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2020 – today
- 2024
- [e32]Lazaros S. Iliadis, Ilias Maglogiannis, Antonios Papaleonidas, Elias Pimenidis, Chrisina Jayne:
Engineering Applications of Neural Networks - 25th International Conference, EANN 2024, Corfu, Greece, June 27-30, 2024, Proceedings. Communications in Computer and Information Science 2141, Springer 2024, ISBN 978-3-031-62494-0 [contents] - 2023
- [c33]Karl Hall, Chrisina Jayne, Victor Chang:
A Transformer-Based Framework for Biomedical Information Retrieval Systems. ICANN (6) 2023: 317-331 - [c32]Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García:
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN 2023: 114-126 - [e31]Lazaros Iliadis, Ilias Maglogiannis, Serafín Alonso, Chrisina Jayne, Elias Pimenidis:
Engineering Applications of Neural Networks - 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14-17, 2023, Proceedings. Communications in Computer and Information Science 1826, Springer 2023, ISBN 978-3-031-34203-5 [contents] - [e30]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14254, Springer 2023, ISBN 978-3-031-44206-3 [contents] - [e29]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14255, Springer 2023, ISBN 978-3-031-44209-4 [contents] - [e28]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part III. Lecture Notes in Computer Science 14256, Springer 2023, ISBN 978-3-031-44212-4 [contents] - [e27]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IV. Lecture Notes in Computer Science 14257, Springer 2023, ISBN 978-3-031-44215-5 [contents] - [e26]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part V. Lecture Notes in Computer Science 14258, Springer 2023, ISBN 978-3-031-44191-2 [contents] - [e25]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VI. Lecture Notes in Computer Science 14259, Springer 2023, ISBN 978-3-031-44223-0 [contents] - [e24]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VII. Lecture Notes in Computer Science 14260, Springer 2023, ISBN 978-3-031-44194-3 [contents] - [e23]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part VIII. Lecture Notes in Computer Science 14261, Springer 2023, ISBN 978-3-031-44197-4 [contents] - [e22]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part IX. Lecture Notes in Computer Science 14262, Springer 2023, ISBN 978-3-031-44200-1 [contents] - [e21]Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne:
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part X. Lecture Notes in Computer Science 14263, Springer 2023, ISBN 978-3-031-44203-2 [contents] - [e20]Chrisina Jayne, Danilo P. Mandic, Richard J. Duro:
International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023. Procedia Computer Science 222, Elsevier 2023 [contents] - 2022
- [c31]Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu:
Automatic Accent and Gender Recognition of Regional UK Speakers. EANN 2022: 67-80 - [c30]Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne:
Cross Domain Evaluation of Text Detection Models. ICANN (3) 2022: 50-61 - [e19]Lazaros Iliadis, Chrisina Jayne, Anastasios Tefas, Elias Pimenidis:
Engineering Applications of Neural Networks - 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17-20, 2022, Proceedings. Communications in Computer and Information Science 1600, Springer 2022, ISBN 978-3-031-08222-1 [contents] - [e18]Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, Mehmet Aydin:
Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13529, Springer 2022, ISBN 978-3-031-15918-3 [contents] - [e17]Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, Mehmet Aydin:
Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13530, Springer 2022, ISBN 978-3-031-15930-5 [contents] - [e16]Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, Mehmet Aydin:
Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13531, Springer 2022, ISBN 978-3-031-15933-6 [contents] - [e15]Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, Mehmet Aydin:
Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part IV. Lecture Notes in Computer Science 13532, Springer 2022, ISBN 978-3-031-15936-7 [contents] - 2021
- [j23]Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne:
CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification. Neural Comput. Appl. 33(7): 2839-2851 (2021) - [c29]Carlos Francisco Moreno-García, Chrisina Jayne, Eyad Elyan:
Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis. IJCNN 2021: 1-7 - [e14]Lazaros Iliadis, John MacIntyre, Chrisina Jayne, Elias Pimenidis:
Proceedings of the 22nd Engineering Applications of Neural Networks Conference - EANN 2021, Crete, Greece, 25-27 June, 2021. Springer 2021, ISBN 978-3-030-80567-8 [contents] - 2020
- [j22]Elias Pimenidis, Chrisina Jayne:
Special issue on engineering applications of neural networks. Neural Comput. Appl. 32(16): 12241-12242 (2020) - [j21]Pamela Johnston, Eyad Elyan, Chrisina Jayne:
Video tampering localisation using features learned from authentic content. Neural Comput. Appl. 32(16): 12243-12257 (2020) - [j20]Lazaros S. Iliadis, Chrisina Jayne:
Emerging applications of Deep Learning and Spiking ANN. Neural Comput. Appl. 32(23): 17119-17124 (2020) - [e13]Lazaros Iliadis, Plamen Parvanov Angelov, Chrisina Jayne, Elias Pimenidis:
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference - Proceedings of the EANN 2020, Halkidiki, Greece, June 5-7, 2020. Proceedings of the International Neural Networks Society 2, Springer 2020, ISBN 978-3-030-48790-4 [contents]Online only because of the COVID-19 pandemic.
2010 – 2019
- 2019
- [j19]Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne:
New trends on digitisation of complex engineering drawings. Neural Comput. Appl. 31(6): 1695-1712 (2019) - [c28]Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne:
Multiple Fake Classes GAN for Data Augmentation in Face Image Dataset. IJCNN 2019: 1-8 - [e12]John MacIntyre, Lazaros S. Iliadis, Ilias Maglogiannis, Chrisina Jayne:
Engineering Applications of Neural Networks - 20th International Conference, EANN 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings. Communications in Computer and Information Science 1000, Springer 2019, ISBN 978-3-030-20256-9 [contents] - 2018
- [j18]Chrisina Jayne, Nirmalie Wiratunga:
Evolving sensor systems. Evol. Syst. 9(2): 93-94 (2018) - [j17]Chrisina Jayne, Lazaros S. Iliadis:
Special issue: Engineering applications of neural networks. Neural Comput. Appl. 29(7): 303-304 (2018) - [j16]Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne:
Deep imitation learning for 3D navigation tasks. Neural Comput. Appl. 29(7): 389-404 (2018) - [c27]Ahmed Hussein, Eyad Elyan, Chrisina Jayne:
Deep Imitation Learning with Memory for Robocup Soccer Simulation. EANN 2018: 31-43 - [c26]Pamela Johnston, Eyad Elyan, Chrisina Jayne:
Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels. EANN 2018: 44-57 - [c25]Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne:
Overlap-Based Undersampling for Improving Imbalanced Data Classification. IDEAL (1) 2018: 689-697 - [c24]Adamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne:
Few-shot Classifier GAN. IJCNN 2018: 1-8 - [c23]Erik Barrow, Mark Eastwood, Chrisina Jayne:
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. IJCNN 2018: 1-8 - [c22]Eyad Elyan, Carlos Francisco Moreno-García, Chrisina Jayne:
Symbols Classification in Engineering Drawings. IJCNN 2018: 1-8 - [c21]Pamela Johnston, Eyad Elyan, Chrisina Jayne:
Spatial Effects of Video Compression on Classification in Convolutional Neural Networks. IJCNN 2018: 1-8 - [e11]Elias Pimenidis, Chrisina Jayne:
Engineering Applications of Neural Networks - 19th International Conference, EANN 2018, Bristol, UK, September 3-5, 2018, Proceedings. Communications in Computer and Information Science 893, Springer 2018, ISBN 978-3-319-98203-8 [contents] - 2017
- [j15]Ahmed Hussein, Mohamed Medhat Gaber, Eyad Elyan, Chrisina Jayne:
Imitation Learning: A Survey of Learning Methods. ACM Comput. Surv. 50(2): 21:1-21:35 (2017) - [j14]Lazaros S. Iliadis, Chrisina Jayne:
Special issue: engineering applications of neural networks. Neural Comput. Appl. 28(6): 1189-1191 (2017) - [c20]Carlos Francisco Moreno-García, Eyad Elyan, Chrisina Jayne:
Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings. EANN 2017: 87-98 - [c19]Adamu Ali-Gombe, Eyad Elyan, Chrisina Jayne:
Fish Classification in Context of Noisy Images. EANN 2017: 216-226 - [c18]Ahmed Hussein, Eyad Elyan, Mohamed Medhat Gaber, Chrisina Jayne:
Deep reward shaping from demonstrations. IJCNN 2017: 510-517 - [e10]Giacomo Boracchi, Lazaros S. Iliadis, Chrisina Jayne, Aristidis Likas:
Engineering Applications of Neural Networks - 18th International Conference, EANN 2017, Athens, Greece, August 25-27, 2017, Proceedings. Communications in Computer and Information Science 744, Springer 2017, ISBN 978-3-319-65171-2 [contents] - [e9]Plamen Angelov, Alexander E. Gegov, Chrisina Jayne, Qiang Shen:
Advances in Computational Intelligence Systems - Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7-9, 2016, Lancaster, UK. Advances in Intelligent Systems and Computing 513, Springer 2017, ISBN 978-3-319-46561-6 [contents] - 2016
- [j13]Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne:
Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing. Brain Informatics 3(4): 249-267 (2016) - [j12]Stephen Akuma, Rahat Iqbal, Chrisina Jayne, Faiyaz Doctor:
Comparative analysis of relevance feedback methods based on two user studies. Comput. Hum. Behav. 60: 138-146 (2016) - [j11]José Luis Fernández-Alemán, Laura López-González, Ofelia González-Sequeros, Chrisina Jayne, Juan José López-Jiménez, Ambrosio Toval:
The evaluation of i-SIDRA - a tool for intelligent feedback - in a course on the anatomy of the locomotor system. Int. J. Medical Informatics 94: 172-181 (2016) - [j10]José Luis Fernández-Alemán, Laura López-González, Ofelia González-Sequeros, Chrisina Jayne, Juan José López-Jiménez, Juan Manuel Carrillo de Gea, Ambrosio Toval:
An Empirical Study of Neural Network-Based Audience Response Technology in a Human Anatomy Course for Pharmacy Students. J. Medical Syst. 40(4): 85:1-85:12 (2016) - [j9]Chrisina Jayne, Lazaros S. Iliadis, Valeri M. Mladenov:
Special issue on the engineering applications of neural networks. Neural Comput. Appl. 27(5): 1075-1076 (2016) - [j8]Sarni Suhaila Rahim, Chrisina Jayne, Vasile Palade, James Shuttleworth:
Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening. Neural Comput. Appl. 27(5): 1149-1164 (2016) - [c17]Erik Barrow, Mark Eastwood, Chrisina Jayne:
Selective Dropout for Deep Neural Networks. ICONIP (3) 2016: 519-528 - [e8]Chrisina Jayne, Lazaros S. Iliadis:
Engineering Applications of Neural Networks - 17th International Conference, EANN 2016, Aberdeen, UK, September 2-5, 2016, Proceedings. Communications in Computer and Information Science 629, Springer 2016, ISBN 978-3-319-44187-0 [contents] - 2015
- [j7]Tomasz Maniak, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor:
Automated intelligent system for sound signalling device quality assurance. Inf. Sci. 294: 600-611 (2015) - [c16]Sarni Suhaila Rahim, Vasile Palade, Chrisina Jayne, Andreas Holzinger, James Shuttleworth:
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing. BIH 2015: 379-388 - [c15]Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar:
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing. EANN 2015: 69-79 - [c14]Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor:
Inferring Users' Interest on Web Documents Through Their Implicit Behaviour. EANN 2015: 315-324 - [c13]Erik Barrow, Chrisina Jayne, Mark Eastwood:
Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. ICONIP (4) 2015: 29-37 - [c12]Stuart O'Connor, Fotis Liarokapis, Chrisina Jayne:
Perceived Realism of Crowd Behaviour with Social Forces. IV 2015: 494-499 - [e7]Lazaros S. Iliadis, Chrisina Jayne:
Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, Rhodes Island, Greece, September 25-28, 2015. ACM 2015, ISBN 978-1-4503-3580-5 [contents] - [e6]Lazaros S. Iliadis, Chrisina Jayne:
Engineering Applications of Neural Networks - 16th International Conference, EANN 2015, Rhodes, Greece, September 25-28, 2015, Proceedings. Communications in Computer and Information Science 517, Springer 2015, ISBN 978-3-319-23981-1 [contents] - 2014
- [j6]Mark Eastwood, Chrisina Jayne:
Evaluation of hyperbox neural network learning for classification. Neurocomputing 133: 249-257 (2014) - [c11]Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne:
Automatic Screening and Classification of Diabetic Retinopathy Fundus Images. EANN 2014: 113-122 - [c10]Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor:
Implicit Predictive Indicators: Mouse Activity and Dwell Time. AIAI 2014: 162-171 - [c9]Mark Eastwood, Chrisina Jayne:
Dual Deep Neural Network approach to matching data in different modes. IJCNN 2014: 1688-1694 - [e5]Valeri M. Mladenov, Chrisina Jayne, Lazaros S. Iliadis:
Engineering Applications of Neural Networks - 15th International Conference, EANN 2014, Sofia, Bulgaria, September 5-7, 2014. Proceedings. Communications in Computer and Information Science 459, Springer 2014, ISBN 978-3-319-11070-7 [contents] - 2013
- [j5]Chrisina Jayne:
Adaptive connectionist systems for engineering applications. Evol. Syst. 4(4): 219-220 (2013) - [c8]Mark Eastwood, Chrisina Jayne:
Restricted Boltzmann machines for pre-training deep Gaussian networks. IJCNN 2013: 1-8 - [c7]Tomasz Maniak, Rahat Iqbal, Faiyaz Doctor, Chrisina Jayne:
Automated Sound Signalling Device Quality Assurance Tool for Embedded Industrial Control Applications. SMC 2013: 4812-4818 - [p1]Dominic Palmer-Brown, Chrisina Jayne:
Self Organisation and Modal Learning: Algorithms and Applications. Handbook on Neural Information Processing 2013: 379-400 - [e4]Lazaros S. Iliadis, Harris Papadopoulos, Chrisina Jayne:
Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I. Communications in Computer and Information Science 383, Springer 2013, ISBN 978-3-642-41012-3 [contents] - [e3]Lazaros S. Iliadis, Harris Papadopoulos, Chrisina Jayne:
Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part II. Communications in Computer and Information Science 384, Springer 2013, ISBN 978-3-642-41015-4 [contents] - 2012
- [j4]Chrisina Jayne, Andreas Lanitis, Chris Christodoulou:
One-to-many neural network mapping techniques for face image synthesis. Expert Syst. Appl. 39(10): 9778-9787 (2012) - [c6]Chrisina Jayne, Andreas Lanitis, Chris Christodoulou:
Automatic Landmark Location for Analysis of Cardiac MRI Images. EANN 2012: 203-212 - [c5]Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal:
Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation. EANN 2012: 363-374 - [c4]José Luis Fernández-Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan Manuel Carrillo de Gea, José Ambrosio Toval Álvarez:
Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing. EANN 2012: 385-394 - [c3]José Luis Fernández-Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan Manuel Carrillo de Gea, Ambrosio Toval:
Neural network-based data analysis for medical-surgical nursing learning. EMBC 2012: 6036-6039 - [c2]Inma Carrión, José Luis Fernández-Alemán, Chrisina Jayne, Dominic Palmer-Brown, José Ambrosio Toval Álvarez, Juan Manuel Carrillo de Gea:
Evaluation and Neuronal Network-Based Classification of the PHRs Privacy Policies. HICSS 2012: 2840-2849 - [e2]Chrisina Jayne, Shigang Yue, Lazaros S. Iliadis:
Engineering Applications of Neural Networks, 13th International Conference, EANN 2012, London, UK, September 20-23, 2012. Proceedings. Communications in Computer and Information Science 311, Springer 2012, ISBN 978-3-642-32908-1 [contents] - 2011
- [j3]Chrisina Jayne, Andreas Lanitis, Chris Christodoulou:
Neural network methods for one-to-many multi-valued mapping problems. Neural Comput. Appl. 20(6): 775-785 (2011) - [j2]Dominic Palmer-Brown, Chrisina Jayne:
Snap-drift neural network for self-organisation and sequence learning. Neural Networks 24(8): 897-905 (2011) - [j1]José Luis Fernández-Alemán, Dominic Palmer-Brown, Chrisina Jayne:
Effects of Response-Driven Feedback in Computer Science Learning. IEEE Trans. Educ. 54(3): 501-508 (2011) - [c1]Dominic Palmer-Brown, Chrisina Jayne:
Hypercube Neural Network Algorithm for Classification. EANN/AIAI (1) 2011: 41-51 - [e1]Lazaros S. Iliadis, Chrisina Jayne:
Engineering Applications of Neural Networks - 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. IFIP Advances in Information and Communication Technology 363, Springer 2011, ISBN 978-3-642-23956-4 [contents]
Coauthor Index
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