Tiago A. Almeida

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	All	Since 2016
Citations	1364	902
h-index	20	16
i10-index	29	20

260

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20062007200820092010201120122013201420152016201720182019202020214 6 3 5 14 38 116 74 67 119 128 131 153 200 250 35

Co-authors

Renato Moraes SilvaDoutor em Engenharia Elétrica pela Universidade Estadual de Campinas (UNICAMP)Verified email at dt.fee.unicamp.br
Jose Maria Gomez HidalgoAnalytics Manager, PragsisVerified email at pragsis.com
Jurandy AlmeidaAssistant Professor, Universidade Federal de São Paulo (UNIFESP)Verified email at unifesp.br
Johannes Von LochterProfessor at Facens, PhD student at UnicampVerified email at facens.br
Tulio C AlbertoFederal University of São CarlosVerified email at acm.org
Ricardo da Silva TorresFull Professor, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Neucimar J. LeiteProfessor of Institute of Computing, State University of CampinasVerified email at ic.unicamp.br
Rodrigo MinettoFederal University of Technology of Paraná, DAINF, Curitiba, BrazilVerified email at dainf.ct.utfpr.edu.br
Thiago A. S. PardoUniversidade de São PauloVerified email at icmc.usp.br
Roney Lira de Sales SantosUniversity of São PauloVerified email at usp.br
Oto Araújo ValeProfessor Computational Linguistics, Universidade Federal de São CarlosVerified email at ufscar.br
Evandro Eduardo Seron RuizAssociate Professor, Universidade de São PauloVerified email at usp.br
Tiemi SakataProfessor de Ciência da Computação, UFSCar-SorocabaVerified email at ufscar.br
Katti FaceliProfessor de Ciência da Computação, Universidade Federal de São CarlosVerified email at ufscar.br
Dheny FernandesMestre em Ciência da Computação, Universidade Estadual PaulistaVerified email at fc.unesp.br
Kelton CostaProfessor de Computação, UNESP e FATECVerified email at unesp.br
Priscila Cristina Berbert RampazzoResearcher, State University of CampinasVerified email at fca.unicamp.br
João Paulo PapaAssociate Professor, IEEE Senior, Alexander von Humboldt Research Fellow, São Paulo StateVerified email at fc.unesp.br
Pedro R. PiresM.Sc. Student in Computer Science, Federal University of São CarlosVerified email at dcomp.sor.ufscar.br
Luciana ZainaUFSCar - SorocabaVerified email at ufscar.br

Tiago A. Almeida

Professor of Computer Science, Federal University of Sao Carlos

Verified email at ufscar.br - Homepage

Data Science Artificial Intelligence Machine Learning Text Categorization


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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	272	2011
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	90	2011
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	86	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	72	2016
Content-based spam filtering TA Almeida, A Yamakami Proceedings of the 2010 International Joint Conference on Neural Networks …, 2010	67	2010
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	54	2018
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	53	2009
Tubespam: Comment spam filtering on youtube TC Alberto, JV Lochter, TA Almeida 2015 IEEE 14th international conference on machine learning and applications …, 2015	50	2015
Towards automatic filtering of fake reviews EF Cardoso, RM Silva, TA Almeida Neurocomputing 309, 106-116, 2018	42	2018
Advances in spam filtering techniques TA Almeida, A Yamakami Computational Intelligence for Privacy and Security, 199-214, 2012	40	2012
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	37	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	35	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	35	2012
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	32	2010
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	29	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	28	2012
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	26	2010
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	23	2017
MDLText: An efficient and lightweight text classifier RM Silva, TA Almeida, A Yamakami Knowledge-Based Systems 118, 152-164, 2017	23	2017
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	23	2009

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