Tiago A. Almeida
Tiago A. Almeida
Professor of Computer Science, Federal University of Sao Carlos
Verified email at ufscar.br - Homepage
Title
Cited by
Cited by
Year
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
3242011
Towards sms spam filtering: Results under a new dataset
T Almeida, JMG Hidalgo, TP Silva
International Journal of Information Security Science 2 (1), 1-18, 2013
1032013
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 (3), 183-200, 2011
932011
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
852016
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, ...
International Conference on Computational Processing of the Portuguese …, 2018
842018
Tubespam: Comment spam filtering on youtube
TC Alberto, JV Lochter, TA Almeida
2015 IEEE 14th International conference on machine learning and applications …, 2015
692015
Content-based spam filtering
TA Almeida, A Yamakami
Proceedings of the 2010 International Joint Conference on Neural Networks …, 2010
682010
Towards automatic filtering of fake reviews
EF Cardoso, RM Silva, TA Almeida
Neurocomputing 309, 106-116, 2018
632018
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
552009
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
452016
Advances in spam filtering techniques
TA Almeida, A Yamakami
Computational Intelligence for Privacy and Security, 199-214, 2012
432012
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
402012
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
362012
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
352010
Towards automatically filtering fake news in Portuguese
RM Silva, RLS Santos, TA Almeida, TAS Pardo
Expert Systems with Applications 146, 113199, 2020
322020
Artificial neural networks for content-based web spam detection
RM Silva, TA Almeida, A Yamakami
Proceedings on the International Conference on Artificial Intelligence (ICAI), 1, 2012
302012
MDLText: An efficient and lightweight text classifier
RM Silva, TA Almeida, A Yamakami
Knowledge-Based Systems 118, 152-164, 2017
292017
An analysis of machine learning methods for spam host detection
RM Silva, A Yamakami, TA Almeida
2012 11th International Conference on Machine Learning and Applications 2 …, 2012
282012
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
272017
Probabilistic anti-spam filtering with dimensionality reduction
TA Almeida, A Yamakami, J Almeida
Proceedings of the 2010 ACM Symposium on Applied Computing, 1802-1806, 2010
262010
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