Fabiano Belém

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 13

Top Topics

Active Learning

Class Separability

Text Classification Tasks

Image Retrieval

Top Venues

Inf. Process. Manag.

Publications

Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. CoRR (2024)
Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabrício Murai, Jussara M. Almeida, Fabricio Benevenuto
Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. CoRR (2023)
Kattiana Constantino, Fabiano Belém, Eduardo Figueiredo
Dual analysis for helping developers to find collaborators based on co-changed files: An empirical study. Softw. Pract. Exp. 53 (6) (2023)
Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto
Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. WebMedia (2023)
Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". Inf. Process. Manag. 60 (4) (2023)
Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Texeira, Alberto H. F. Laender, Marcos André Gonçalves
PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente. SBBD (2023)
Rodrigo O. Lima, Giovanni Comarella, Fabiano Belém, Julio C. S. Reis
Justiça em Sistemas de Recomendação: Uma Análise de Técnicas de Regularização. SBBD (2022)
Bruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém
A reinforcement learning approach for single redundant view co-training text classification. Inf. Sci. 615 (2022)
Amir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves
Fine-grained tourism prediction: Impact of social and environmental features. Inf. Process. Manag. 57 (2) (2020)
Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves
Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL (2019)
Fabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves
Image Aesthetics and its Effects on Product Clicks in E-Commerce Search. eCOM@SIGIR (2019)
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)
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)
Fabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves
Exploiting Novelty and Diversity in Tag Recommendation. ECIR (2013)
Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves
Topic diversity in tag recommendation. RecSys (2013)
Fabiano Belém
Beyond relevance: on novelty and diversity in tag recommendation. SIGIR (2013)
Flavio V. D. de Figueiredo, Henrique Pinto, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura
Assessing the quality of textual features in social media. Inf. Process. Manag. 49 (1) (2013)
Vitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belém, Wladmir C. Brandão, Jussara M. Almeida, Nivio Ziviani, Marcos André Gonçalves
Automatic query expansion based on tag recommendation. CIKM (2012)
Fabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves
Associative tag recommendation exploiting multiple textual features. SIGIR (2011)
Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani
Demand-Driven Tag Recommendation. ECML/PKDD (2) (2010)
Flavio V. D. de Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Marco Cristo
Evidence of quality of textual features on the web 2.0. CIKM (2009)
Flavio V. D. de 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
Characterizing use and quality of textual attributes in Web 2.0 applications. WebMedia (2009)