Chrisina Jayne

Nirmalie Wiratunga

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Cross Domain Evaluation of Text Detection Models.

[BibT_eX]

[DOI]

Adamu Ali-Gombe

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Automatic Accent and Gender Recognition of Regional UK Speakers.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2022

2021

CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Special issue on engineering applications of neural networks.

[BibT_eX]

[DOI]

Elias Pimenidis

Neural Comput. Appl., 2020

Video tampering localisation using features learned from authentic content.

[BibT_eX]

[DOI]

Pamela Johnston

Neural Comput. Appl., 2020

Emerging applications of Deep Learning and Spiking ANN.

[BibT_eX]

[DOI]

Lazaros S. Iliadis

Neural Comput. Appl., 2020

2019

New trends on digitisation of complex engineering drawings.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset.

[BibT_eX]

[DOI]

Adamu Ali-Gombe

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Deep imitation learning for 3D navigation tasks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Evolving sensor systems.

[BibT_eX]

[DOI]

Nirmalie Wiratunga

Evol. Syst., 2018

Spatial Effects of Video Compression on Classification in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Pamela Johnston

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Symbols Classification in Engineering Drawings.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition.

[BibT_eX]

[DOI]

Erik Barrow

Pattaramon Vuttipittayamongkol

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Few-shot Classifier GAN.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Overlap-Based Undersampling for Improving Imbalanced Data Classification.

[BibT_eX]

[DOI]

Andrei Petrovski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels.

[BibT_eX]

[DOI]

Pamela Johnston

Proceedings of the Engineering Applications of Neural Networks, 2018

Deep Imitation Learning with Memory for Robocup Soccer Simulation.

[BibT_eX]

[DOI]

Ahmed Hussein

Proceedings of the Engineering Applications of Neural Networks, 2018

2017

Special issue: engineering applications of neural networks.

[BibT_eX]

[DOI]

Lazaros S. Iliadis

Neural Comput. Appl., 2017

Imitation Learning: A Survey of Learning Methods.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2017

Deep reward shaping from demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2017

Fish Classification in Context of Noisy Images.

[BibT_eX]

[DOI]

Adamu Ali-Gombe

Proceedings of the Engineering Applications of Neural Networks, 2017

2016

Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2016

Special issue on the engineering applications of neural networks.

[BibT_eX]

[DOI]

Lazaros S. Iliadis

Valeri M. Mladenov

Neural Comput. Appl., 2016

An Empirical Study of Neural Network-Based Audience Response Technology in a Human Anatomy Course for Pharmacy Students.

[BibT_eX]

[DOI]

Laura López-González

Ofelia González-Sequeros

Juan José López-Jiménez

Ambrosio Toval

J. Medical Syst., 2016

The evaluation of i-SIDRA - a tool for intelligent feedback - in a course on the anatomy of the locomotor system.

[BibT_eX]

[DOI]

Laura López-González

Ofelia González-Sequeros

Juan José López-Jiménez

Ambrosio Toval

Int. J. Medical Informatics, 2016

Comparative analysis of relevance feedback methods based on two user studies.

[BibT_eX]

[DOI]

Comput. Hum. Behav., 2016

Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing.

[BibT_eX]

[DOI]

Brain Informatics, 2016

Selective Dropout for Deep Neural Networks.

[BibT_eX]

[DOI]

Erik Barrow

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Automated intelligent system for sound signalling device quality assurance.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Perceived Realism of Crowd Behaviour with Social Forces.

[BibT_eX]

[DOI]

Stuart O'Connor

Fotis Liarokapis

Proceedings of the 19th International Conference on Information Visualisation, 2015

Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images.

[BibT_eX]

[DOI]

Erik Barrow

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing.

[BibT_eX]

[DOI]

Raja Norliza Raja Omar

Proceedings of the Engineering Applications of Neural Networks, 2015

Inferring Users' Interest on Web Documents Through Their Implicit Behaviour.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2015

Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014

Evaluation of hyperbox neural network learning for classification.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Dual Deep Neural Network approach to matching data in different modes.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Implicit Predictive Indicators: Mouse Activity and Dwell Time.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Automatic Screening and Classification of Diabetic Retinopathy Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2014

2013

Self Organisation and Modal Learning: Algorithms and Applications.

[BibT_eX]

[DOI]

Proceedings of the Handbook on Neural Information Processing, 2013

Adaptive connectionist systems for engineering applications.

[BibT_eX]

[DOI]

Evol. Syst., 2013

Automated Sound Signalling Device Quality Assurance Tool for Embedded Industrial Control Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Restricted Boltzmann machines for pre-training deep Gaussian networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

One-to-many neural network mapping techniques for face image synthesis.

[BibT_eX]

[DOI]

Andreas Lanitis

Chris Christodoulou

Expert Syst. Appl., 2012

Evaluation and Neuronal Network-Based Classification of the PHRs Privacy Policies.

[BibT_eX]

[DOI]

Inma Carrión

José Ambrosio Toval Álvarez

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Neural network-based data analysis for medical-surgical nursing learning.

[BibT_eX]

[DOI]

Ana Belén Sánchez García

Ambrosio Toval

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic Landmark Location for Analysis of Cardiac MRI Images.

[BibT_eX]

[DOI]

Andreas Lanitis

Chris Christodoulou

Proceedings of the Engineering Applications of Neural Networks, 2012

Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation.

[BibT_eX]

[DOI]

Faiyaz Doctor

Rahat Iqbal

Proceedings of the Engineering Applications of Neural Networks, 2012

Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing.

[BibT_eX]

[DOI]

Ana Belén Sánchez García

José Ambrosio Toval Álvarez

Proceedings of the Engineering Applications of Neural Networks, 2012

2011

Effects of Response-Driven Feedback in Computer Science Learning.

[BibT_eX]

[DOI]

IEEE Trans. Educ., 2011

Snap-drift neural network for self-organisation and sequence learning.

[BibT_eX]

[DOI]

Neural Networks, 2011

Neural network methods for one-to-many multi-valued mapping problems.

[BibT_eX]

[DOI]

Andreas Lanitis

Chris Christodoulou

Neural Comput. Appl., 2011

Hypercube Neural Network Algorithm for Classification.

[BibT_eX]

[DOI]