Inteligência artificial: uma abordagem de aprendizado de máquina K Faceli, AC Lorena, J Gama, TA Almeida, ACPLF de Carvalho | 619* | 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 | 545 | 2011 |
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 | 175 | 2018 |
Tubespam: Comment spam filtering on youtube TC Alberto, JV Lochter, TA Almeida 2015 IEEE 14th international conference on machine learning and applications …, 2015 | 156 | 2015 |
Towards automatically filtering fake news in Portuguese RM Silva, RLS Santos, TA Almeida, TAS Pardo Expert Systems with Applications 146, 1-14, 2020 | 146 | 2020 |
Towards automatic filtering of fake reviews EF Cardoso, RM Silva, TA Almeida Neurocomputing 309, 106-116, 2018 | 131 | 2018 |
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 | 130 | 2013 |
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 | 116 | 2016 |
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 | 116 | 2011 |
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 | 83 | 2015 |
Content-based spam filtering TA Almeida, A Yamakami Proceedings of the 2010 International Joint Conference on Neural Networks …, 2010 | 80 | 2010 |
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 | 64 | 2016 |
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 | 58 | 2012 |
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 | 56 | 2009 |
Advances in spam filtering techniques TA Almeida, A Yamakami Computational Intelligence for Privacy and Security, 199-214, 2012 | 47 | 2012 |
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 | 39 | 2012 |
MDLText: An efficient and lightweight text classifier RM Silva, TA Almeida, A Yamakami Knowledge-Based Systems 118, 152-164, 2017 | 38 | 2017 |
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 | 36 | 2010 |
SMS spam collection T Almeida, J Hidalgo UCI Machine Learning Repository, 2012 | 35 | 2012 |
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 | 31 | 2012 |