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Fabiano Muniz Belém

Fabiano Belém

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2020 – today

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2024
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  - journals/corr/abs-2407-17284
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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 abs/2407.17284 (2024)
2023
[j14]
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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)
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Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves:
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. J. Inf. Data Manag. 14(1) (2023)
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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): 1438-1464 (2023)
[c20]
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Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, 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: 269-281
[c19]
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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: 159-167
[i1]
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  - journals/corr/abs-2308-14782
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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. CoRR abs/2308.14782 (2023)
2022
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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)
[c18]
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Rodrigo O. Lima, Giovanni Comarella, Fabiano Belém, Julio C. S. Reis:
Justiça em Sistemas de Recomendação: Uma Análise de Técnicas de Regularização. SBBD 2022: 177-189
[c17]
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Fabiano Muniz Belém, Marcelo A. S. 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
2020
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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)
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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)

2010 – 2019

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2019
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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)
[c16]
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Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves:
Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL 2019: 1-10
[c15]
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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
2018
[c14]
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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
2017
[j7]
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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)
[c13]
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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:
Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval. MediaEval 2017
2016
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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)
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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)
2014
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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)
2013
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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): 222-247 (2013)
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Sérgio D. Canuto, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
A Comparative Study of Learning-to-Rank Techniques for Tag Recommendation. J. Inf. Data Manag. 4(3): 453-468 (2013)
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Fabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves:
Exploiting Novelty and Diversity in Tag Recommendation. ECIR 2013: 380-391
[c11]
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Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves:
Topic diversity in tag recommendation. RecSys 2013: 141-148
[c10]
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Fabiano Belém:
Beyond relevance: on novelty and diversity in tag recommendation. SIGIR 2013: 1140
[c9]
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Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
Measuring and addressing the impact of cold start on associative tag recommenders. WebMedia 2013: 325-332
2012
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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: 1985-1989
[c7]
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Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves:
Exploiting relevance, novelty and diversity in tag recommendation. WebMedia 2012: 297-300
2011
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Fabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves:
Associative tag recommendation exploiting multiple textual features. SIGIR 2011: 1033-1042
[c5]
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  - conf/sigir/RicciGBAGP11
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Saulo M. R. Ricci, Dilson Almeida Guimarães, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves, Raquel Oliveira Prates:
GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications. SIGIR 2011: 1279-1280
2010
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Jussara M. Almeida, Marcos André Gonçalves, Flavio V. D. de Figueiredo, Henrique Pinto, Fabiano Muniz Belém:
On the Quality of Information for Web 2.0 Services. IEEE Internet Comput. 14(6): 47-55 (2010)
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Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa:
Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. CIKM 2010: 1793-1796
[c3]
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  - conf/pkdd/MenezesABGLMPVZ10
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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: 402-417

2000 – 2009

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2009
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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: 909-918
[c1]
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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: 9

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