Thierson Couto

According to our database1, Thierson Couto authored at least 31 papers between 2006 and 2021.

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Bibliography

2021
Sentiment analysis with genetic programming.
Inf. Sci., 2021

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study.
Inf. Process. Manag., 2021

2020
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons.
Inf. Syst., 2020

Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling.
Inf. Process. Manag., 2020

Success prediction of crowdfunding campaigns: a two-phase modeling.
Int. J. Web Inf. Syst., 2020

"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Using String-Comparison Measures to Improve and Evaluate Collaborative Filtering Recommender Systems.
Proceedings of the Bias and Social Aspects in Search and Recommendation, 2020

2019
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection.
ACM Trans. Inf. Syst., 2019

Parallel rule-based selective sampling and on-demand learning to rank.
Concurr. Comput. Pract. Exp., 2019

CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification.
IEEE Trans. Knowl. Data Eng., 2018

A taxonomy for sentiment analysis field.
Int. J. Web Inf. Syst., 2018

Using Social Information to Compose a Similarity Function Based on Friends Attendance at Events.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2016
SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks.
Int. J. Medical Informatics, 2016

An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering.
Expert Syst. Appl., 2016

Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014
Extracting New Metrics from Version Control System for the Comparison of Software Developers.
Proceedings of the 2014 Brazilian Symposium on Software Engineering, Maceió, Brazil, September 28, 2014

On Efficient Meta-Level Features for Effective Text Classification.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

A social-evolutionary approach to compose a similarity function used on event recommendation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations.
BMC Bioinform., 2013

UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências Bibliográficas.
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

2012
Improving On-Demand Learning to Rank through Parallelism.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

2011
Word co-occurrence features for text classification.
Inf. Syst., 2011

2010
Modeling the web as a hypergraph to compute page reputation.
Inf. Syst., 2010

Classifying documents with link-based bibliometric measures.
Inf. Retr., 2010

2008
Understanding temporal aspects in document classification.
Proceedings of the International Conference on Web Search and Web Data Mining, 2008

2007
Uso de apontadores na classificação de documentos em coleções digitais.
PhD thesis, 2007

A Hypergraph Model for Computing Page Reputation on Web Collections.
Proceedings of the XXII Simpósio Brasileiro de Banco de Dados, 2007

2006
A comparative study of citations and links in document classification.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006


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