
NetClass: A network-based relational model for document classification. Inf. Sci. 469 (2018)
Sérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification. IEEE Trans. Knowl. Data Eng. 30 (12) (2018)
Amir Khatibi, Fabiano Belém, Ana P. Silva, Dennis E. Shasha, Marcos André Gonçalves
Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach. ICWSM (2018)
Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha
A Feature-Oriented Sentiment Rating for Mobile App Reviews. WWW (2018)
Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres
Diversity-based interactive learning meets multimodality. Neurocomputing 259 (2017)
Thiago Silveira, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves
A framework for unexpectedness evaluation in recommendation. SAC (2017)
Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender
Automatic Hierarchical Categorization of Research Expertise Using Minimum Information. TPDL (2017)
Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
A general multiview framework for assessing the quality of collaboratively created content on web 2.0. J. Assoc. Inf. Sci. Technol. 68 (2) (2017)
Thiago N. C. Cardoso, Rodrigo M. Silva, Sérgio D. Canuto, Mirella M. Moro, Marcos André Gonçalves
Ranked batch-mode active learning. Inf. Sci. 379 (2017)
Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves
Stacking Bagged and Boosted Forests for Effective Automated Classification. SIGIR (2017)
Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
A survey on tag recommendation methods. J. Assoc. Inf. Sci. Technol. 68 (4) (2017)
Rodrigo 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
Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval. MediaEval (2017)
Reinaldo Silva Fortes, Alan R. R. de Freitas, Marcos André Gonçalves
A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data Characteristics. ICEIS (2) (2017)
Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira
Incremental author name disambiguation by exploiting domain-specific heuristics. J. Assoc. Inf. Sci. Technol. 68 (4) (2017)
Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto
10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches. CoRR (2017)
Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.
A Two-Stage Machine learning approach for temporally-robust text classification. Inf. Syst. 69 (2017)
Sérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. WSDM (2016)
Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas
A quantitative analysis of the temporal effects on automatic text classification. J. Assoc. Inf. Sci. Technol. 67 (7) (2016)
Raphael R. Campos, Marcos André Gonçalves
BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e Boosting. SBBD (2016)
Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres
On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions. Neurocomputing 208 (2016)
Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves, Sérgio D. Canuto
A practical and effective sampling selection strategy for large scale deduplication. ICDE (2016)
Rodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mário S. Alvim, Marcos André Gonçalves
Compression-Based Selective Sampling for Learning to Rank. CIKM (2016)
Masoumeh Nezhadbiglari, Marcos André Gonçalves, Jussara M. Almeida
Early Prediction of Scholar Popularity. JCDL (2016)
Vítor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos André Gonçalves, Alberto H. F. Laender
The LExR Collection for Expertise Retrieval in Academia. SIGIR (2016)
Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
On cold start for associative tag recommendation. J. Assoc. Inf. Sci. Technol. 67 (1) (2016)
Fabiano Muniz Belém, Carolina S. Batista, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves
Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag Recommendation. ACM Trans. Intell. Syst. Technol. 7 (3) (2016)
Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
TrendLearner: Early prediction of popularity trends of user generated content. Inf. Sci. (2016)
Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles
Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. SIGIR (2016)
Pollyanna Gonçalves, Daniel Hasan Dalip, Helen Costa, Marcos André Gonçalves, Fabrício Benevenuto
On the combination of "off-the-shelf" sentiment analysis methods. SAC (2016)
Filipe N. Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto
SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods. EPJ Data Sci. 5 (1) (2016)
Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. CIKM (2016)
Gabriel Pacheco, Pablo Figueira, Jussara M. Almeida, Marcos André Gonçalves
Dissecting a Scholar Popularity Ranking into Different Knowledge Areas. TPDL (2016)
Patricia Correia Saraiva, João M. B. Cavalcanti, Edleno Silva de Moura, Marcos André Gonçalves, Ricardo da Silva Torres
A multimodal query expansion based on genetic programming for visually-oriented e-commerce applications. Inf. Process. Manag. 52 (5) (2016)
Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. SIGIR (2015)
Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira
On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster method. Int. J. Digit. Libr. 16 (3-4) (2015)

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Marcos André Gonçalves