Marcos André Gonçalves

362 papers A* 23A 28B 16C 4Misc 10Journal 148Unranked 127

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	QuantumCLEF 2026 The Third Edition of the Quantum Computing Lab at CLEF. ECIR (4) Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2026	J	`jnl`	Review-Aware Recommender Systems (RARSs): Recent Advances, Experimental Comparative Analysis, Discussions, and New Directions. ACM Comput. Surv. Guilherme Bittencourt, Naan Vasconcelos, Yan Andrade, Nícollas Silva, Washington Cunha, Diego Roberto Colombo Dias, Marcos André Gonçalves, Leonardo Rocha
2026	J	`jnl`	The complex ecosystem of hyperprolific authors. Scientometrics Jussara M. Almeida, Alessia Antelmi, Marcos André Gonçalves, Maria Angela Pellegrino
2025	J	`jnl`	"Are the current topic modeling evaluation metrics enough?" Mitigating the limitations of topic modeling evaluation metrics using a multi-perspective game theoretic approach. Knowl. Based Syst. Antônio Pereira, Felipe Viegas, Diego Roberto Colombo Dias, Elisa Tuler, Ana Cláudia Machado, Guilherme Fonseca, Marcos André Gonçalves, Leonardo Rocha
2025	J	`jnl`	A Human-Centered Multiperspective and Interactive Visual Tool For Explainable Machine Learning. J. Braz. Comput. Soc. Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Marcos André Gonçalves, Raquel Oliveira Prates
2025	—	`conf`	A Multi-Dimensional Comparative Study of Generative Adversarial Networks, Diffusion Models, and Statistical Methods for Synthetic Health Data Generation. BRACIS (3) Oluwatoyin Joy Omole, Celso França, Samuel N. Alves, Regina Bernal, Deborah Malta, Marcos André Gonçalves, Jussara M. Almeida
2025	J	`jnl`	A Noise-Oriented and Redundancy-Aware Instance Selection Framework. ACM Trans. Inf. Syst. Washington Cunha, Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani, Leonardo Rocha, Marcos André Gonçalves
2025	Misc	`conf`	A Robustness Assessment of Query Performance Prediction (QPP) Methods Based on Risk-Sensitive Analysis. ICTIR Ricardo Marçal de Andrade Nascimento, Daniel Xavier de Sousa, Guglielmo Faggioli, Paulo José Lage Alvarenga, Nicola Ferro, Marcos André Gonçalves
2025	J	`jnl`	A thorough benchmark of automatic text classification: From traditional approaches to large language models. CoRR Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025	J	`jnl`	CTDGSI: A comprehensive exploitation of instance selection methods for automatic text classification. VII Concurso de Teses, Dissertações e Trabalhos de Graduação em SI - XXI Simpósio Brasileiro de Sistemas de Informação. CoRR Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025	—	`conf`	Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification. ACL (1) Guilherme Fonseca, Washington Cunha, Gabriel Prenassi, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha
2025	A	`conf`	Join the Chat: How Curiosity Sparks Participation in Telegram Groups. ICWSM Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos André Gonçalves, Marco Mellia
2025	J	`jnl`	Join the Chat: How Curiosity Sparks Participation in Telegram Groups. CoRR Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos André Gonçalves, Marco Mellia
2025	A*	`conf`	Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline. SIGIR Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025	—	`conf`	Overview of QuantumCLEF 2025: The Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF. CLEF Andrea Pasin, Maurizio Ferrari Dacrema, Washington Cunha, Marcos André Gonçalves, Paolo Cremonesi, Nicola Ferro
2025	—	`conf`	QuantumCLEF 2025 - The Second Edition of the Quantum Computing Lab at CLEF. ECIR (5) Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2025	—	`conf`	QuantumCLEF 2025: Overview of the Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF. CLEF (Working Notes) Andrea Pasin, Maurizio Ferrari Dacrema, Washington Cunha, Marcos André Gonçalves, Paolo Cremonesi, Nicola Ferro
2025	J	`jnl`	Ranking-based Fusion Algorithms for Extreme Multi-label Text Classification (XMTC). CoRR Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025	J	`jnl`	Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems. Inf. Process. Manag. Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Celso França, Gestefane Rabbi, Thierson Couto Rosa, Marcos André Gonçalves
2025	J	`jnl`	Why are you traveling? Inferring trip profiles from online reviews and domain-knowledge. Online Soc. Networks Media Lucas G. S. Félix, Washington Cunha, Cláudio M. V. de Andrade, Marcos André Gonçalves, Jussara M. Almeida
2024	J	`jnl`	A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. CoRR Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves
2024	Misc	`conf`	A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning. ICTIR Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2024	—	`conf`	A Quantum Annealing-Based Instance Selection Approach for Transformer Fine-Tuning. IIR Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2024	J	`jnl`	A Strategy to Combine 1stGen Transformers and Open LLMs for Automatic Text Classification. CoRR Cláudio M. V. de Andrade, Washington Cunha, Davi Reis, Adriana S. Pagano, Leonardo Rocha, Marcos André Gonçalves
2024	J	`jnl`	A network-driven study of hyperprolific authors in computer science. Scientometrics Vinícius da Fonseca Vieira, Carlos H. G. Ferreira, Jussara M. Almeida, Edré Moreira, Alberto H. F. Laender, Wagner Meira Jr., Marcos André Gonçalves
2024	—	`conf`	Explainable Stacking Models based on Complementary Traffic Embeddings. EuroS&P Workshops Luca Gioacchini, Welton Santos, Barbara Lopes, Idilio Drago, Marco Mellia, Jussara M. Almeida, Marcos André Gonçalves
2024	—	`conf`	Identificação e Caracterização de Reclamações Duplicadas por Consumidores em Múltiplas Plataformas. SBBD Gestefane Rabbi, Marcelo M. R. Araújo, Gabriel Kakizaki, Julia Viterbo, Julio C. S. Reis, Raquel O. Prates, Marcos André Gonçalves
2024	J	`jnl`	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. Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos
2024	J	`jnl`	On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. Neurocomputing 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
2024	J	`jnl`	Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method. J. Interact. Syst. Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves
2023	J	`jnl`	A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. ACM Comput. Surv. Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
2023	A*	`conf`	An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. SIGIR Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves
2023	—	`conf`	CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. WebMedia Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves
2023	J	`jnl`	Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. J. Inf. Data Manag. 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
2023	—	`conf`	Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling. WebMedia Antônio Pereira De Souza Júnior, Felipe Viegas, Marcos André Gonçalves, Leonardo Rocha
2023	J	`jnl`	On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". Inf. Process. Manag. Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves
2023	—	`conf`	PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente. SBBD Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, Alberto H. F. Laender, Marcos André Gonçalves
2023	J	`jnl`	Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning. J. Intell. Inf. Syst. Guilherme Dal Bianco, Denio Duarte, Marcos André Gonçalves
2023	J	`jnl`	TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method. CoRR Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves
2023	J	`jnl`	The rise of hyperprolific authors in computer science: characterization and implications. Scientometrics Edré Moreira, Wagner Meira Jr., Marcos André Gonçalves, Alberto H. F. Laender
2023	—	`conf`	Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis. SBBD Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves
2023	J	`jnl`	Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries. J. Inf. Data Manag. 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
2022	J	`jnl`	A reinforcement learning approach for single redundant view co-training text classification. Inf. Sci. Bruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém
2022	—	`conf`	Characterizing and Understanding Temporal Effects in COVID-19 Data. Healthcare AI and COVID-19 Workshop 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
2022	J	`jnl`	Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning Principles. J. Interact. Syst. Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel Oliveira Prates, Marcos André Gonçalves
2022	—	`conf`	DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito Governamental. SBBD Vítor Mangaravite, Marcos Carvalho, Luiz Cantelli, Lucas M. Ponce, Bruno Campoi, Gabriel Nunes, Alberto H. F. Laender, Marcos André Gonçalves
2022	B	`conf`	Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. IEEE Big Data 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
2022	J	`jnl`	How to build high quality L2R training data: Unsupervised compression-based selective sampling for learning to rank. Inf. Sci. Rodrigo M. Silva, Guilherme C. M. Gomes, Mário S. Alvim, Marcos André Gonçalves
2022	—	`conf`	On the Presence of Abusive Language in Mis/Disinformation. SocInfo Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos
2022	—	`conf`	Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais. SBBD Fabiano Muniz Belém, Marcelo A. S. Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
2022	A*	`conf`	Risk-Sensitive Deep Neural Learning to Rank. SIGIR Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves
2022	—	`conf`	Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo. SBBD 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
2022	J	`jnl`	Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling. Scientometrics Felipe Viegas, Antônio Pereira De Souza Júnior, Pablo Cecilio, Elisa Tuler, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha
2021	J	`jnl`	A bias-variance analysis of state-of-the-art random forest text classifiers. Adv. Data Anal. Classif. Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
2021	—	`conf`	Analysis of the User Experience with a Multiperspective Tool for Explainable Machine Learning in Light of Interactive Principles. IHC Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel O. Prates, Marcos André Gonçalves
2021	B	`conf`	Analyzing topic attention in online small groups. ASONAM Josemar Alves Caetano, Jussara M. Almeida, Marcos André Gonçalves, Wagner Meira Jr., Humberto Torres Marques-Neto, Virgílio A. F. Almeida
2021	Misc	`conf`	Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. RANLP Thiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimarães, Adalberto Penna, Isabela Lee, Tayane Arantes 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
2021	J	`jnl`	Individualized extreme dominance (IndED): A new preference-based method for multi-objective recommender systems. Inf. Sci. Reinaldo Silva Fortes, Daniel Xavier de Sousa, Dayanne Gouveia Coelho, Anísio Mendes Lacerda, Marcos André Gonçalves
2021	—	`conf`	On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction. ACL/IJCNLP (Findings) Christian Gomes, Marcos André Gonçalves, Leonardo Rocha, Sérgio D. Canuto
2021	J	`jnl`	On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Inf. Process. Manag. 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	—	`conf`	Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual Representations. CLEF (Working Notes) Cláudio Moisés Valiense de Andrade, Marcos André Gonçalves
2020	J	`jnl`	"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products. Inf. Process. Manag. 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	A	`conf`	"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. CIKM Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins
2020	J	`jnl`	A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce information. Int. J. Digit. Libr. Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender
2020	—	`conf`	Automatic Content Quality Estimation Using Deep Neural Networks in Collaborative Encyclopedias on the Web. WebMedia Clara D. A. Marques, Nicolas G. Rezende, Daniel Hasan Dalip, Marcos André Gonçalves
2020	—	`book`	Automatic Disambiguation of Author Names in Bibliographic Repositories Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender
2020	A*	`conf`	CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. ACL Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira De Souza Júnior, Leonardo Rocha, Marcos André Gonçalves
2020	J	`jnl`	Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. Inf. Syst. Felipe Viegas, Mário S. Alvim, Sérgio D. Canuto, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
2020	J	`jnl`	Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Inf. Process. Manag. Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
2020	J	`jnl`	Fine-grained tourism prediction: Impact of social and environmental features. Inf. Process. Manag. Amir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves
2019	J	`jnl`	10SENT: A stable sentiment analysis method based on the combination of off-the-shelf approaches. J. Assoc. Inf. Sci. Technol. Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto
2019	—	`conf`	Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves
2019	J	`jnl`	Bag of textual graphs (BoTG): A general graph-based text representation model. J. Assoc. Inf. Sci. Technol. Ícaro Cavalcante Dourado, Renata Galante, Marcos André Gonçalves, Ricardo da Silva Torres
2019	—	`conf`	Characterizing Attention Cascades in WhatsApp Groups. WebSci Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida
2019	J	`jnl`	Characterizing Attention Cascades in WhatsApp Groups. CoRR Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida
2019	A	`conf`	CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. WSDM Felipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos André Gonçalves
2019	—	`conf`	Document Performance Prediction for Automatic Text Classification. ECIR (2) Gustavo Penha, Raphael R. Campos, Sérgio D. Canuto, Marcos André Gonçalves, Rodrygo L. T. Santos
2019	J	`jnl`	Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation. Inf. Process. Manag. Fabiano Muniz Belém, André G. Heringer, Jussara M. Almeida, Marcos André Gonçalves
2019	J	`jnl`	Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. Pattern Recognit. Javier Alvaro Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, Ricardo da Silva Torres
2019	—	`conf`	Image Aesthetics and its Effects on Product Clicks in E-Commerce Search. eCOM@SIGIR Fabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves
2019	J	`jnl`	Parallel rule-based selective sampling and on-demand learning to rank. Concurr. Comput. Pract. Exp. Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves
2019	J	`jnl`	Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generation. Expert Syst. Appl. Luiz Felipe Gonçalves Magalhães, Marcos André Gonçalves, Sérgio Daniel Canuto, Daniel Hasan Dalip, Marco Cristo, Pável Calado
2019	J	`jnl`	Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. ACM Trans. Inf. Syst. Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins
2019	A*	`conf`	Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. SIGIR Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves
2018	A*	`conf`	A Feature-Oriented Sentiment Rating for Mobile App Reviews. WWW Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha
2018	J	`jnl`	A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin
2018	J	`jnl`	A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification. IEEE Trans. Knowl. Data Eng. Sérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa
2018	J	`jnl`	BLOSS: Effective meta-blocking with almost no effort. Inf. Syst. Guilherme Dal Bianco, Marcos André Gonçalves, Denio Duarte
2018	J	`jnl`	Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves
2018	A	`conf`	Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach. ICWSM Amir Khatibi, Fabiano Belém, Ana P. Silva, Dennis E. Shasha, Marcos André Gonçalves
2018	J	`jnl`	Improving random forests by neighborhood projection for effective text classification. Inf. Syst. Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
2018	J	`jnl`	NetClass: A network-based relational model for document classification. Inf. Sci. Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.
2018	—	`ed.`	Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, JCDL 2018, Fort Worth, TX, USA, June 03-07, 2018 JCDL Jiangping Chen, Marcos André Gonçalves, Jeff M. Allen, Edward A. Fox, Min-Yen Kan, Vivien Petras
2018	A	`conf`	Semantically-Enhanced Topic Modeling. CIKM Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
2018	—	`conf`	User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems. UMAP (Adjunct Publication) Reinaldo Silva Fortes, Anísio Lacerda, Alan R. R. de Freitas, Carlos Bruckner, Dayanne Gouveia Coelho, Marcos André Gonçalves
2017	J	`jnl`	10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches. CoRR Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto
2017	—	`conf`	A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data Characteristics. ICEIS (2) Reinaldo Silva Fortes, Alan R. R. de Freitas, Marcos André Gonçalves
2017	J	`jnl`	A Two-Stage Machine learning approach for temporally-robust text classification. Inf. Syst. Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.
2017	Misc	`conf`	A framework for unexpectedness evaluation in recommendation. SAC Thiago Silveira, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves
2017	J	`jnl`	A general multiview framework for assessing the quality of collaboratively created content on web 2.0. J. Assoc. Inf. Sci. Technol. Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
2017	J	`jnl`	A survey on tag recommendation methods. J. Assoc. Inf. Sci. Technol. Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
2017	B	`conf`	Automatic Hierarchical Categorization of Research Expertise Using Minimum Information. TPDL Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender
2017	J	`jnl`	Diversity-based interactive learning meets multimodality. Neurocomputing Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres
2017	J	`jnl`	Incremental author name disambiguation by exploiting domain-specific heuristics. J. Assoc. Inf. Sci. Technol. Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira
2017	—	`conf`	Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval. MediaEval 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 A. V. Muñoz, Lin Li, Ricardo da Silva Torres
2017	J	`jnl`	Ranked batch-mode active learning. Inf. Sci. Thiago N. C. Cardoso, Rodrigo M. Silva, Sérgio D. Canuto, Mirella M. Moro, Marcos André Gonçalves
2017	A*	`conf`	Stacking Bagged and Boosted Forests for Effective Automated Classification. SIGIR Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves
2016	J	`jnl`	A multimodal query expansion based on genetic programming for visually-oriented e-commerce applications. Inf. Process. Manag. Patricia Correia Saraiva, João M. B. Cavalcanti, Edleno Silva de Moura, Marcos André Gonçalves, Ricardo da Silva Torres
2016	A*	`conf`	A practical and effective sampling selection strategy for large scale deduplication. ICDE Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves, Sérgio D. Canuto
2016	J	`jnl`	A quantitative analysis of the temporal effects on automatic text classification. J. Assoc. Inf. Sci. Technol. Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas
2016	—	`conf`	BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e Boosting. SBBD Raphael R. Campos, Marcos André Gonçalves
2016	J	`jnl`	Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag Recommendation. ACM Trans. Intell. Syst. Technol. Fabiano Muniz Belém, Carolina S. Batista, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves
2016	A	`conf`	Compression-Based Selective Sampling for Learning to Rank. CIKM Rodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mário S. Alvim, Marcos André Gonçalves
2016	B	`conf`	Dissecting a Scholar Popularity Ranking into Different Knowledge Areas. TPDL Gabriel Pacheco, Pablo Figueira, Jussara M. Almeida, Marcos André Gonçalves
2016	—	`conf`	Early Prediction of Scholar Popularity. JCDL Masoumeh Nezhadbiglari, Marcos André Gonçalves, Jussara M. Almeida
2016	A	`conf`	Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. WSDM Sérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto
2016	A*	`conf`	Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. SIGIR Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles
2016	A	`conf`	Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. CIKM Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves
2016	J	`jnl`	On cold start for associative tag recommendation. J. Assoc. Inf. Sci. Technol. Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
2016	J	`jnl`	On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions. Neurocomputing Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres
2016	Misc	`conf`	On the combination of "off-the-shelf" sentiment analysis methods. SAC Pollyanna Gonçalves, Daniel Hasan Dalip, Helen Costa, Marcos André Gonçalves, Fabrício Benevenuto
2016	J	`jnl`	SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods. EPJ Data Sci. Filipe N. Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto
2016	A*	`conf`	The LExR Collection for Expertise Retrieval in Academia. SIGIR Vítor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos André Gonçalves, Alberto H. F. Laender
2016	J	`jnl`	TrendLearner: Early prediction of popularity trends of user generated content. Inf. Sci. Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
2015	J	`jnl`	A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods. CoRR Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto, Marcos André Gonçalves
2015	J	`jnl`	A Practical and Effective Sampling Selection Strategy for Large Scale Deduplication. IEEE Trans. Knowl. Data Eng. Guilherme Dal Bianco, Renata Galante, Marcos André Gonçalves, Sérgio D. Canuto, Carlos Alberto Heuser
2015	A	`conf`	A Soft Computing Approach for Learning to Aggregate Rankings. CIKM Javier Alvaro Vargas Muñoz, Ricardo da Silva Torres, Marcos André Gonçalves
2015	—	`conf`	A genealogy of the work of collector: The document and its image. Digital Heritage Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles
2015	A*	`conf`	An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. SIGIR Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins
2015	—	`conf`	Automatic Methods for Disambiguating Author Names in Bibliographic Data Repositories. JCDL Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender
2015	A*	`conf`	BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. SIGIR Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
2015	—	`conf`	Combining Classifiers and User Feedback for Disambiguating Author Names. JCDL Emília A. de Souza, Anderson A. Ferreira, Marcos André Gonçalves
2015	Misc	`conf`	G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. SAC Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira
2015	A	`conf`	On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain. WSDM Isac S. Ribeiro, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender
2015	B	`conf`	On the Impact of Academic Factors on Scholar Popularity: A Cross-Area Study. TPDL Pablo Figueira, Gabriel Pacheco, Jussara M. Almeida, Marcos André Gonçalves
2015	J	`jnl`	On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster method. Int. J. Digit. Libr. Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira
2015	A	`conf`	Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. CIKM Felipe Viegas, Marcos André Gonçalves, Wellington Martins, Leonardo Rocha
2015	J	`jnl`	Predicting the popularity of micro-reviews: A Foursquare case study. Inf. Sci. Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves
2015	—	`conf`	RECOD @ Placing Task of MediaEval 2015. MediaEval 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
2015	—	`conf`	Recod @ MediaEval 2015: Diverse Social Images Retrieval. MediaEval 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
2014	J	`jnl`	A Two-stage active learning method for learning to rank. J. Assoc. Inf. Sci. Technol. Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso
2014	—	`conf`	Characterizing scholar popularity: A case study in the Computer Science research community. JCDL Glauber D. Gonçalves, Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves
2014	—	`conf`	Combining domain-specific heuristics for author name disambiguation. JCDL Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira
2014	J	`jnl`	Disambiguating Author Names using Minimum Bibliographic Information. World Digit. Libr. Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender
2014	B	`conf`	Diversity-driven learning for multimodal image retrieval with relevance feedback. ICIP Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves
2014	—	`conf`	How you post is who you are: characterizing google+ status updates across social groups. HT Evandro Cunha, Gabriel Magno, Marcos André Gonçalves, César Cambraia, Virgílio A. F. Almeida
2014	J	`jnl`	Improving the Effectiveness of Content Popularity Prediction Methods using Time Series Trends. CoRR Flavio Figueiredo, Marcos André Gonçalves, Jussara M. Almeida
2014	J	`jnl`	Multimodal retrieval with relevance feedback based on genetic programming. Multim. Tools Appl. Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves
2014	—	`conf`	Noticing the other gender on Google+. WebSci Diego Couto de Las Casas, Gabriel Magno, Evandro Cunha, Marcos André Gonçalves, César Cambraia, Virgílio A. F. Almeida
2014	A	`conf`	On Efficient Meta-Level Features for Effective Text Classification. CIKM Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins
2014	J	`jnl`	On the Dynamics of Social Media Popularity: A YouTube Case Study. CoRR Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
2014	J	`jnl`	On the Dynamics of Social Media Popularity: A YouTube Case Study. ACM Trans. Internet Techn. Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
2014	J	`jnl`	Personalized and object-centered tag recommendation methods for Web 2.0 applications. Inf. Process. Manag. Fabiano Muniz Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves
2014	—	`conf`	Popularity dynamics of foursquare micro-reviews. COSN Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves, Daniel Souza, Guilherme de Castro Mendes Gomes
2014	—	`conf`	Quality assessment of collaborative content with minimal information. JCDL Daniel Hasan Dalip, Harlley Lima, Marcos André Gonçalves, Marco Cristo, Pável Calado
2014	J	`jnl`	Reducing Fragmentation in Incremental Author Name Disambiguation. J. Inf. Data Manag. Luciano Vilas Boas Esperidião, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves, David Menotti Gomes, Andréa Iabrudi Tavares, Guilherme Tavares de Assis
2014	J	`jnl`	Self-training author name disambiguation for information scarce scenarios. J. Assoc. Inf. Sci. Technol. Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender
2014	J	`jnl`	TrendLearner: Early Prediction of Popularity Trends of User Generated Content. CoRR Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
2014	Misc	`conf`	What makes your opinion popular?: predicting the popularity of micro-reviews in foursquare. SAC Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves
2013	J	`jnl`	A Comparative Study of Learning-to-Rank Techniques for Tag Recommendation. J. Inf. Data Manag. Sérgio D. Canuto, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
2013	—	`conf`	A formal approach for the specification of digital complex objects. WebMedia Ticiana Oniki Toffoli, Nádia Puchalski Kozievitch, Marcos André Gonçalves, Ricardo da Silva Torres
2013	—	`conf`	A relevance feedback approach for the author name disambiguation problem. JCDL Thiago A. Godoi, Ricardo da Silva Torres, Ariadne Maria Brito Rizzoni Carvalho, Marcos André Gonçalves, Anderson A. Ferreira, Weiguo Fan, Edward A. Fox
2013	B	`conf`	Adaptive spammer detection at the source network. GLOBECOM Pedro Henrique B. Las-Casas, Dorgival O. Guedes, Jussara M. Almeida, Artur Ziviani, Marcos André Gonçalves, Humberto T. Marques-Neto
2013	J	`jnl`	An evolutionary approach to complex schema matching. Inf. Syst. Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva
2013	J	`jnl`	Assessing the quality of textual features in social media. Inf. Process. Manag. Flavio Figueiredo, Henrique Pinto, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura
2013	J	`jnl`	Evaluation of parameters for combining multiple textual sources of evidence for Web image retrieval using genetic programming. J. Braz. Comput. Soc. Patricia Correia Saraiva, João M. B. Cavalcanti, Marcos André Gonçalves, Katia C. Lage dos Santos, Edleno Silva de Moura, Ricardo da Silva Torres
2013	A	`conf`	Exploiting Novelty and Diversity in Tag Recommendation. ECIR Fabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves
2013	A*	`conf`	Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow. SIGIR Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
2013	C	`conf`	GPU-NB: A Fast CUDA-Based Implementation of Naïve Bayes. SBAC-PAD Guilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves, Renato Ferreira
2013	J	`jnl`	Is Learning to Rank Worth It? A Statistical Analysis of Learning to Rank Methods CoRR Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida, Marcos André Gonçalves
2013	J	`jnl`	Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank Methods in the LETOR Benchmarks. J. Inf. Data Manag. Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara M. Almeida, Marcos André Gonçalves
2013	—	`book`	Key Issues Regarding Digital Libraries: Evaluation and Integration Key Issues Regarding Digital Libraries Rao Shen, Marcos André Gonçalves, Edward A. Fox
2013	—	`conf`	Measuring and addressing the impact of cold start on associative tag recommenders. WebMedia Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves
2013	—	`conf`	Multimodal Image Geocoding: The 2013 RECOD's Approach. MediaEval Lin Tzy Li, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Daniel Carlos Guimarães Pedronette, Marcos André Gonçalves, Ricardo da Silva Torres
2013	—	`conf`	Polarity Detection of Foursquare Tips. SocInfo Felipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Daniel Hasan Dalip, Jussara M. Almeida, Marcos André Gonçalves
2013	—	`conf`	Polarity analysis of micro reviews in foursquare. WebMedia Felipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Jussara M. Almeida, Marcos André Gonçalves
2013	J	`jnl`	Temporal contexts: Effective text classification in evolving document collections. Inf. Syst. Leonardo Rocha, Fernando Mourão, Hilton de Oliveira Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.
2013	A	`conf`	Topic diversity in tag recommendation. RecSys Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves
2013	B	`conf`	Tuning large scale deduplication with reduced effort. SSDBM Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves
2013	—	`conf`	UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências Bibliográficas. SBBD (Short Papers) Sérgio D. Canuto, Guilherme Dal Bianco, Marcos André Gonçalves, Jussara M. Almeida, Thierson Couto
2013	A	`conf`	Using early view patterns to predict the popularity of youtube videos. WSDM Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves
2012	J	`jnl`	A Genetic Programming Approach to Record Deduplication. IEEE Trans. Knowl. Data Eng. Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva
2012	J	`jnl`	A Multi-view Approach for the Quality Assessment of Wiki Articles. J. Inf. Data Manag. Daniel Hasan Dalip, Marcos André Gonçalves, Thiago N. C. Cardoso, Marco Cristo, Pável Calado
2012	J	`jnl`	A brief survey of automatic methods for author name disambiguation. SIGMOD Rec. Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender
2012	—	`conf`	A gender based study of tagging behavior in twitter. HT Evandro Cunha, Gabriel Magno, Virgílio A. F. Almeida, Marcos André Gonçalves, Fabrício Benevenuto
2012	J	`jnl`	A tool for generating synthetic authorship records for evaluating author name disambiguation methods. Inf. Sci. Anderson A. Ferreira, Marcos André Gonçalves, Jussara M. Almeida, Alberto H. F. Laender, Adriano Veloso
2012	—	`conf`	Active associative sampling for author name disambiguation. JCDL Anderson A. Ferreira, Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso, Alberto H. F. Laender
2012	—	`conf`	Advertisement selection for online videos. WebMedia Karla Okada, Edleno Silva de Moura, Marco Cristo, David Fernandes de Oliveira, Marcos André Gonçalves, Klessius Berlt
2012	B	`conf`	Aggressive and effective feature selection using genetic programming. IEEE Congress on Evolutionary Computation Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves
2012	—	`conf`	Analysis of vulnerability to facebook users. WebMedia Michelle Hanne, Cristiano M. Silva, Jussara M. Almeida, Marcos André Gonçalves
2012	B	`conf`	Automatic Vandalism Detection in Wikipedia with Active Associative Classification. TPDL Maria I. M. Sumbana, Marcos André Gonçalves, Rodrigo Silva Oliveira, Jussara M. Almeida, Adriano Veloso
2012	A	`conf`	Automatic query expansion based on tag recommendation. CIKM Vitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belém, Wladmir C. Brandão, Jussara M. Almeida, Nivio Ziviani, Marcos André Gonçalves
2012	J	`jnl`	Cost-effective on-demand associative author name disambiguation. Inf. Process. Manag. Adriano Veloso, Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender, Wagner Meira Jr.
2012	—	`conf`	Exploiting relevance, novelty and diversity in tag recommendation. WebMedia Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves
2012	J	`jnl`	Improving Author Name Disambiguation with User Relevance Feedback. J. Inf. Data Manag. Anderson A. Ferreira, Tales Mota Machado, Marcos André Gonçalves
2012	B	`conf`	Improving On-Demand Learning to Rank through Parallelism. WISE Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos André Gonçalves
2012	—	`conf`	Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank Methods. SBBD (Short Papers) Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida, Marcos André Gonçalves
2012	B	`conf`	On MultiView-Based Meta-learning for Automatic Quality Assessment of Wiki Articles. TPDL Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
2012	J	`jnl`	Practical Detection of Spammers and Content Promoters in Online Video Sharing Systems. IEEE Trans. Syst. Man Cybern. Part B Fabrício Benevenuto, Tiago Rodrigues, Adriano Veloso, Jussara M. Almeida, Marcos André Gonçalves, Virgílio A. F. Almeida
2012	—	`conf`	Ranqueamento Supervisionado de Autores em Redes de Colaboração Científica. SBBD (Short Papers) Paulo J. L. Alvarenga, Marcos André Gonçalves, Daniel R. Figueiredo
2012	—	`conf`	Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na Wikipedia. SBBD (Short Papers) Maria I. M. Sumbana, Allan J. C. Silva, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa
2012	J	`jnl`	Sentiment-based influence detection on Twitter. J. Braz. Comput. Soc. Carolina A. S. Bigonha, Thiago N. C. Cardoso, Mirella M. Moro, Marcos André Gonçalves, Virgílio A. F. Almeida
2012	—	`book`	Theoretical Foundations for Digital Libraries: The 5S (Societies, Scenarios, Spaces, Structures, Streams) Approach Theoretical Foundations for Digital Libraries Edward A. Fox, Marcos André Gonçalves, Rao Shen
2012	J	`jnl`	Time-Aware Ranking in Sport Social Networks. J. Inf. Data Manag. Péterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo
2012	—	`conf`	UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. MediaEval Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida
2011	J	`jnl`	A generic Web-based entity resolution framework. J. Assoc. Inf. Sci. Technol. Denilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves
2011	J	`jnl`	A relevance feedback method based on genetic programming for classification of remote sensing images. Inf. Sci. Jefersson A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli
2011	—	`conf`	A source independent framework for research paper recommendation. JCDL Cristiano Nascimento, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves
2011	J	`jnl`	An unsupervised heuristic-based approach for bibliographic metadata deduplication. Inf. Process. Manag. Eduardo N. Borges, Moisés G. de Carvalho, Renata de Matos Galante, Marcos André Gonçalves, Alberto H. F. Laender
2011	B	`conf`	Assessing documents' credibility with genetic programming. IEEE Congress on Evolutionary Computation João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.
2011	A*	`conf`	Associative tag recommendation exploiting multiple textual features. SIGIR Fabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves
2011	J	`jnl`	Automatic Assessment of Document Quality in Web Collaborative Digital Libraries. ACM J. Data Inf. Qual. Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
2011	—	`conf`	Building a research social network from an individual perspective. JCDL Alberto H. F. Laender, Mirella M. Moro, Marcos André Gonçalves, Clodoveu A. Davis Jr., Altigran Soares da Silva, Allan J. C. Silva, Carolina A. S. Bigonha, Daniel Hasan Dalip, Eduardo M. Barbosa, Eli Cortez, Peterson S. Procópio Jr., Rafael Odon de Alencar, Thiago N. C. Cardoso, Thiago Salles
2011	J	`jnl`	Calibrated lazy associative classification. Inf. Sci. Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Humberto Mossri de Almeida, Mohammed Javeed Zaki
2011	J	`jnl`	Competence-Conscious Associative Rank Aggregation. J. Inf. Data Manag. Adriano Veloso, Marcos André Gonçalves, Wagner Meira Jr.
2011	J	`jnl`	Evaluating Retrieval Effectiveness of Descriptors for Searching in Large Image Databases. J. Inf. Data Manag. Petrina A. S. Kimura, João M. B. Cavalcanti, Patricia Correia Saraiva, Ricardo da Silva Torres, Marcos André Gonçalves
2011	A*	`conf`	GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications. SIGIR Saulo M. R. Ricci, Dilson Almeida Guimarães, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves, Raquel Oliveira Prates
2011	—	`conf`	GreenWiki: a tool to support users' assessment of the quality of Wikipedia articles. JCDL Daniel Hasan Dalip, Raquel Lara dos Santos, Diogo Rennó Rocha de Oliveira, Valéria Freitas Amaral, Marcos André Gonçalves, Raquel Oliveira Prates, Raquel Cardoso de Melo Minardi, Jussara Marques de Almeida
2011	J	`jnl`	Incremental Unsupervised Name Disambiguation in Cleaned Digital Libraries. J. Inf. Data Manag. Ana Paula de Carvalho, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves
2011	J	`jnl`	Information Retrieval Research at UFMG. J. Inf. Data Manag. Nivio Ziviani, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Adriano Veloso
2011	J	`jnl`	Relevance feedback based on genetic programming for image retrieval. Pattern Recognit. Lett. Cristiano D. Ferreira, Jefersson A. dos Santos, Ricardo da Silva Torres, Marcos André Gonçalves, Rodrigo Carvalho Rezende, Weiguo Fan
2011	—	`conf`	Rule-Based Active Sampling for Learning to Rank. ECML/PKDD (3) Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso
2011	J	`jnl`	Tackling Temporal Effects in Automatic Document Classification. J. Inf. Data Manag. Thiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo Rocha, Marcos André Gonçalves
2011	J	`jnl`	Towards a Formal Theory for Complex Objects and Content-Based Image Retrieval. J. Inf. Data Manag. Nádia P. Kozievitch, Jurandy Almeida, Ricardo da Silva Torres, Neucimar J. Leite, Marcos André Gonçalves, Uma Murthy, Edward A. Fox
2011	—	`conf`	Uma Abordagem Multi-Visão para a Estimativa de Qualidade de Artigos de Wikis. SBBD (Short Papers) Daniel Hasan Dalip, Thiago N. C. Cardoso, Marcos André Gonçalves, Marco Cristo, Pável Calado
2011	J	`jnl`	Word co-occurrence features for text classification. Inf. Syst. Fábio Figueiredo, Leonardo Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.
2010	J	`jnl`	A Multi-view Approach for Detecting Non-Cooperative Users in Online Video Sharing Systems. J. Inf. Data Manag. Hendrickson Reiter Langbehn, Saulo M. R. Ricci, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa, Fabrício Benevenuto
2010	B	`conf`	Active Learning Genetic programming for record deduplication. IEEE Congress on Evolutionary Computation Junio de Freitas, Gisele L. Pappa, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura, Adriano Veloso, Alberto H. F. Laender, Moisés G. de Carvalho
2010	J	`jnl`	An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations. J. Assoc. Inf. Sci. Technol. Ricardo G. Cota, Anderson A. Ferreira, Cristiano Nascimento, Marcos André Gonçalves, Alberto H. F. Laender
2010	—	`conf`	Assessing the Value of Contributions in Tagging Systems. SocialCom/PASSAT Elizeu Santos-Neto, Flavio Figueiredo, Jussara M. Almeida, Miranda Mowbray, Marcos André Gonçalves, Matei Ripeanu
2010	J	`jnl`	Assessing the quality of scientific conferences based on bibliographic citations. Scientometrics Waister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Nivio Ziviani
2010	J	`jnl`	Automatic Document Classification Temporally Robust. J. Inf. Data Manag. Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.
2010	J	`jnl`	Automatic Selection of Training Examples for a Record Deduplication Method Based on Genetic Programming. J. Inf. Data Manag. Gabriel Silva Gonçalves, Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
2010	J	`jnl`	Characterization and Analysis of User Profiles in Online Video Sharing Systems. J. Inf. Data Manag. Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2010	J	`jnl`	Classifying documents with link-based bibliometric measures. Inf. Retr. Thierson Couto, Nivio Ziviani, Pável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Wladmir C. Brandão
2010	—	`conf`	Demand-Driven Tag Recommendation. ECML/PKDD (2) Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani
2010	—	`conf`	Effective self-training author name disambiguation in scholarly digital libraries. JCDL Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender
2010	J	`jnl`	Equal but different: a contextual analysis of duplicated videos on YouTube. J. Braz. Comput. Soc. Tiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2010	J	`jnl`	Estimating the Credibility of Examples in Automatic Document Classification. J. Inf. Data Manag. João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.
2010	A	`conf`	Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. CIKM Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa
2010	—	`conf`	Geographical classification of documents using evidence from Wikipedia. GIR Rafael Odon de Alencar, Clodoveu A. Davis Jr., Marcos André Gonçalves
2010	J	`jnl`	Learning to Rank using Query-Level Rules. J. Inf. Data Manag. Adriano Veloso, Marcos André Gonçalves, Wagner Meira Jr., Humberto Mossri de Almeida
2010	—	`conf`	Learning to rank for content-based image retrieval. Multimedia Information Retrieval Fábio Augusto Faria, Adriano Veloso, Humberto Mossri de Almeida, Eduardo Valle, Ricardo da Silva Torres, Marcos André Gonçalves, Wagner Meira Jr.
2010	—	`conf`	ONDUX: on-demand unsupervised learning for information extraction. SIGMOD Conference Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura
2010	J	`jnl`	On Popularity in the Blogosphere. IEEE Internet Comput. Marcos André Gonçalves, Jussara M. Almeida, Luiz G. P. dos Santos, Alberto H. F. Laender, Virgílio A. F. Almeida
2010	J	`jnl`	On the Quality of Information for Web 2.0 Services. IEEE Internet Comput. Jussara M. Almeida, Marcos André Gonçalves, Flavio Figueiredo, Henrique Pinto, Fabiano Muniz Belém
2010	J	`jnl`	PaMS: A component-based service for finding the missing full text of articles cataloged in a digital library. Inf. Syst. Rodrygo L. T. Santos, Alberto H. F. Laender, Marcos André Gonçalves, Allan J. C. Silva, Hugo S. Santos
2010	A*	`conf`	Temporally-aware algorithms for document classification. SIGIR Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves
2010	B	`conf`	Tuning Genetic Programming parameters with factorial designs. IEEE Congress on Evolutionary Computation Elisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos André Gonçalves, Wagner Meira Jr.
2010	J	`jnl`	Using structural information to improve search in Web collections. J. Assoc. Inf. Sci. Technol. Edleno Silva de Moura, David Fernandes de Oliveira, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves
2010	J	`jnl`	Video Pollution on the Web. First Monday Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves, Keith W. Ross
2010	J	`jnl`	WCL2R: A Benchmark Collection for Learning to Rank Research with Clickthrough Data. J. Inf. Data Manag. Otávio D. A. Alcântara, Álvaro R. Pereira Jr., Humberto Mossri de Almeida, Marcos André Gonçalves, Christian Middleton, Ricardo Baeza-Yates
2009	J	`jnl`	A Genre-Aware Approach to Focused Crawling. World Wide Web Guilherme T. de Assis, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva
2009	—	`conf`	A contextual analysis of the YouTube duplicate content. WebMedia Tiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2009	J	`jnl`	A flexible approach for extracting metadata from bibliographic citations. J. Assoc. Inf. Sci. Technol. Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura
2009	J	`jnl`	A genetic programming framework for content-based image retrieval. Pattern Recognit. Ricardo da Silva Torres, Alexandre X. Falcão, Marcos André Gonçalves, João P. Papa, Baoping Zhang, Weiguo Fan, Edward A. Fox
2009	J	`jnl`	An evolutionary approach for combining different sources of evidence in search engines. Inf. Syst. Thomaz Philippe C. Silva, Edleno Silva de Moura, João M. B. Cavalcanti, Altigran Soares da Silva, Moisés G. de Carvalho, Marcos André Gonçalves
2009	J	`jnl`	Automatic evaluation of digital libraries with 5SQual. J. Informetrics Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox
2009	—	`conf`	Automatic quality assessment of content created collaboratively by web communities: a case study of wikipedia. JCDL Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado
2009	—	`conf`	Characterizing use and quality of textual attributes in Web 2.0 applications. WebMedia Flavio Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Virgílio A. F. Almeida, Marco Cristo
2009	—	`conf`	Classificação Automática de Documentos Robusta Temporalmente. SBBD Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.
2009	J	`jnl`	Competence-conscious associative classification. Stat. Anal. Data Min. Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves
2009	A*	`conf`	Detecting spammers and content promoters in online video social networks. SIGIR Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2009	—	`conf`	Evaluation of users access and navigation profiles on web video sharing environments. WebMedia Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2009	A	`conf`	Evidence of quality of textual features on the web 2.0. CIKM Flavio Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Marco Cristo
2009	—	`conf`	Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles
2009	J	`jnl`	Finding what is missing from a digital library: A case study in the Computer Science field. Inf. Process. Manag. Allan J. C. Silva, Marcos André Gonçalves, Alberto H. F. Laender, Marco A. B. Modesto, Marco Cristo, Nivio Ziviani
2009	—	`conf`	Learning to assess the quality of scientific conferences: a case study in computer science. JCDL Waister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Gisele L. Pappa
2009	C	`conf`	On-Demand Associative Cross-Language Information Retrieval. SPIRE André Pinto Geraldo, Viviane Pereira Moreira, Marcos André Gonçalves
2009	—	`conf`	Recuperação de Imagens da Web Utilizando Múltiplas Evidências Textuais e Programação Genética. SBBD Katia C. Lage dos Santos, Humberto Mossri de Almeida, Marcos André Gonçalves, Ricardo da Silva Torres
2009	—	`conf`	Seleção Automática de Exemplos de Treino para um Método de Deduplicação de Registros baseado em Programação Genética. SBBD Gabriel Silva Gonçalves, Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
2009	—	`conf`	SyGAR - A Synthetic Data Generator for Evaluating Name Disambiguation Methods. ECDL Anderson A. Ferreira, Marcos André Gonçalves, Jussara M. Almeida, Alberto H. F. Laender, Adriano Veloso
2009	A	`conf`	The Metric Dilemma: Competence-Conscious Associative Classification. SDM Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves
2009	—	`conf`	Using web information for author name disambiguation. JCDL Denilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves, Anderson A. Ferreira
2008	J	`jnl`	A Web services-based framework for building componentized digital libraries. J. Syst. Softw. Rodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender
2008	J	`jnl`	A digital library environment for integrating, disseminating and exploring ecological data. Ecol. Informatics Evandrino G. Barros, Alberto H. F. Laender, Marcos André Gonçalves, Francisco A. R. Barbosa
2008	Misc	`conf`	Analyzing the impact of churn and malicious behavior on the quality of peer-to-peer web search. SAC Fabiano Atalla, Daniel Miranda, Jussara M. Almeida, Marcos André Gonçalves, Virgílio A. F. Almeida
2008	—	`conf`	Detectando usuários maliciosos em interações via vídeos no YouTube. WebMedia Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves
2008	A	`conf`	Exploiting temporal contexts in text classification. CIKM Leonardo Rocha, Fernando Mourão, Adriano C. M. Pereira, Marcos André Gonçalves, Wagner Meira Jr.
2008	A*	`conf`	From concepts to implementation and visualization: tools from a team-based approach to ir. SIGIR Uma Murthy, Ricardo da Silva Torres, Edward A. Fox, Logambigai Venkatachalam, Seungwon Yang, Marcos André Gonçalves
2008	—	`conf`	Image Retrieval with Relevance Feedback based on Genetic Programming. SBBD Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Weiguo Fan
2008	B	`conf`	Keeping a digital library clean: new solutions to old problems. ACM Symposium on Document Engineering Alberto H. F. Laender, Marcos André Gonçalves, Ricardo G. Cota, Anderson A. Ferreira, Rodrygo L. T. Santos, Allan J. C. Silva
2008	A*	`conf`	Learning to rank at query-time using association rules. SIGIR Adriano Veloso, Humberto Mossri de Almeida, Marcos André Gonçalves, Wagner Meira Jr.
2008	Misc	`conf`	Replica identification using genetic programming. SAC Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva
2008	—	`conf`	The Impact of Parameters Setup on a Genetic Programming Approach to Record Deduplication. SBBD Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Thiago C. Porto
2008	Misc	`conf`	The impact of term selection in genre-aware focused crawling. SAC Guilherme T. de Assis, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves
2008	J	`jnl`	Towards a digital library theory: a formal digital library ontology. Int. J. Digit. Libr. Marcos André Gonçalves, Edward A. Fox, Layne T. Watson
2008	—	`conf`	Uma Abordagem Efetiva e Eficiente para Deduplicação de Metadados Bibliográficos de Objetos Digitais. SBBD Eduardo N. Borges, Renata de Matos Galante, Marcos André Gonçalves
2008	A	`conf`	Understanding temporal aspects in document classification. WSDM Fernando Mourão, Leonardo Rocha, Renata Braga Araújo, Thierson Couto, Marcos André Gonçalves, Wagner Meira Jr.
2007	J	`jnl`	"What is a good digital library?" - A quality model for digital libraries. Inf. Process. Manag. Marcos André Gonçalves, Bárbara Lagoeiro Moreira, Edward A. Fox, Layne T. Watson
2007	—	`conf`	5SQual: a quality assessment tool for digital libraries. JCDL Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox
2007	—	`conf`	A Component-Based Digital Library Service for Finding Missing Documents. SBBD Rodrygo L. T. Santos, Allan J. C. Silva, Hugo S. Santos, Alberto H. F. Laender, Marcos André Gonçalves
2007	—	`conf`	A Heuristic-based Hierarchical Clustering Method for Author Name Disambiguation in Digital Libraries. SBBD Ricardo G. Cota, Marcos André Gonçalves, Alberto H. F. Laender
2007	A*	`conf`	A combined component approach for finding collection-adapted ranking functions based on genetic programming. SIGIR Humberto Mossri de Almeida, Marcos André Gonçalves, Marco Cristo, Pável Calado
2007	A	`conf`	Computing block importance for searching on web sites. CIKM David Fernandes de Oliveira, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves
2007	—	`conf`	Evaluating Digital Libraries with 5SQual. ECDL Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox
2007	J	`jnl`	Evaluating a digital library self-archiving service: The BDBComp user case study. Inf. Process. Manag. Lena Veiga e Silva, Marcos André Gonçalves, Alberto H. F. Laender
2007	C	`conf`	Exploiting Genre in Focused Crawling. SPIRE Guilherme T. de Assis, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva
2007	—	`conf`	FLUX-CIM: flexible unsupervised extraction of citation metadata. JCDL Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura
2007	—	`conf`	Multi-label Lazy Associative Classification. PKDD Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki
2007	—	`conf`	PIM through a 5S perspective. JCDL Yi Ma, Edward A. Fox, Marcos André Gonçalves
2007	—	`conf`	Personal digital library: pim through a 5s perspective. PIKM Yi Ma, Edward A. Fox, Marcos André Gonçalves
2007	J	`jnl`	Transitioning from the ecological fieldwork to an online repository: a digital library solution and evaluation. Int. J. Digit. Libr. Evandrino G. Barros, Alberto H. F. Laender, Marcos André Gonçalves, Ricardo G. Cota, Francisco A. R. Barbosa
2006	—	`conf`	A Content-Based Image Retrieval Service for Archaeology Collections. ECDL Naga Srinivas Vemuri, Ricardo da Silva Torres, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox
2006	—	`ch.`	A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital Libraries. Soft Computing in Web Information Retrieva Baoping Zhang, Weiguo Fan, Yuxin Chen, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado
2006	—	`conf`	A comparative study of citations and links in document classification. JCDL Thierson Couto, Marco Cristo, Marcos André Gonçalves, Pável Calado, Nivio Ziviani, Edleno Silva de Moura, Berthier A. Ribeiro-Neto
2006	J	`jnl`	A digital library framework for biodiversity information systems. Int. J. Digit. Libr. Ricardo da Silva Torres, Claudia Bauzer Medeiros, Marcos André Gonçalves, Edward A. Fox
2006	—	`conf`	Design, Implementation, and Evaluation of a Wizard Tool for Setting Up Component-Based Digital Libraries. ECDL Rodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender
2006	A*	`conf`	Learning to advertise. SIGIR Anísio Lacerda, Marco Cristo, Marcos André Gonçalves, Weiguo Fan, Nivio Ziviani, Berthier A. Ribeiro-Neto
2006	—	`conf`	Learning to deduplicate. JCDL Moisés G. de Carvalho, Marcos André Gonçalves, Alberto H. F. Laender, Altigran Soares da Silva
2006	J	`jnl`	Link-based similarity measures for the classification of Web documents. J. Assoc. Inf. Sci. Technol. Pável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Nivio Ziviani
2006	A	`conf`	Multi-evidence, multi-criteria, lazy associative document classification. CIKM Adriano Veloso, Wagner Meira Jr., Marco Cristo, Marcos André Gonçalves, Mohammed Javeed Zaki
2006	—	`conf`	On RDBMS and Workflow Support for Componentized Digital Libraries. SBBD Pablo A. Roberto, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender
2005	A	`conf`	A new framework to combine descriptors for content-based image retrieval. CIKM Ricardo da Silva Torres, Alexandre X. Falcão, Baoping Zhang, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Pável Calado
2005	—	`conf`	A usability evaluation study of a digital library self-archiving service. JCDL Lena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves
2005	—	`conf`	Bibliotecas Digitais/Digital Libraries. SBBD Marcos André Gonçalves
2005	—	`conf`	Incremental, Semi-automatic, Mapping-Based Integration of Heterogeneous Collections into Archaeological Digital Libraries: Megiddo Case Study. ECDL Ananth Raghavan, Naga Srinivas Vemuri, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox
2005	A	`conf`	Intelligent GP fusion from multiple sources for text classification. CIKM Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado
2005	A*	`conf`	Intelligent fusion of structural and citation-based evidence for text classification. SIGIR Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado
2005	—	`conf`	Introduction to (teaching/learning about) digital libraries. JCDL Edward A. Fox, Marcos André Gonçalves
2005	—	`conf`	Remoção de Ambiguidades na Identificação de Autoria de Objetos Bibliográficos. SBBD Jean W. A. Oliveira, Alberto H. F. Laender, Marcos André Gonçalves
2005	—	`conf`	Requirements Gathering and Modeling of Domain-Specific Digital Libraries with the 5S Framework: An Archaeological Case Study with ETANA. ECDL Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox
2005	J	`jnl`	Schema Mapper: A Visualization Tool for Digital Library Integration. Bull. IEEE Tech. Comm. Digit. Libr. Ananth Raghavan, Divya Rangarajan, Rao Shen, Marcos André Gonçalves, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox
2005	—	`conf`	Schema mapper: a visualization tool for DL integration. JCDL Ananth Raghavan, Divya Rangarajan, Rao Shen, Marcos André Gonçalves, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox
2005	—	`conf`	The Role of Digital Libraries in Moving Toward Knowledge Environments. From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments Edward A. Fox, Marcos André Gonçalves, Rao Shen
2005	—	`conf`	Uma Biblioteca Digital Georreferenciada para Dados Ecológicos. SBBD Evandrino G. Barros, Ligiane A. de Souza, Ricardo G. Cota, Karla A. V. Borges, Alberto H. F. Laender, Marcos André Gonçalves, Francisco A. R. Barbosa
2004	—	`conf`	An OAI compliant content-based image search component. JCDL Ricardo da Silva Torres, Claudia Bauzer Medeiros, Marcos André Gonçalves, Edward A. Fox
2004	—	`conf`	BDBComp: building a digital library for the Brazilian computer science community. JCDL Alberto H. F. Laender, Marcos André Gonçalves, Pablo A. Roberto
2004	A	`conf`	Combining structural and citation-based evidence for text classification. CIKM Baoping Zhang, Marcos André Gonçalves, Weiguo Fan, Yuxin Chen, Edward A. Fox, Pável Calado, Marco Cristo
2004	—	`conf`	ETANA-DL: a digital library for integrated handling of heterogeneous archaeological data. JCDL Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan
2004	—	`conf`	ETANA-DL: managing complex information applications - an archaeology digital library. JCDL Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan
2004	—	`conf`	Modelagem de Bibliotecas Digitais usando a Abordagem 5S: Um Estudo de Caso. SBBD David Patricio Viscarra del Pozo, Lena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves
2004	—	`conf`	Prototyping Digital Libraries Handling Heterogeneous Data Sources - The ETANA-DL Case Study. ECDL Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan
2004	J	`jnl`	Recommender Systems Research: A Connection-Centric Survey. J. Intell. Inf. Syst. Saverio Perugini, Marcos André Gonçalves, Edward A. Fox
2004	—	`—`	Streams, Structures, Spaces,Scenarios, and Societies (5S): A Formal Digital Library Framework and Its Applications. Marcos André Gonçalves
2004	J	`jnl`	Streams, structures, spaces, scenarios, societies (5s): A formal model for digital libraries. ACM Trans. Inf. Syst. Marcos André Gonçalves, Edward A. Fox, Layne T. Watson, Neill A. Kipp
2004	—	`conf`	The effectiveness of automatically structured queries in digital libraries. JCDL Marcos André Gonçalves, Edward A. Fox, Aaron Krowne, Pável Calado, Alberto H. F. Laender, Altigran Soares da Silva, Berthier A. Ribeiro-Neto
2004	—	`conf`	Using digital library components for biodiversity systems. JCDL Ricardo da Silva Torres, Claudia Bauzer Medeiros, Renata Queiroz Dividino, Mauricio Augusto Figueiredo, Marcos André Gonçalves, Edward A. Fox, Ryan Richardson
2003	—	`conf`	5SGraph Demo: A Graphical Modeling Tool for Digital Libraries. JCDL Qinwei Zhu, Marcos André Gonçalves, Edward A. Fox
2003	—	`conf`	An OAI-Based Filtering Service for CITIDEL from NDLTD. ICADL Baoping Zhang, Marcos André Gonçalves, Edward A. Fox
2003	A	`conf`	Combining link-based and content-based methods for web document classification. CIKM Pável Calado, Marco Cristo, Edleno Silva de Moura, Nivio Ziviani, Berthier A. Ribeiro-Neto, Marcos André Gonçalves
2003	—	`conf`	Harvesting: Broadening the Field of Distributed Information Retrieval. Distributed Multimedia 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
2003	—	`conf`	Scenario-Based Generation of Digital Library Services. ECDL Rohit Kelapure, Marcos André Gonçalves, Edward A. Fox
2003	—	`conf`	The Web-DL Environment for Building Digital Libraries from the Web. JCDL Pável Calado, Marcos André Gonçalves, Edward A. Fox, Berthier A. Ribeiro-Neto, Alberto H. F. Laender, Altigran Soares da Silva, Davi de Castro Reis, Pablo A. Roberto, Monique V. Vieira, Juliano Palmieri Lage
2003	—	`conf`	The XML Log Standard for Digital Libraries: Analysis, Evolution, and Deployment. JCDL Marcos André Gonçalves, Ganesh Panchanathan, Unnikrishnan Ravindranathan, Aaron Krowne, Edward A. Fox, Filip Jagodzinski, Lillian N. Cassel
2003	—	`conf`	Visual Semantic Modeling of Digital Libraries. ECDL Qinwei Zhu, Marcos André Gonçalves, Rao Shen, Lillian N. Cassel, Edward A. Fox
2002	—	`conf`	5SL: a language for declarative specification and generation of digital libraries. JCDL Marcos André Gonçalves, Edward A. Fox
2002	J	`jnl`	A Connection-Centric Survey of Recommender Systems Research CoRR Saverio Perugini, Marcos André Gonçalves, Edward A. Fox
2002	—	`conf`	An XML Log Standard and Tool for Digital Library Logging Analysis. ECDL Marcos André Gonçalves, Ming Luo, Rao Shen, Mir Farooq Ali, Edward A. Fox
2002	C	`conf`	Java MARIAN: From an OPAC to a Modern Digital Library System. SPIRE Marcos André Gonçalves, Paul Mather, Jun Wang, Ye Zhou, Ming Luo, Ryan Richardson, Rao Shen, Liang Xu, Edward A. Fox
2002	J	`jnl`	The networked digital library of theses and dissertations: Changes in the university community. J. Comput. High. Educ. Edward A. Fox, Marcos André Gonçalves, Gail McMillan, John L. Eaton, Anthony Atkins, Neill A. Kipp
2002	A	`conf`	Web-DL: an experience in building digital libraries from the web. CIKM 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
2001	A*	`conf`	Building Interoperable Digital Library Services: MARIAN, Open Archives and NDLTD. SIGIR Edward A. Fox, Robert K. France, Marcos André Gonçalves, Hussein Suleman
2001	—	`conf`	MARIAN: Flexible Interoperability for Federated Digital Libraries. ECDL Marcos André Gonçalves, Robert K. France, Edward A. Fox
2001	—	`conf`	Modeling and Building Personalized Digital Libraries with PIPE and 5SL. DELOS Marcos André Gonçalves, Ali A. Zafer, Naren Ramakrishnan, Edward A. Fox
2001	J	`jnl`	Networked Digital Library of Theses and Dissertations: Bridging the Gaps for Global Access - Part 1: Mission and Progress. D Lib Mag. Hussein Suleman, Anthony Atkins, Marcos André Gonçalves, Robert K. France, Edward A. Fox, Vinod Chachra, Murray Crowder, Jeffrey Young
2001	J	`jnl`	Networked Digital Library of Theses and Dissertations: Bridging the Gaps for Global Access - Part 2: Services and Research. D Lib Mag. Hussein Suleman, Anthony Atkins, Marcos André Gonçalves, Robert K. France, Edward A. Fox, Vinod Chachra, Murray Crowder, Jeffrey Young
2000	—	`conf`	MARIAN Searching and Querying across Heterogeneous Federated Digital Libraries. DELOS Marcos André Gonçalves, Robert K. France, Edward A. Fox, Tamas E. Doszkocs
2000	—	`conf`	NDLTD: una biblioteca digital global de tesis doctorales y de licenciatura. JBIDI José H. Canós, Edward A. Fox, Marcos André Gonçalves, Robert K. France
1999	J	`jnl`	A Framework for Designing and Implementing the User Interface of a Geographic Digital Library. Int. J. Digit. Libr. Juliano Lopes de Oliveira, Marcos André Gonçalves, Claudia Bauzer Medeiros
1999	J	`jnl`	Constructing Geographic Digital Libraries using a Hypermedia Framework. Multim. Tools Appl. Marcos André Gonçalves, Claudia Bauzer Medeiros
1998	J	`jnl`	Initiatives That Center on Scientific Dissemination. Commun. ACM Marcos André Gonçalves, Claudia Bauzer Medeiros