| A study on cnn transfer learning for image classification M Hussain, JJ Bird, DR Faria Advances in Computational Intelligence Systems: Contributions Presented at …, 2019 | 600 | 2019 |
| 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 | 140 | 2018 |
| 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 | 82 | 2019 |
| 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 | 74 | 2020 |
| 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 | 66 | 2019 |
| 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 | 63 | 2022 |
| 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 | 60 | 2020 |
| 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 | 38 | 2021 |
| 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 | 36 | 2021 |
| 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 | 32 | 2020 |
| 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 | 25 | 2020 |
| 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 | 25 | 2020 |
| 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 | 25 | 2019 |
| 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 | 22 | 2021 |
| 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 | 22 | 2020 |
| 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 | 19 | 2019 |
| 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 | 18 | 2020 |
| 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 | 16 | 2019 |
| 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 | 16 | 2019 |
| Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms JJ Bird, E Wanner, A Ekárt, DR Faria Expert Systems with Applications 153, 113402, 2020 | 11 | 2020 |
Diego Resende FariaReader in Robotics & Intelligent Adaptive Systems, University of Hertfordshire, UKVerified email at herts.ac.uk
