Tiago A. Almeida

60 papers A 1B 4C 5Misc 3Journal 29Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Machine Learning in medical research: A systematic literature mapping study.
Artif. Intell. Medicine
Giovanna A. Castro, Luiza G. Barioto, Yu H. Cao, Renato Moraes Silva, Helena de Medeiros Caseli, João A. Machado-Neto, Ricardo Cerri, Aline Villavicencio, Tiago A. Almeida
2025 — conf
Adapting Synthetic Eyes: A Study of Pixel and Feature-Level UDA for Traffic Object Detection.
SIBGRAPI
André N. Medeiros, Renato Moraes Silva, Jurandy Almeida, Tiago A. Almeida
2025 J jnl
Beyond Recommendations: Intrinsic Evaluation Strategies for Item Embeddings in Recommender Systems.
J. Braz. Comput. Soc.
Pedro R. Pires, Tiago A. Almeida
2025 Misc conf
Collaborative filtering through weighted similarities of user and item embeddings.
SAC
Pedro R. Pires, Rafael T. Sereicikas, Gregório F. Azevedo, Tiago A. Almeida
2025 A conf
Exploitation Over Exploration: Unmasking the Bias in Linear Bandit Recommender Offline Evaluation.
RecSys
Pedro R. Pires, Gregório F. Azevedo, Pietro Lo Presti Campos, Rafael T. Sereicikas, Tiago A. Almeida
2025 J jnl
Exploitation Over Exploration: Unmasking the Bias in Linear Bandit Recommender Offline Evaluation.
CoRR
Pedro R. Pires, Gregório F. Azevedo, Pietro Lo Presti Campos, Rafael T. Sereicikas, Tiago A. Almeida
2025 J jnl
Interact2Vec - An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems.
Appl. Soft Comput.
Pedro R. Pires, Tiago A. Almeida
2025 J jnl
Interact2Vec - An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems.
CoRR
Pedro R. Pires, Tiago A. Almeida
2025 J jnl
Vulnerable road user detection and safety enhancement: A comprehensive survey.
Expert Syst. Appl.
Renato Moraes Silva, Gregório F. Azevedo, Matheus V. V. Berto, Jean R. Rocha, Eduardo Candioto Fidelis, Matheus Velloso Nogueira, Pedro H. Lisboa, Tiago A. Almeida
2024 J jnl
A decision support system to recommend appropriate therapy protocol for AML patients.
Frontiers Artif. Intell.
Giovanna A. Castro, Jade M. Almeida, João A. Machado-Neto, Tiago A. Almeida
2024 J jnl
Accelerating discoveries in medicine using distributed vector representations of words.
Expert Syst. Appl.
Matheus V. V. Berto, Breno L. Freitas, Carolina Scarton, João A. Machado-Neto, Tiago A. Almeida
2024 J jnl
Vulnerable Road User Detection and Safety Enhancement: A Comprehensive Survey.
CoRR
Renato Moraes Silva, Gregório F. Azevedo, Matheus V. V. Berto, Jean R. Rocha, Eduardo Candioto Fidelis, Matheus Velloso Nogueira, Pedro H. Lisboa, Tiago A. Almeida
2023 — conf
An Explainable Model to Support the Decision About the Therapy Protocol for AML.
BRACIS (1)
Jade M. Almeida, Giovanna A. Castro, João A. Machado-Neto, Tiago A. Almeida
2023 J jnl
An explainable model to support the decision about the therapy protocol for AML.
CoRR
Jade M. Almeida, Giovanna A. Castro, João A. Machado-Neto, Tiago A. Almeida
2023 J jnl
Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results.
CoRR
Eduardo Nascimento, John Just, Jurandy Almeida, Tiago A. Almeida
2023 J jnl
Productive Crop Field Detection: A New Dataset and Deep-Learning Benchmark Results.
IEEE Geosci. Remote. Sens. Lett.
Eduardo Nascimento, John Just, Jurandy Almeida, Tiago A. Almeida
2022 — conf
FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context.
BRACIS (2)
Renato Moraes Silva, Johannes V. Lochter, Tiago A. Almeida, Akebo Yamakami
2022 — conf
Interact2Vec: Neural Item and User Embedding for Collaborative Filtering.
BRACIS (2)
Pedro R. Pires, Tiago A. Almeida
2022 J jnl
Multi-level out-of-vocabulary words handling approach.
Knowl. Based Syst.
Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida
2021 — conf
Time-Dependent Item Embeddings for Collaborative Filtering.
BRACIS (2)
Pedro R. Pires, Amanda C. Pascon, Tiago A. Almeida
2020 — conf
Deep Learning Models for Representing Out-of-Vocabulary Words.
BRACIS
Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida
2020 J jnl
Deep learning models for representing out-of-vocabulary words.
CoRR
Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida
2020 — conf
Dense Captioning Using Abstract Meaning Representation.
BRACIS
Antonio M. S. Almeida Neto, Helena de Medeiros Caseli, Tiago A. Almeida
2020 J jnl
Gaussian Mixture Descriptors Learner.
Knowl. Based Syst.
Breno L. Freitas, Renato Moraes Silva, Tiago A. Almeida
2020 J jnl
ML-MDLText: An efficient and lightweight multilabel text classifier with incremental learning.
Appl. Soft Comput.
Marciele M. Bittencourt, Renato Moraes Silva, Tiago A. Almeida
2020 J jnl
Towards automatically filtering fake news in Portuguese.
Expert Syst. Appl.
Renato Moraes Silva, Roney L. S. Santos, Tiago A. Almeida, Thiago A. S. Pardo
2019 — conf
ML-MDLText: A Multilabel Text Categorization Technique with Incremental Learning.
BRACIS
Marciele M. Bittencourt, Renato Moraes Silva, Tiago A. Almeida
2018 B conf
Evaluating the impact of corpora used to train distributed text representation models for noisy and short texts.
IJCNN
Johannes V. Lochter, Pedro R. Pires, Carlos Bossolani, Akebo Yamakami, Tiago A. Almeida
2018 J jnl
MDLText aplicado na Filtragem Automática de SPIM e SMS Spam.
Braz. J. Inf. Syst.
Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2018 C conf
Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text Messages.
ICMLA
Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2018 B conf
Towards Automatically Creating Large Labeled Datasets for Training Question Domain Classifiers.
IJCNN
Leandro L. Tavares, Renato Moraes Silva, Tiago A. Almeida
2018 J jnl
Towards automatic filtering of fake reviews.
Neurocomputing
Emerson F. Cardoso, Renato Moraes Silva, Tiago A. Almeida
2017 J jnl
MDLText e Indexação Semântica aplicados na Detecção de Spam nos Comentários do YouTube.
Braz. J. Inf. Syst.
Renato Moraes Silva, Túlio C. Alberto, Tiago A. Almeida, Akebo Yamakami
2017 J jnl
MDLText: An efficient and lightweight text classifier.
Knowl. Based Syst.
Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2017 J jnl
Towards filtering undesired short text messages using an online learning approach with semantic indexing.
Expert Syst. Appl.
Renato Moraes Silva, Túlio C. Alberto, Tiago A. Almeida, Akebo Yamakami
2016 J jnl
Compression-based spam filter.
Secur. Commun. Networks
Tiago A. Almeida, Akebo Yamakami
2016 J jnl
Short text opinion detection using ensemble of classifiers and semantic indexing.
Expert Syst. Appl.
Johannes V. Lochter, Rafael F. Zanetti, Dominik Reller, Tiago A. Almeida
2016 J jnl
Text normalization and semantic indexing to enhance Instant Messaging and SMS spam filtering.
Knowl. Based Syst.
Tiago A. Almeida, Tiago P. Silva, Igor Santos, José María Gómez Hidalgo
2016 C conf
Towards Web Spam Filtering Using a Classifier Based on the Minimum Description Length Principle.
ICMLA
Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2015 J jnl
Post or Block? Advances in Automatically Filtering Undesired Comments.
J. Intell. Robotic Syst.
Túlio C. Alberto, Johannes V. Lochter, Tiago A. Almeida
2015 C conf
SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers.
ICMLA
Dheny Fernandes, Kelton A. P. da Costa, Tiago A. Almeida, João Paulo Papa
2015 C conf
TubeSpam: Comment Spam Filtering on YouTube.
ICMLA
Túlio C. Alberto, Johannes V. Lochter, Tiago A. Almeida
2014 — conf
Can the Online Social Networks Be Used as a Learning Tool? A Case Study in Twitter.
LTEC@KMO
Luciana A. M. Zaina, Tiago A. Almeida, Guilherme M. Torres
2013 — conf
Learning to Block Undesired Comments in the Blogosphere.
ICMLA (2)
Tiago A. Almeida, Túlio C. Alberto
2012 — ch.
Advances in Spam Filtering Techniques.
Computational Intelligence for Privacy and Security
Tiago A. Almeida, Akebo Yamakami
2012 — conf
An Analysis of Machine Learning Methods for Spam Host Detection.
ICMLA (2)
Renato Moraes Silva, Akebo Yamakami, Tiago A. Almeida
2012 J jnl
Facing the spammers: A very effective approach to avoid junk e-mails.
Expert Syst. Appl.
Tiago A. Almeida, Akebo Yamakami
2012 J jnl
Occam's razor-based spam filter.
J. Internet Serv. Appl.
Tiago A. Almeida, Akebo Yamakami
2012 — conf
On the Validity of a New SMS Spam Collection.
ICMLA (2)
José María Gómez Hidalgo, Tiago A. Almeida, Akebo Yamakami
2012 — conf
Redes Neurais Artificiais para Detecção de Web Spams.
SBSI
Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2012 — conf
The Assessment of the Quality of Sugar Using Electronic Tongue and Machine Learning Algorithms.
ICMLA (1)
Tiemi C. Sakata, Katti Faceli, Tiago A. Almeida, Antonio Riul Jr., Wanessa M. D. M. F. Steluti
2012 — conf
Towards Web Spam Filtering with Neural-Based Approaches.
IBERAMIA
Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami
2011 B conf
Contributions to the study of SMS spam filtering: new collection and results.
ACM Symposium on Document Engineering
Tiago A. Almeida, José María Gómez Hidalgo, Akebo Yamakami
2011 J jnl
Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers.
J. Internet Serv. Appl.
Tiago A. Almeida, Jurandy Almeida, Akebo Yamakami
2010 B conf
Content-based spam filtering.
IJCNN
Tiago A. Almeida, Akebo Yamakami
2010 Misc conf
Filtering spams using the minimum description length principle.
SAC
Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida
2010 Misc conf
Probabilistic anti-spam filtering with dimensionality reduction.
SAC
Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida
2009 C conf
Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters.
ICMLA
Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida
2009 — conf
Robust Estimation of Camera Motion Using Optical Flow Models.
ISVC (1)
Jurandy Almeida, Rodrigo Minetto, Tiago A. Almeida, Ricardo da Silva Torres, Neucimar Jerônimo Leite
2007 — conf
Artificial Immune System to Find a Set of
ICARIS
Priscila C. Berbert, Leonardo J. R. Freitas Filho, Tiago A. Almeida, Márcia B. Carvalho, Akebo Yamakami