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Jordan J. Bird
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A study on CNN transfer learning for image classification
M Hussain, JJ Bird, DR Faria
Advances in Computational Intelligence Systems: Contributions Presented at …, 2019
6892019
A study on mental state classification using eeg-based brain-machine interface
JJ Bird, LJ Manso, EP Ribeiro, A Ekart, DR Faria
2018 international conference on intelligent systems (IS), 795-800, 2018
1592018
Mental emotional sentiment classification with an eeg-based brain-machine interface
JJ Bird, A Ekart, CD Buckingham, DR Faria
Proceedings of theInternational Conference on Digital Image and Signal …, 2019
1072019
Cross-domain MLP and CNN transfer learning for biological signal processing: EEG and EMG
JJ Bird, J Kobylarz, DR Faria, A Ekárt, EP Ribeiro
IEEE Access 8, 54789-54801, 2020
922020
Fruit quality and defect image classification with conditional GAN data augmentation
JJ Bird, CM Barnes, LJ Manso, A Ekárt, DR Faria
Scientia Horticulturae 293, 110684, 2022
852022
A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain‐Machine Interaction
JJ Bird, DR Faria, LJ Manso, A Ekárt, CD Buckingham
Complexity 2019 (1), 4316548, 2019
832019
British sign language recognition via late fusion of computer vision and leap motion with transfer learning to american sign language
JJ Bird, A Ekárt, DR Faria
Sensors 20 (18), 5151, 2020
752020
Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification
JJ Bird, A Ekárt, DR Faria
Journal of Ambient Intelligence and Humanized Computing, 2021
592021
Synthetic biological signals machine-generated by GPT-2 improve the classification of EEG and EMG through data augmentation
JJ Bird, M Pritchard, A Fratini, A Ekárt, DR Faria
IEEE Robotics and Automation Letters 6 (2), 3498-3504, 2021
492021
Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning
J Kobylarz, JJ Bird, DR Faria, EP Ribeiro, A Ekárt
Journal of Ambient Intelligence and Humanized Computing 11, 6021-6031, 2020
432020
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images
JJ Bird, A Lotfi
IEEE Access 12, 15642-15650, 2024
342024
A study on CNN image classification of EEG signals represented in 2D and 3D
JJ Bird, DR Faria, LJ Manso, PPS Ayrosa, A Ekart
Journal of Neural Engineering 18 (2), 026005, 2021
322021
Learning from interaction: An intelligent networked-based human-bot and bot-bot chatbot system
JJ Bird, A Ekárt, DR Faria
Advances in Computational Intelligence Systems: Contributions Presented at …, 2019
282019
Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach
JJ Bird, CM Barnes, C Premebida, A Ekárt, DR Faria
Plos one 15 (10), e0241332, 2020
272020
On the effects of pseudorandom and quantum-random number generators in soft computing
JJ Bird, A Ekárt, DR Faria
Soft computing 24 (12), 9243-9256, 2020
262020
From simulation to reality: CNN transfer learning for scene classification
JJ Bird, DR Faria, A Ekárt, PPS Ayrosa
2020 IEEE 10th International Conference on Intelligent Systems (IS), 619-625, 2020
252020
Overcoming data scarcity in speaker identification: Dataset augmentation with synthetic mfccs via character-level rnn
JJ Bird, DR Faria, C Premebida, A Ekárt, PPS Ayrosa
2020 IEEE International Conference on Autonomous Robot Systems and …, 2020
202020
Evolutionary optimisation of fully connected artificial neural network topology
JJ Bird, A Ekárt, CD Buckingham, DR Faria
Intelligent Computing: Proceedings of the 2019 Computing Conference, Volume …, 2019
202019
Accent classification in human speech biometrics for native and non-native english speakers
JJ Bird, E Wanner, A Ekárt, DR Faria
Proceedings of the 12th ACM International Conference on PErvasive …, 2019
182019
High resolution sentiment analysis by ensemble classification
JJ Bird, A Ekárt, CD Buckingham, DR Faria
Intelligent Computing: Proceedings of the 2019 Computing Conference, Volume …, 2019
172019
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Articles 1–20