Jordan J. Bird
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A study on cnn transfer learning for image classification
M Hussain, JJ Bird, DR Faria
UK Workshop on Computational Intelligence, 191-202, 2018
352018
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
202018
Evolutionary optimisation of fully connected artificial neural network topology
JJ Bird, A Ekárt, CD Buckingham, DR Faria
Intelligent Computing-Proceedings of the Computing Conference, 751-762, 2019
102019
A deep evolutionary approach to bioinspired classifier optimisation for brain-machine interaction
JJ Bird, DR Faria, LJ Manso, A Ekárt, CD Buckingham
Complexity 2019, 2019
82019
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
82019
Phoneme aware speech recognition through evolutionary optimisation
JJ Bird, E Wanner, A Ekárt, DR Faria
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
62019
Learning from interaction: An intelligent networked-based human-bot and bot-bot chatbot system
JJ Bird, A Ekárt, DR Faria
UK Workshop on Computational Intelligence, 179-190, 2018
62018
Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms
JJ Bird, E Wanner, A Ekárt, DR Faria
Expert Systems with Applications, 113402, 2020
22020
High resolution sentiment analysis by ensemble classification
JJ Bird, A Ekart, CD Buckingham, DR Faria
Intelligent Computing-Proceedings of the Computing Conference, 593-606, 2019
22019
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
12020
Phoneme Aware Speech Synthesis via Fine Tune Transfer Learning with a Tacotron Spectrogram Prediction Network
JJ Bird, A Ekárt, DR Faria
UK Workshop on Computational Intelligence, 271-282, 2019
12019
Classification of eeg signals based on image representation of statistical features
J Ashford, JJ Bird, F Campelo, DR Faria
UK Workshop on Computational Intelligence, 449-460, 2019
12019
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity
JJ Bird, DR Faria, A Ekárt, C Premebida, PPS Ayrosa
arXiv preprint arXiv:2007.00659, 2020
2020
Probabilistic Object Classification using CNN ML-MAP layers
G Melotti, C Premebida, JJ Bird, DR Faria, N Gonçalves
arXiv preprint arXiv:2005.14565, 2020
2020
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
2020
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, 1-11, 2020
2020
On the effects of pseudorandom and quantum-random number generators in soft computing
JJ Bird, A Ekárt, DR Faria
Soft Computing, 1-14, 2019
2019
On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing
JJ Bird, A Ekárt, DR Faria
arXiv preprint arXiv:1910.04701, 2019
2019
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
2019
From Simulation to Reality: CNN Transfer Learning for Scene Classification
JJ Bird, DR Faria, A Ekárt, PPS Ayrosa
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