Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks. - Anne M. P. Canuto; Araken M. Santos; Márjory C. C. Abreu; Valéria Maria S. Bezerra; Fernanda M. Souza; Manuel F. Gomes Junior (ICONIP, 2004)

A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System. - Márjory C. C. Abreu; Anne M. P. Canuto; Laura Emmanuella A. Santana (HIS, 2005)

Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. - Anne M. P. Canuto; Lucas de Melo Oliveira; João Carlos Xavier Jr.; Araken M. Santos; Márjory C. C. Abreu (HIS, 2005)

An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction. - Valnaide G. Bittencourt; Márjory C. C. Abreu; Marcilio C. P. de Souto; Anne Magály de Paula Canuto (IJCNN, 2005)

Analyzing the Benefits of Using a Fuzzy-Neuro Model in the Accuracy of the NeurAge System: an Agent-Based System for Classification Tasks. - Márjory C. C. Abreu; Anne M. P. Canuto (IJCNN, 2006)

Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents. - Laura Emmanuella A. Santana; Anne M. P. Canuto; Márjory C. C. Abreu (IJCNN, 2006)

A Neuro-Fuzzy-Based Agent System with Data Distribution among the Agents for Classification Tasks. - Laura Emmanuella A. Santana; Anne M. P. Canuto; Márjory C. C. Abreu (SBRN, 2006)

Using weighted dynamic classifier selection methods in ensembles with different levels of diversity. - Anne M. P. Canuto; Diogo Fagundes; Márjory C. C. Abreu; João Carlos Xavier Jr. (Int. J. Hybrid Intell. Syst., 2006)

Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity. - Anne M. P. Canuto; Márjory C. C. Abreu (ICANN (1), 2007)

Evaluating the Influence of the Choice of the Ensemble Members in Some Fuzzy Combination Methods. - Márjory C. C. Abreu; Anne M. P. Canuto (IJCNN, 2007)

An Experimental Study on the Importance of the Choice of the Ensemble Members in Fuzzy Combination Methods. - Márjory C. C. Abreu; Anne Magály de Paula Canuto (ISDA, 2007)

Investigating the use of a multi-agent system for knowledge discovery in databases. - Anne M. P. Canuto; André M. C. Campos; Valéria Maria S. Bezerra; Márjory C. C. Abreu (Int. J. Hybrid Intell. Syst., 2007)

Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles. - Anne M. P. Canuto; Márjory C. C. Abreu; Lucas de Melo Oliveira; João Carlos Xavier Jr.; Araken M. Santos (Pattern Recognit. Lett., 2007)

An Empirical Comparison of Individual Machine Learning Techniques in Signature and Fingerprint Classification. - Márjory C. C. Abreu; Michael C. Fairhurst (BIOID, 2008)

An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks. - Anne M. P. Canuto; Laura Emmanuella A. Santana; Márjory C. C. Abreu; João Carlos Xavier Jr. (Neurocomputing, 2008)

Improving Identity Prediction in Signature-based Unimodal Systems Using Soft Biometrics. - Márjory C. C. Abreu; Michael C. Fairhurst (COST 2101/2102 Conference, 2009)

An Investigation of Predictive Profiling from Handwritten Signature Data. - Michael C. Fairhurst; Márjory Cristiany Da Costa Abreu (ICDAR, 2009)

Improving forgery detection in off-line forensic signature processing. - Márjory C. C. Abreu; Michael C. Fairhurst (ICDP, 2009)

Analyzing the Benefits of a Novel Multiagent Approach in a Multimodal Biometrics Identification Task. - Márjory Cristiany Da Costa Abreu; Michael C. Fairhurst (IEEE Syst. J., 2009)

Combining Multiagent Negotiation and an Interacting Verification Process to Enhance Biometric-Based Identification. - Márjory C. C. Abreu; Michael C. Fairhurst (BIOID, 2011)

Using keystroke dynamics for gender identification in social network environment. - Michael C. Fairhurst; Márjory Cristiany Da Costa Abreu (ICDP, 2011)

Enhancing Identity Prediction Using a Novel Approach to Combining Hard- and Soft-Biometric Information. - Márjory Cristiany Da Costa Abreu; Michael C. Fairhurst (IEEE Trans. Syst. Man Cybern. Part C, 2011)

Improving Handwritten Signature-Based Identity Prediction through the Integration of Fuzzy Soft-Biometric Data. - Márjory Cristiany Da Costa Abreu; Michael C. Fairhurst (ICFHR, 2012)

Age prediction from iris biometrics. - Meryem Erbilek; Michael C. Fairhurst; Márjory Cristiany Da Costa Abreu (ICDP, 2013)

Improved age prediction from biometric data using multimodal configurations. - Meryem Erbilek; Michael C. Fairhurst; Márjory Cristiany Da Costa Abreu (BIOSIG, 2014)

Exploring Gender Prediction from Iris Biometrics. - Michael C. Fairhurst; Meryem Erbilek; Márjory Cristiany Da Costa Abreu (BIOSIG, 2015)

Exploring emotion prediction from biometric-based keystroke dynamics data using multiagent systems. - Michael C. Fairhurst; Cheng Li; Márjory Cristiany Da Costa Abreu (ICDP, 2015)

Selective Review and Analysis of Aging Effects in Biometric System Implementation. - Michael C. Fairhurst; Meryem Erbilek; Márjory Cristiany Da Costa Abreu (IEEE Trans. Hum. Mach. Syst., 2015)

Using keystroke and mouse dynamics for user identification in the online collaborative game league of legends. - Isaac Da Silva Beserra; Lucas Camara; Márjory Cristiany Da Costa Abreu (ICDP, 2016)

A new brazilian hand-based behavioural biometrics database: data collection and analysis. - Valmiro Ribeiro da Silva; Julliana C. G. De Araújo Silva; Márjory Da Costa-Abreu (ICDP, 2016)

Using biometric-based identification systems in Brazil: A review on low cost fingerprint techniques on-the-go. - Márjory Da Costa-Abreu; Stephen L. Smith 002 (Comput. Law Secur. Rev., 2017)

Predictive biometrics: a review and analysis of predicting personal characteristics from biometric data. - Michael C. Fairhurst; Cheng Li; Márjory Cristiany Da Costa Abreu (IET Biom., 2017)

An empirical biometric-based study for user identification with different neural networks in the online game League of Legends. - Valmiro Ribeiro da Silva; Márjory Cristiany Da Costa Abreu (IJCNN, 2018)

Investigating the Impact of Combining Handwritten Signature and Keyboard Keystroke Dynamics for Gender Prediction. - Danilo Rodrigo Cavalcante Bandeira; Anne Magály de Paula Canuto; Márjory Cristiany Da Costa Abreu; Michael C. Fairhurst; Cheng Li; Diego Silveira Costa Nascimento (BRACIS, 2019)

FAMOS: a framework for investigating the use of face features to identify spontaneous emotions. - Márjory Cristiany Da Costa Abreu; Giuliana Silva Bezerra (Pattern Anal. Appl., 2019)

An investigation of latency prediction for NoC-based communication architectures using machine learning techniques. - Jefferson Silva; Márcio Eduardo Kreutz; Monica Magalhães Pereira; Márjory Cristiany Da Costa Abreu (J. Supercomput., 2019)

Automatic offensive language detection from Twitter data using machine learning and feature selection of metadata. - Gabriel Araújo De Souza; Márjory Da Costa-Abreu (IJCNN, 2020)

A survey on automatic speech recognition systems for Portuguese language and its variations. - Thales Aguiar de Lima; Márjory Cristiany Da Costa Abreu (Comput. Speech Lang., 2020)

An investigation of the predictability of the Brazilian three-modal hand-based behavioural biometric: a feature selection and feature-fusion approach. - Julliana Caroline Goncalves de A. S. Marques; Tuany Mariah Lima Do Nascimento; Brenda Vasiljevic; Laura Emmanuella A. dos S. Santana; Márjory Cristiany Da Costa Abreu (J. Braz. Comput. Soc., 2020)

Investigating the use of an ensemble of evolutionary algorithms for letter identification in tremulous medieval handwriting. - Ronnypetson Souza da Silva; Márjory Cristiany Da Costa Abreu; Stephen Smith (Evol. Intell., 2021)

Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning. - Francimaria R. S. Nascimento; George D. C. Cavalcanti; Márjory Da Costa-Abreu (Expert Syst. Appl., 2022)

Phoneme analysis for multiple languages with fuzzy-based speaker identification. - Thales Aguiar de Lima; Márjory Cristiany Da Costa Abreu (IET Biom., 2022)

Exploring Content-Based and Meta-Data Analysis for Detecting Fake News Infodemic: A case study on COVID-19. - Oluwaseun Ajao; Ashish Garg; Márjory Da Costa-Abreu (CoRR, 2024)

Responsible AI Governance: A Response to UN Interim Report on Governing AI for Humanity. - Sarah Kiden; Bernd Stahl; Beverley Townsend; Carsten Maple; Charles Vincent; Fraser Sampson; Geoff Gilbert; Helen Smith; Jayati Deshmukh; Jen Ross; Jennifer Williams 001; Jesús Martínez del Rincón; et al. (CoRR, 2024)

Pattern recognition in SARS cases: insights from t-SNE and k-means clustering applied to COVID-19 symptomatology. - Julliana Caroline Goncalves de A. S. Marques; Bruno Motta de Carvalho; Luiz Affonso Guedes; Márjory Da Costa-Abreu (Frontiers Artif. Intell., 2025)

Gender bias detection on hate speech classification: an analysis at feature-level. - Francimaria R. S. Nascimento; George D. C. Cavalcanti; Márjory Da Costa-Abreu (Neural Comput. Appl., 2025)