Fabiano Muniz Belém

According to our database, Fabiano Muniz Belém authored at least 36 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks.

Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves

CoRR, 2024

2023

Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents.

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

J. Inf. Data Manag., October, 2023

Dual analysis for helping developers to find collaborators based on co-changed files: An empirical study.

Kattiana Constantino, Fabiano Belém, Eduardo Figueiredo

Softw. Pract. Exp., June, 2023

On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!".

Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves

Inf. Process. Manag., 2023

Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp.

Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente.

Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, Alberto H. F. Laender, Marcos André Gonçalves

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022

A reinforcement learning approach for single redundant view co-training text classification.

Bruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém

Inf. Sci., 2022

Justiça em Sistemas de Recomendação: Uma Análise de Técnicas de Regularização.

Rodrigo O. Lima, Giovanni Comarella, Fabiano Belém, Julio C. S. Reis

Proceedings of the 37th Brazilian Symposium on Databases, 2022

Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais.

Fabiano Muniz Belém, Marcelo A. S. Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves

Proceedings of the 37th Brazilian Symposium on Databases, 2022

2020

Fine-grained tourism prediction: Impact of social and environmental features.

Amir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves

Inf. Process. Manag., 2020

"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products.

Fabiano Muniz Belém, Rodrigo M. Silva, Cláudio Moisés Valiense de Andrade, Gabriel Person, Felipe Mingote, Raphael Ballet, Helton Alponti, Henrique P. de Oliveira, Jussara M. Almeida, Marcos André Gonçalves

Inf. Process. Manag., 2020

2019

Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation.

Fabiano Muniz Belém, André G. Heringer, Jussara M. Almeida, Marcos André Gonçalves

Inf. Process. Manag., 2019

Image Aesthetics and its Effects on Product Clicks in E-Commerce Search.

Fabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

Automatic Generation of Initial Reading Lists: Requirements and Solutions.

Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

2018

Relevance, novelty, diversity and personalization in tag recommendation

Fabiano Muniz Belém

PhD thesis, 2018

Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach.

Amir Khatibi, Fabiano Belém, Ana P. Silva, Dennis E. Shasha, Marcos André Gonçalves

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017

A survey on tag recommendation methods.

Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves

J. Assoc. Inf. Sci. Technol., 2017

Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval.

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

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

2016

Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag Recommendation.

Fabiano Muniz Belém, Carolina S. Batista, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves

ACM Trans. Intell. Syst. Technol., 2016

On cold start for associative tag recommendation.

Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves

J. Assoc. Inf. Sci. Technol., 2016

2014

Personalized and object-centered tag recommendation methods for Web 2.0 applications.

Fabiano Muniz Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves

Inf. Process. Manag., 2014

2013

A Comparative Study of Learning-to-Rank Techniques for Tag Recommendation.

Sérgio D. Canuto, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves

J. Inf. Data Manag., 2013

Assessing the quality of textual features in social media.

Flavio Figueiredo, Henrique Pinto, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura

Inf. Process. Manag., 2013

Measuring and addressing the impact of cold start on associative tag recommenders.

Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Beyond relevance: on novelty and diversity in tag recommendation.

Fabiano Belém

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Topic diversity in tag recommendation.

Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Exploiting Novelty and Diversity in Tag Recommendation.

Fabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the Advances in Information Retrieval, 2013

2012

Exploiting relevance, novelty and diversity in tag recommendation.

Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves

Proceedings of the Brazilian Symposium on Multimedia and the Web, 2012

Automatic query expansion based on tag recommendation.

Vitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belém, Wladmir C. Brandão, Jussara M. Almeida, Nivio Ziviani, Marcos André Gonçalves

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications.

Saulo M. R. Ricci, Dilson Almeida Guimarães, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves, Raquel Oliveira Prates

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Associative tag recommendation exploiting multiple textual features.

Fabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010

On the Quality of Information for Web 2.0 Services.

Jussara M. Almeida, Marcos André Gonçalves, Flavio Figueiredo, Henrique Pinto, Fabiano Muniz Belém

IEEE Internet Comput., 2010

Demand-Driven Tag Recommendation.

Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications.

Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Characterizing use and quality of textual attributes in Web 2.0 applications.

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

Proceedings of the XV Brazilian Symposium on Multimedia and the Web, 2009

Evidence of quality of textual features on the web 2.0.

Flavio Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Marco Cristo

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009