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
2862011
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
922013
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
902011
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
762016
Content-based spam filtering
TA Almeida, A Yamakami
Proceedings of the 2010 International Joint Conference on Neural Networks …, 2010
682010
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
602018
Tubespam: Comment spam filtering on youtube
TC Alberto, JV Lochter, TA Almeida
2015 IEEE 14th international conference on machine learning and applications …, 2015
552015
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
542009
Towards automatic filtering of fake reviews
EF Cardoso, RM Silva, TA Almeida
Neurocomputing 309, 106-116, 2018
512018
Advances in spam filtering techniques
TA Almeida, A Yamakami
Computational Intelligence for Privacy and Security, 199-214, 2012
412012
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
382016
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
362012
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
352012
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
322010
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
292012
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
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
272010
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
242017
MDLText: An efficient and lightweight text classifier
RM Silva, TA Almeida, A Yamakami
Knowledge-Based Systems 118, 152-164, 2017
232017
Robust estimation of camera motion using optical flow models
J Almeida, R Minetto, TA Almeida, RS Torres, NJ Leite
International Symposium on Visual Computing, 435-446, 2009
232009
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