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Márjory Da Costa-Abreu
Márjory Da Costa-Abreu
Associate Professor (Reader) in Ethical Artificial Intelligence at Sheffield Hallam University
Dirección de correo verificada de exchange.shu.ac.uk - Página principal
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Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles
AMP CANUTO, MCD Costa-Abreu, LM OLIVEIRA, JC XAVIER JÚNIOR, ...
Pattern Recognition Letters 28, 2445-2452, 2007
1402007
A survey on automatic speech recognition systems for Portuguese language and its variations
TA de Lima, M Da Costa-Abreu
Computer Speech & Language 62, 101055, 2020
562020
Using keystroke dynamics for gender identification in social network environment
M Fairhurst, M Da Costa-Abreu
4th International Conference on Imaging for Crime Detection and Prevention …, 2011
552011
Automatic offensive language detection from Twitter data using machine learning and feature selection of metadata
GA De Souza, M Da Costa-Abreu
2020 International Joint Conference on Neural Networks (IJCNN), 1-6, 2020
472020
Age prediction from iris biometrics
M Erbilek, M Fairhurst, M Da Costa-Abreu
The 5th International Conference on Imaging for Crime Detection and …, 2013
432013
Exploring gender prediction from iris biometrics
M Da Costa-Abreu, M Fairhurst, M Erbilek
2015 International Conference of the Biometrics Special Interest Group …, 2015
382015
Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning
FRS Nascimento, GDC Cavalcanti, M Da Costa-Abreu
Expert Systems with Applications 201, 117032, 2022
362022
Using age to enhance performance in biometrics
M Abreu, MC Fairhurst
Age Factors in Biometric Processing, 2013
30*2013
Enhancing identity prediction using a novel approach to combining hard-and soft-biometric information
MCDC Abreu, M Fairhurst
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2010
302010
Selective Review and Analysis of Aging Effects in Biometric System Implementation
M Fairhurst, M Erbilek, M Da Costa-Abreu
IEEE T HUM-MACH SYST, 1-10, 2014
272014
An investigation of latency prediction for NoC-based communication architectures using machine learning techniques
J Silva, M Kreutz, M Pereira, MD Costa-Abreu
The Journal of Supercomputing 75 (11), 7573-7591, 2019
232019
Improving identity prediction in signature-based unimodal systems using soft biometrics
M Abreu, M Fairhurst
European Workshop on Biometrics and Identity Management, 348-356, 2009
23*2009
An investigation of predictive profiling from handwritten signature data
MC Fairhurst, MCDC Abreu
2009 10th International Conference on Document Analysis and Recognition …, 2009
232009
Predictive biometrics: a review and analysis of predicting personal characteristics from biometric data
M Fairhurst, C Li, M Da Costa-Abreu
IET Biometrics 6 (6), 369-378, 2017
222017
Analyzing the benefits of a novel multiagent approach in a multimodal biometrics identification task
MÁCDC Abreu, M Fairhurst
IEEE Systems Journal 3 (4), 410-417, 2009
202009
Analyzing the performance of an agent-based neural system for classification tasks using data distribution among the agents
LEO Santana, AMP Canuto, MCC Abreu
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
192006
Performance and diversity evaluation in hybrid and non-hybrid structures of ensembles
AMP Canuto, LM Oliveira, JC Xavier, AM Santos, MCC Abreu
Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp., 2005
182005
An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction
VG Bittencourt, MCC Abreu, MCP de Souto, AMP Canuto
Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005
172005
Investigating the use of an agent-based multi-classifier system for classification tasks
AM Canuto, AM Santos, MC Abreu, VM Bezerra, FM Souza, ...
Neural Information Processing: 11th International Conference, ICONIP 2004 …, 2004
172004
An empirical comparison of individual machine learning techniques in signature and fingerprint classification
M Abreu, M Fairhurst
Biometrics and Identity Management: First European Workshop, BIOID 2008 …, 2008
16*2008
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Artículos 1–20