Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMarcos André Gonçalves
Person information
- affiliation: Federal University of Minas Gerais, Belo Horizonte, Brazil
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j117]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): 103336 (2023)- [j116]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): 2945-2974 (2023) - [c191]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: 665-674 - 2022
- [j115]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: 90-113 (2022) - [j114]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: 24-38 (2022) - [j113]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): 5005-5026 (2022) - [c190]Marcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno Barbosa Miranda de Paiva, Alberto H. F. Laender, Marcos André Gonçalves:
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. IEEE Big Data 2022: 2206-2213 - [c189]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: 33-40 - [c188]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: 90-102 - [c187]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: 292-303 - [c186]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: 304-316 - [c185]Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves:
Risk-Sensitive Deep Neural Learning to Rank. SIGIR 2022: 803-813 - [c184]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: 292-304 - 2021
- [j112]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): 379-405 (2021) - [j111]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): 102481 (2021) - [j110]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: 558-573 (2021) - [c183]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: 4003-4014 - [c182]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: 64-68 - [c181]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: 2186-2192 - [c180]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: 3:1-3:11 - [c179]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 S. Pagano:
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. RANLP 2021: 234-243 - 2020
- [b4]Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Automatic Disambiguation of Author Names in Bibliographic Repositories. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2020 - [j109]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): 102057 (2020) - [j108]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): 102263 (2020) - [j107]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): 102289 (2020) - [j106]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: 101606 (2020) - [j105]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): 61-73 (2020) - [c178]Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira De Souza Júnior, Leonardo Rocha, Marcos André Gonçalves:
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. ACL 2020: 8138-8150 - [c177]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: 1125-1134 - [c176]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: 125-128
2010 – 2019
- 2019
- [j104]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) - [j103]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: 226-238 (2019) - [j102]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): 771-790 (2019) - [j101]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): 242-255 (2019) - [j100]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): 817-829 (2019) - [j99]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) - [j98]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): 24:1-24:34 (2019) - [c175]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: 132-139 - [c174]Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves:
Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL 2019: 1-10 - [c173]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 - [c172]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: 355-364 - [c171]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: 27-36 - [c170]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: 753-761 - [i8]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 abs/1905.00825 (2019) - 2018
- [j97]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: 554-569 (2018) - [j96]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: 153-171 (2018) - [j95]Guilherme Dal Bianco, Marcos André Gonçalves, Denio Duarte:
BLOSS: Effective meta-blocking with almost no effort. Inf. Syst. 75: 75-89 (2018) - [j94]Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha:
Improving random forests by neighborhood projection for effective text classification. Inf. Syst. 77: 1-21 (2018) - [j93]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: 60-78 (2018) - [j92]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): 2242-2256 (2018) - [c169]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: 893-902 - [c168]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: 636-639 - [c167]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: 311-316 - [c166]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: 1909-1918 - [e1]Jiangping Chen, Marcos André Gonçalves, Jeff M. Allen, Edward A. Fox, Min-Yen Kan, Vivien Petras:
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, JCDL 2018, Fort Worth, TX, USA, June 03-07, 2018. ACM 2018 [contents] - 2017
- [j91]Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres:
Diversity-based interactive learning meets multimodality. Neurocomputing 259: 159-175 (2017) - [j90]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: 40-58 (2017) - [j89]Thiago N. C. Cardoso, Rodrigo M. Silva, Sérgio D. Canuto, Mirella M. Moro, Marcos André Gonçalves:
Ranked batch-mode active learning. Inf. Sci. 379: 313-337 (2017) - [j88]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): 286-308 (2017) - [j87]Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
A survey on tag recommendation methods. J. Assoc. Inf. Sci. Technol. 68(4): 830-844 (2017) - [j86]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): 931-945 (2017) - [c165]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: 103-115 - [c164]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: 623-633 - [c163]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 - [c162]Thiago Silveira, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves:
A framework for unexpectedness evaluation in recommendation. SAC 2017: 1662-1667 - [c161]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: 105-114 - [i7]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 abs/1711.07915 (2017) - 2016
- [j85]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): 23 (2016) - [j84]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: 3-24 (2016) - [j83]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): 783-800 (2016) - [j82]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. 349-350: 172-187 (2016) - [j81]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): 83-105 (2016) - [j80]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): 1639-1667 (2016) - [j79]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): 26:1-26:34 (2016) - [c160]Rodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mário S. Alvim, Marcos André Gonçalves:
Compression-Based Selective Sampling for Learning to Rank. CIKM 2016: 247-256 - [c159]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: 257-266 - [c158]Gabriel Pacheco, Pablo Figueira, Jussara M. Almeida, Marcos André Gonçalves:
Dissecting a Scholar Popularity Ranking into Different Knowledge Areas. TPDL 2016: 253-265 - [c157]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: 1518-1519 - [c156]Masoumeh Nezhadbiglari, Marcos André Gonçalves, Jussara M. Almeida:
Early Prediction of Scholar Popularity. JCDL 2016: 181-190 - [c155]Pollyanna Gonçalves, Daniel Hasan Dalip, Helen Costa, Marcos André Gonçalves, Fabrício Benevenuto:
On the combination of "off-the-shelf" sentiment analysis methods. SAC 2016: 1158-1165 - [c154]Raphael R. Campos, Marcos André Gonçalves:
BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e Boosting. SBBD 2016: 127-132 - [c153]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: 95-104 - [c152]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: 721-724 - [c151]Sérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto:
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. WSDM 2016: 53-62 - 2015
- [j78]Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves:
Predicting the popularity of micro-reviews: A Foursquare case study. Inf. Sci. 325: 355-374 (2015) - [j77]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): 229-246 (2015) - [j76]Guilherme Dal Bianco, Renata Galante, Marcos André Gonçalves, Sérgio D. Canuto, Carlos Alberto Heuser:
A Practical and Effective Sampling Selection Strategy for Large Scale Deduplication. IEEE Trans. Knowl. Data Eng. 27(9): 2305-2319 (2015) - [c150]Javier Alvaro Vargas Muñoz, Ricardo da Silva Torres, Marcos André Gonçalves:
A Soft Computing Approach for Learning to Aggregate Rankings. CIKM 2015: 83-92 - [c149]Felipe Viegas, Marcos André Gonçalves, Wellington Martins, Leonardo Rocha:
Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. CIKM 2015: 1071-1080 - [c148]Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles:
A genealogy of the work of collector: The document and its image. Digital Heritage 2015: 299-306 - [c147]Pablo Figueira, Gabriel Pacheco, Jussara M. Almeida, Marcos André Gonçalves:
On the Impact of Academic Factors on Scholar Popularity: A Cross-Area Study. TPDL 2015: 139-152 - [c146]Emília A. de Souza, Anderson A. Ferreira, Marcos André Gonçalves:
Combining Classifiers and User Feedback for Disambiguating Author Names. JCDL 2015: 259-260 - [c145]Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Automatic Methods for Disambiguating Author Names in Bibliographic Data Repositories. JCDL 2015: 297-298 - [c144]Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Vinícius Pereira Santana, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Giovani Chiachia, Marcos André Gonçalves, Ricardo da Silva Torres:
Recod @ MediaEval 2015: Diverse Social Images Retrieval. MediaEval 2015 - [c143]Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres:
RECOD @ Placing Task of MediaEval 2015. MediaEval 2015 - [c142]Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira:
G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. SAC 2015: 1335-1338 - [c141]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: 333-342 - [c140]Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha:
BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. SIGIR 2015: 353-362 - [c139]Isac S. Ribeiro, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender:
On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain. WSDM 2015: 189-198 - [i6]Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto, Marcos André Gonçalves:
A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods. CoRR abs/1512.01818 (2015) - 2014
- [j75]Fabiano Muniz Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves:
Personalized and object-centered tag recommendation methods for Web 2.0 applications. Inf. Process. Manag. 50(4): 524-553 (2014) - [j74]Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso:
A Two-stage active learning method for learning to rank. J. Assoc. Inf. Sci. Technol. 65(1): 109-128 (2014) - [j73]Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender:
Self-training author name disambiguation for information scarce scenarios. J. Assoc. Inf. Sci. Technol. 65(6): 1257-1278 (2014) - [j72]Luciano Vilas Boas Esperidião, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves, David Menotti Gomes, Andréa Iabrudi Tavares, Guilherme Tavares de Assis:
Reducing Fragmentation in Incremental Author Name Disambiguation. J. Inf. Data Manag. 5(3): 293-307 (2014) - [j71]Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves:
Multimodal retrieval with relevance feedback based on genetic programming. Multim. Tools Appl. 69(3): 991-1019 (2014) - [j70]Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
On the Dynamics of Social Media Popularity: A YouTube Case Study. ACM Trans. Internet Techn. 14(4): 24:1-24:23 (2014) - [j69]Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Disambiguating Author Names using Minimum Bibliographic Information. World Digit. Libr. 7(1): 71-84 (2014) - [c138]Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins:
On Efficient Meta-Level Features for Effective Text Classification. CIKM 2014: 1709-1718 - [c137]Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves, Daniel Souza, Guilherme de Castro Mendes Gomes:
Popularity dynamics of foursquare micro-reviews. COSN 2014: 119-130 - [c136]Evandro Cunha, Gabriel Magno, Marcos André Gonçalves, César Cambraia, Virgílio A. F. Almeida:
How you post is who you are: characterizing google+ status updates across social groups. HT 2014: 212-217 - [c135]Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves:
Diversity-driven learning for multimodal image retrieval with relevance feedback. ICIP 2014: 2197-2201 - [c134]Glauber D. Gonçalves, Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves:
Characterizing scholar popularity: A case study in the Computer Science research community. JCDL 2014: 57-66 - [c133]