Tiago A. Almeida

Tiago Agostinho de Almeida

CoRR, 2024

2023

Productive Crop Field Detection: A New Dataset and Deep-Learning Benchmark Results.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

An Explainable Model to Support the Decision About the Therapy Protocol for AML.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

An Effective CPT-Based Nonintrusive Load Monitoring for Cognitive Meters.

[BibT_eX]

[DOI]

Wesley Angelino de Souza

IEEE Trans. Smart Grid, 2022

Multi-level out-of-vocabulary words handling approach.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

Interact2Vec: Neural Item and User Embedding for Collaborative Filtering.

[BibT_eX]

[DOI]

Pedro R. Pires

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Time-Dependent Item Embeddings for Collaborative Filtering.

[BibT_eX]

[DOI]

Pedro R. Pires

Amanda C. Pascon

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Gaussian Mixture Descriptors Learner.

[BibT_eX]

[DOI]

Breno L. Freitas

Knowl. Based Syst., 2020

Towards automatically filtering fake news in Portuguese.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

ML-MDLText: An efficient and lightweight multilabel text classifier with incremental learning.

[BibT_eX]

[DOI]

Marciele M. Bittencourt

Antonio M. S. Almeida Neto

Appl. Soft Comput., 2020

Dense Captioning Using Abstract Meaning Representation.

[BibT_eX]

[DOI]

Helena de Medeiros Caseli

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

Deep Learning Models for Representing Out-of-Vocabulary Words.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

ML-MDLText: A Multilabel Text Categorization Technique with Incremental Learning.

[BibT_eX]

[DOI]

Marciele M. Bittencourt

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

MDLText aplicado na Filtragem Automática de SPIM e SMS Spam.

[BibT_eX]

[DOI]

Braz. J. Inf. Syst., 2018

Towards automatic filtering of fake reviews.

[BibT_eX]

[DOI]

Emerson F. Cardoso

Evandro Eduardo Seron Ruiz

Neurocomputing, 2018

Contributions to the Study of Fake News in Portuguese: New Corpus and Automatic Detection Results.

[BibT_eX]

[DOI]

Oto A. Vale

Proceedings of the Computational Processing of the Portuguese Language, 2018

Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers.

[BibT_eX]

[DOI]

Leandro L. Tavares

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Evaluating the impact of corpora used to train distributed text representation models for noisy and short texts.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text Messages.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017

MDLText: An efficient and lightweight text classifier.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

MDLText e Indexação Semântica aplicados na Detecção de Spam nos Comentários do YouTube.

[BibT_eX]

[DOI]

Braz. J. Inf. Syst., 2017

Towards filtering undesired short text messages using an online learning approach with semantic indexing.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

2016

Compression-based spam filter.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2016

Text normalization and semantic indexing to enhance Instant Messaging and SMS spam filtering.

[BibT_eX]

[DOI]

Tiago P. Silva

Igor Santos

José María Gómez Hidalgo

Knowl. Based Syst., 2016

Short text opinion detection using ensemble of classifiers and semantic indexing.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Towards Web Spam Filtering Using a Classifier Based on the Minimum Description Length Principle.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Post or Block? Advances in Automatically Filtering Undesired Comments.

[BibT_eX]

[DOI]

Túlio C. Alberto

J. Intell. Robotic Syst., 2015

SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers.

[BibT_eX]

[DOI]

Dheny Fernandes

Kelton A. P. da Costa

João Paulo Papa

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

TubeSpam: Comment Spam Filtering on YouTube.

[BibT_eX]

[DOI]

Túlio C. Alberto

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Can the Online Social Networks Be Used as a Learning Tool? A Case Study in Twitter.

[BibT_eX]

[DOI]

Luciana A. M. Zaina

Guilherme M. Torres

Proceedings of the Learning Technology for Education in Cloud. MOOC and Big Data, 2014

2013

Learning to Block Undesired Comments in the Blogosphere.

[BibT_eX]

[DOI]

Túlio C. Alberto

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Advances in Spam Filtering Techniques.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Privacy and Security, 2012

Occam's razor-based spam filter.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2012

Avaliação de Desempenho de Métodos de Classificação Aplicados na Identificação de Spam Hosts.

[BibT_eX]

[DOI]

Tiago Agostinho de Almeida

Alex Garcia Vaz

Braz. J. Inf. Syst., 2012

Facing the spammers: A very effective approach to avoid junk e-mails.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Redes Neurais Artificiais para Detecção de Web Spams.

[BibT_eX]

[DOI]

Proceedings of the 8th Brazilian Symposium on Information Systems, 2012

An Analysis of Machine Learning Methods for Spam Host Detection.

[BibT_eX]

[DOI]

Wanessa M. D. M. F. Steluti

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

The Assessment of the Quality of Sugar Using Electronic Tongue and Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

On the Validity of a New SMS Spam Collection.

[BibT_eX]

[DOI]

José María Gómez Hidalgo

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Towards Web Spam Filtering with Neural-Based Approaches.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011

Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2011

Contributions to the study of SMS spam filtering: new collection and results.

[BibT_eX]

[DOI]

José María Gómez Hidalgo

Proceedings of the 2011 ACM Symposium on Document Engineering, 2011

2010

Filtering spams using the minimum description length principle.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Probabilistic anti-spam filtering with dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Content-based spam filtering.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Robust Estimation of Camera Motion Using Optical Flow Models.

[BibT_eX]

[DOI]

Rodrigo Minetto

Ricardo da Silva Torres

Neucimar Jerônimo Leite

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters.

[BibT_eX]

[DOI]

Leonardo J. R. Freitas Filho

Proceedings of the International Conference on Machine Learning and Applications, 2009

2007

Artificial Immune System to Find a Set of <i>k</i> -Spanning Trees with Low Costs and Distinct Topologies.

[BibT_eX]

[DOI]

Priscila C. Berbert

Márcia B. Carvalho

Tiago Agostinho de Almeida

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

2005

An Evolutionary Approach to Solve Minimum Spanning Tree Problem with Fuzzy Parameters.

[BibT_eX]

[DOI]