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Tiago A. Almeida
Tiago A. Almeida
Professor of Computer Science, Federal University of Sao Carlos
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Inteligência artificial: uma abordagem de aprendizado de máquina
K Faceli, AC Lorena, J Gama, TA Almeida, ACPLF de Carvalho
678*2021
Contributions to the study of SMS spam filtering: new collection and results
TA Almeida, JMG Hidalgo, A Yamakami
Proceedings of the 11th ACM symposium on Document engineering, 259-262, 2011
5982011
Contributions to the study of fake news in portuguese: New corpus and automatic detection results
RA Monteiro, RLS Santos, TAS Pardo, TA De Almeida, EES Ruiz, ...
Computational Processing of the Portuguese Language: 13th International …, 2018
1912018
Tubespam: Comment spam filtering on youtube
TC Alberto, JV Lochter, TA Almeida
2015 IEEE 14th international conference on machine learning and applications …, 2015
1692015
Towards automatically filtering fake news in Portuguese
RM Silva, RLS Santos, TA Almeida, TAS Pardo
Expert Systems with Applications 146, 113199, 2020
1582020
Towards automatic filtering of fake reviews
EF Cardoso, RM Silva, TA Almeida
Neurocomputing 309, 106-116, 2018
1482018
Towards sms spam filtering: Results under a new dataset
T Almeida, JM Hidalgo, T Silva
International Journal of Information Security Science 2 (1), 1-18, 2013
1372013
Text normalization and semantic indexing to enhance instant messaging and SMS spam filtering
TA Almeida, TP Silva, I Santos, JMG Hidalgo
Knowledge-Based Systems 108, 25-32, 2016
1242016
Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers
TA Almeida, J Almeida, A Yamakami
Journal of Internet Services and Applications 1, 183-200, 2011
1192011
Estimating the inhaled dose of pollutants during indoor physical activity
CA Ramos, JF Reis, T Almeida, F Alves, HT Wolterbeek, SM Almeida
Science of the Total Environment 527, 111-118, 2015
882015
Content-based spam filtering
TA Almeida, A Yamakami
Proceedings of the 2010 International Joint Conference on Neural Networks …, 2010
812010
Short text opinion detection using ensemble of classifiers and semantic indexing
JV Lochter, RF Zanetti, D Reller, TA Almeida
Expert Systems with Applications 62, 243-249, 2016
672016
On the validity of a new SMS spam collection
JMG Hidalgo, TA Almeida, A Yamakami
Proceedings of the 11th IEEE International Conference on Machine Learning …, 2012
612012
Evaluation of approaches for dimensionality reduction applied with naive bayes anti-spam filters
TA Almeida, A Yamakami, J Almeida
Proceedings of the 8th IEEE International Conference on Machine Learning and …, 2009
562009
SMS spam collection
T Almeida, J Hidalgo
UCI Machine Learning Repository, 2012
532012
Advances in spam filtering techniques
TA Almeida, A Yamakami
Computational Intelligence for Privacy and Security, 199-214, 2012
482012
MDLText: An efficient and lightweight text classifier
RM Silva, TA Almeida, A Yamakami
Knowledge-Based Systems 118, 152-164, 2017
412017
Facing the spammers: A very effective approach to avoid junk e-mails
TA Almeida, A Yamakami
Expert Systems with Applications 39 (7), 6557-6561, 2012
392012
Filtering spams using the minimum description length principle
TA Almeida, A Yamakami, J Almeida
Proceedings of the 2010 ACM Symposium on Applied Computing, 1854-1858, 2010
362010
Towards filtering undesired short text messages using an online learning approach with semantic indexing
RM Silva, TC Alberto, TA Almeida, A Yamakami
Expert Systems with Applications 83, 314-325, 2017
312017
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