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Items where Subject is "Machine learning"

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Number of items at this level: 542.

A

Albert, Paul (2023) Deep learning for computer vision constrained by limited supervision. PhD thesis, Dublin City University.

Al Omoush, Muhammad H. orcid logoORCID: 0009-0007-9611-7543, Salih, Sumaia E., Kishore, Sameer orcid logoORCID: 0000-0003-2793-0075 and Mehigan, Tracey orcid logoORCID: 0000-0002-1728-2134 (2023) Interactive multimodal learning: towards using pedagogical agents for inclusive education. In: IEEE International Humanitarian Technology Conference (IEEE IHTC), 1-3 Nov 2023, Cartagena, Colombia. (In Press)

Abgaz, Yalemisew orcid logoORCID: 0000-0002-3887-5342 (2022) Is your cultural heritage collection AI ready? A methodology for semantic enrichment of cultural images and photographs. In: 17th Image and Research Conference 2022, 16-19 Nov 2022, Girona, Catalonia. ISBN 978-84-8496-308-0

Azcona, David orcid logoORCID: 0000-0003-3693-7906 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2022) Brand recommendations for cold-start problems using brand embeddings. In: SAI Intelligent Systems Conference, 1-2 Sept 2022, Amsterdam, the Netherlands. ISBN 978-3-031-16074-5

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian orcid logoORCID: 0000-0003-2518-0274, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135, Hennessy, Deirdre orcid logoORCID: 0000-0002-7375-3754, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 and O'Connor, Aisling (2022) Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation. In: 29th EGF General Meeting 2022, 26-30 June 2022, Caen, France. ISBN 978-2-7380-1445-0

Arazo, Eric, Aly, Robin orcid logoORCID: 0000-0002-6787-0911 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2022) Segmentation enhanced lameness detection in dairy cows from RGB and depth video. In: Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), conference of Computer Vision and Pattern Recognition (CVPR), 20 June 2022, New Orleans, USA.

Albert, Paul, Ortego, Diego orcid logoORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2022) Addressing out-of-distribution label noise in webly-labelled data. In: Winter Conference on Applications of Computer Vision (WACV), 4-8 Jan 2022, Kona, Hawaii.

Arazo Sánchez, Eric (2022) Visual representation learning with deep neural networks under label and budget constraints. PhD thesis, Dublin City University.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Fernandez, Jaime B. orcid logoORCID: 0000-0001-9774-3879, Mac Namee, Brian, Hennessy, Deirdre orcid logoORCID: 0000-0002-7375-3754, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2022) Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation. In: Agriculture-Vision: 3rd International Workshop and Prize Challenge at CVPR 2022, 19 - 24 June 2022, New Orleans, USA. (In Press)

Alli, Muhammad orcid logoORCID: 0000-0003-2551-7236 (2021) Vacuum ultraviolet laser induced breakdown spectroscopy (VUV-LIBS) for pharmaceutical analysis. PhD thesis, Dublin City University.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian orcid logoORCID: 0000-0003-2518-0274, Hennessy, Deirdre orcid logoORCID: 0000-0002-7375-3754, O'Connor, Aisling, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2021) Semi-supervised dry herbage mass estimation using automatic data and synthetic images. In: Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA), 11 Oct 2021, Virtual.

Albert, Paul, Ortego, Diego orcid logoORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuiness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2021) ReLaB: reliable label bootstrapping for semi-supervised learning. In: International Joint Conference on Neural Networls (IJCNN), 18-22 July 2021, Shenzhen, China (Online).

Aghamohammadi, Amirhossein, Ranjbarzadeh, Ramin orcid logoORCID: 0000-0001-7065-9060, Naiemi, Fatemeh, Mogharrebi, Marzieh, Dorosti, Shadi and Bendechache, Malika orcid logoORCID: 0000-0003-0069-1860 (2021) TPCNN: Two-path convolutional neural network for tumor and liver segmentation in CT images using a novel encoding approach. Expert Systems with Applications, 183 . pp. 115-406. ISSN 0957-4174

Ali, Wasim A. orcid logoORCID: 0000-0002-4602-461X, Manasa, K.N., Bendechache, Malika orcid logoORCID: 0000-0003-0069-1860, Fadhel Aljunaid, Mohammed orcid logoORCID: 0000-0001-9099-3664 and Sandhya, P. (2020) A Review of current machine learning approaches for anomaly detection in network traffic. Journal of Telecommunications and the Digital Economy, 8 (4). pp. 64-95. ISSN 2203-1693

Azcona, David orcid logoORCID: 0000-0003-3693-7906, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2020) A comparative study of existing and new deep learning methods for detecting knee injuries using the MRNet dataset. In: 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA), 19-22 Oct 2020, Valencia, Spain (Online).

Arazo Sánchez, Eric, Ortego, Diego orcid logoORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2020) Pseudo-labeling and confirmation bias in deep semi-supervised learning. In: 2020 International Joint Conference on Neural Networks, 19 - 24 July 2020, Glasgow, Scotland. ISBN 978-1-7281-6926-2

Azcona, David orcid logoORCID: 0000-0003-3693-7906, Moreu, Enric, Hu, Feiyan orcid logoORCID: 0000-0001-7451-6438, Ward, Tomás E. orcid logoORCID: 0000-0002-6173-6607 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2020) Predicting media memorability using ensemble models. In: MediaEval 2019, 27 - 29 Oct 2019, Sophia Antipolis, France.

Antony, Joseph orcid logoORCID: 0000-0001-6493-7829, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, Moran, Kieran orcid logoORCID: 0000-0003-2015-8967 and O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 (2020) Feature learning to automatically assess radiographic knee osteoarthritis severity. In: Nanni, Loris, Brahnam, Sheryl, Brattin, Rick, Ghidoni, Stefano and Jain, Lakhmi, (eds.) Deep Learners and Deep Learner Descriptors for Medical Applications. Intelligent Systems Reference Library (ISRL), 186 . Springer, 9 -93. ISBN 978-3-030-42750-4

Alamro, Rawan, McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting Saudi stock market Index by Incorporating GDELT using multivariate time series modelling. In: International Conference on Computing (ICC 2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Alshaya, Sara, McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting no-show medical appointments using machine learning. In: International Conference on Computing (ICC2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Almutairi, Suad, Shaiba, Hadil and Bezbradica, Marija orcid logoORCID: 0000-0001-9366-5113 (2019) Predicting students' academic performance and main behavioral features using data mining techniques. In: Advances in Data Science, Cyber Security and IT Applications. ICC 2019., 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Azodi, Christina B. orcid logoORCID: 0000-0002-6097-606X, McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984, Roantree, Mark orcid logoORCID: 0000-0002-1329-2570, Gustavo, de los Campos orcid logoORCID: 0000-0001-5692-7129 and Shiu, Shin-Han orcid logoORCID: 0000-0001-6470-235X (2019) Benchmarking algorithms for genomic prediction of complex traits. G3: Genes, Genomes, Genetics, 9 (11). pp. 3691-3702. ISSN 2160-1836

Azcona, David orcid logoORCID: 0000-0003-3693-7906 (2019) Artificial intelligence in computer science and mathematics education. PhD thesis, Dublin City University.

Almasoud, Marwa and Ward, Tomás E. orcid logoORCID: 0000-0002-6173-6607 (2019) Detection of chronic kidney disease using machine learning algorithms with least number of predictors. International Journal of Soft Computing and Its Applications, 10 (8). ISSN 2074-8523

Arazo Sánchez, Eric, Ortego, Diego orcid logoORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2019) Unsupervised label noise modeling and loss correction. In: International Conference on Machine Learning (ICML), 10-15 June 2019, Long Beach, CA, USA.

Azcona, David orcid logoORCID: 0000-0003-3693-7906, Arora, Piyush orcid logoORCID: 0000-0002-4261-2860, Hsiao, I-Han orcid logoORCID: 0000-0002-1888-3951 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2019) user2code2vec: embeddings for profiling students based on distributional representations of source code. In: The 9th International Learning Analytics & Knowledge Conference, LAK 2019, 4-8 Mar, 2019, Tempe, AZ, USA. ISBN 978-1-4503-6256-6/19/03

Assens, Marc, Giró-i-Nieto, Xavier, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 and O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 (2019) PathGAN: visual scanpath prediction with generative adversarial networks. In: ECCV Workshop on Egocentric Perception, Interaction and Computing (EPIC), 9 Sept 2018, Munich, Germany. ISBN 978-3-030-11020-8

Arazo, Eric, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and McGuinness, Kevin (2019) Improving unsupervised learning with exemplarCNNs. In: Irish Machine Vision and Image Processing conference, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Aboud, Edmond and O'Brien, Darragh (2018) Detection of malicious VBA macros using machine learning methods. In: Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6-7 Dec 2018, Dublin, Ireland.

Azcona, David orcid logoORCID: 0000-0003-3693-7906, Hsiao, I-Han orcid logoORCID: 0000-0002-1888-3951 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2018) An exploratory study on student engagement with adaptive notifications in programming courses. In: European Conference on Technology Enhanced Learning (EC-TEL’18), 3-6 Sept 2018, Leeds, UK. ISBN 9783319985718

Assens, Marc, Giró-i-Nieto, Xavier orcid logoORCID: 0000-0002-9935-5332, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 and O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 (2018) Scanpath and saliency prediction on 360 degree images. Signal Processing: Image Communication, 69 . pp. 8-14. ISSN 0923-5965

Azcona, David orcid logoORCID: 0000-0003-3693-7906, Hsiao, I-Han orcid logoORCID: 0000-0002-1888-3951 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2018) PredictCS: Personalizing Programming learning by leveraging learning analytics. In: International Workshop on Orchestrating Learning Analytics (OrLA): Learning Analytics Adoption at the Classroom Level, 5-9 Mar 2018, Sydney, Australia. ISBN 978-1-4503-6400-3

Assens, Marc, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier orcid logoORCID: 0000-0002-9935-5332 and O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 (2017) SaltiNet: scan-path prediction on 360 degree images using saliency volumes. In: 2nd ICCV EPIC Workshop, 29 Oct 2017, Venice, Italy.

Azcona, David orcid logoORCID: 0000-0003-3693-7906 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2017) Targeting at-risk students using engagement and effort predictors in an introductory computer programming course. In: The 12th. European Conference on Technology-Enhanced Learning (EC-TEL), 12-15 Sept 2017, Tallinn, Estonia. ISBN 978-3-319-66610-5

Azcona, David orcid logoORCID: 0000-0003-3693-7906, Corrigan, Owen orcid logoORCID: 0000-0002-1840-982X, Scanlon, Philip and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2017) Innovative learning analytics research at a data-driven HEI. In: 3rd. International Conference on Higher Education Advances, 21–23 June 2017, Valencia, Spain. ISBN 978-84-9048-590-3

Andrearczyk, Vincent and Whelan, Paul F. orcid logoORCID: 0000-0001-9230-7656 (2017) Deep learning for biomedical texture image analysis. In: Irish Machine Vision and Image Processing Conference 2017, 30 Aug - 1 Sept 2017, Maynooth, Ireland. ISBN 978-0-9934207-2-6

Antony, Joseph, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and Moran, Kieran orcid logoORCID: 0000-0003-2015-8967 (2016) Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks. In: 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.

Antony, Joseph orcid logoORCID: 0000-0001-6493-7829, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew orcid logoORCID: 0000-0002-7826-2209, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and Moran, Kieran orcid logoORCID: 0000-0003-2015-8967 (2015) An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI. IRBM, 37 (1). pp. 11-22. ISSN 1959-0318

Albatal, Rami orcid logoORCID: 0000-0002-9269-8578, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, Hu, Feiyan orcid logoORCID: 0000-0001-7451-6438 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Workshop on Vision and Language 2014 (VL'14), 23 Aug 2014, Dublin, Ireland.

Albatal, Rami orcid logoORCID: 0000-0002-9269-8578 and Little, Suzanne orcid logoORCID: 0000-0003-3281-3471 (2014) Empirical exploration of extreme SVM-RBF parameter values for visual object classification. In: MMM 2014, The 20th Anniversary International Conference on MultiMedia Modeling, 6-10 Jan 2014, Dublin, Ireland. ISBN DOI: 10.1007%2F978-3-319-04117-9_28

Aly, Robin, Arandjelovic, Relja, Chatfield, Ken, Douze, Matthijs, Fernando, Basura, Harchaoui, Zaid, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135, Oneata, Dan, Parkhi, Omkar M., Potapov, Danila, Revaud, Jérôme, Schmid, Cordelia, Schwenninger, Jochen, Scott, David, Tuytelaars, Tinne, Verbeek, Jakob, Wang, Heng and Zisserman, Andrew (2013) The AXES submissions at TrecVid 2013. In: TRECVid 2013, 20-22 Nov 2013, Gaithersburg, Maryland, USA.

Almaghout, Hala (2013) CCG-augmented hierarchical phrase-based statistical machine translation. PhD thesis, Dublin City University.

Aly, Robin, McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477, Chen, Shu, O'Connor, Noel E. orcid logoORCID: 0000-0001-9253-0313, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Zisserman, Andrew, Fernando, Basura, Tuytelaars, Tinne, Oneata, Dan, Douze, Matthijs, Revaud, Jérôme, Schwenninger, Jochen, Potapov, Danila, Wang, Heng, Harchaoui, Zaid, Verbeek, Jakob and Schmid, Cordelia (2012) AXES at TRECVID 2012: KIS, INS, and MED. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, Maryland, USA.

Aly, Robin, Doherty, Aiden R. orcid logoORCID: 0000-0003-1840-0451, Hiemstra, Djoerd, de Jong, Franciska and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2012) The uncertain representation ranking framework for concept-based video retrieval. Information Retrieval, 15 . pp. 1-27. ISSN 1386-4564

Awad, George M. (2007) A framework for sign language recognition using support vector machines and active learning for skin segmentation and boosted temporal sub-units. PhD thesis, Dublin City University.

B

Barry, Liam orcid logoORCID: 0000-0001-8366-4790, Balogun, Muyiwa and Derevyanko, Stanislav (2023) Dual-polarization Hermite-Gaussian-based NFDM transmission system. IEEE Access, 11 . 125692 -125697. ISSN 2169-3536

Bahramyan, Mehran (2023) Molecular dynamics simulation of TWIP-TRIP alloys: plastic deformation mechanisms and machine-learning assisted alloys design. PhD thesis, Dublin City University.

Butler, Conall orcid logoORCID: 0009-0006-7703-2758 and Crane, Martin orcid logoORCID: 0000-0001-7598-3126 (2023) Blockchain transaction fee forecasting: a comparison of machine learning methods. Mathematics, 11 . ISSN 2227-7390

Brennan, Conor orcid logoORCID: 0000-0002-0405-3869 and McGuinness, Kevin orcid logoORCID: 0000-0003-1336-6477 (2023) Site-specific deep learning path loss models based on the method of moments. In: 17th European Conference on Antennas and Propagation (EuCAP23), 26 - 31 Mar 2023, Florence, Italy.

Ballas, Camille (2022) Inducing sparsity in deep neural networks through unstructured pruning for lower computational footprint. PhD thesis, Dublin City University.

Barry, James orcid logoORCID: 0000-0003-3051-585X (2022) Investigating multilingual approaches for parsing universal dependencies. PhD thesis, Dublin City University.

Barboza, Matheus Félix Xavier orcid logoORCID: 0000-0003-0912-7705, Monteiro, Kayo Henrique de Carvalho orcid logoORCID: 0000-0002-7153-9906, Rodrigues, Iago Richard orcid logoORCID: 0000-0002-8242-9059, Santos, Guto Leoni orcid logoORCID: 0000-0002-0257-4214, Monteiro, Wuelton Marcelo orcid logoORCID: 0000-0002-0848-1940, Figueira, Elder Augusto Guimaraes orcid logoORCID: 0000-0001-5512-3786, Sampaio, Vanderson de Souza orcid logoORCID: 0000-0001-7307-8851, Lynn, Theo orcid logoORCID: 0000-0001-9284-7580 and Endo, Patricia Takako orcid logoORCID: 0000-0002-9163-5583 (2022) Prediction of malaria using deep learning models: a case study on city clusters in the state of Amazonas, Brazil, from 2003 to 2018. Revista da Sociedade Brasileira de Medicina Tropical, 55 . ISSN 0037-8682

Belz, Anya orcid logoORCID: 0000-0002-0552-8096, Shimorina, Anastasia, Popović, Maja orcid logoORCID: 0000-0001-8234-8745 and Reiter, Ehud orcid logoORCID: 0000-0002-7548-9504 (2022) The 2022 ReproGen shared task on reproducibility of evaluations in NLG: overview and results. In: 15th International Conference on Natural Language Generation: Generation Challenges, 17-22 July 2022, Waterville, ME, USA.

Bowe, Andrea K. orcid logoORCID: 0000-0002-1874-234X, Lightbody, Gordon orcid logoORCID: 0000-0002-8155-0826, Staines, Anthony orcid logoORCID: 0000-0001-9161-1357 and Murray, Deirdre M. orcid logoORCID: 0000-0002-2201-9912 (2022) Big data, machine learning, and population health: predicting cognitive outcomes in childhood. Pediatric Research, 93 . pp. 300-307. ISSN 0031-3998

Brkić Bakarić, Marija orcid logoORCID: 0000-0003-4079-4012, Načinović Prskalo, Lucia orcid logoORCID: 0000-0002-8832-2527 and Popović, Maja orcid logoORCID: 0000-0001-8234-8745 (2022) A general framework for detecting metaphorical collocations. In: 18th Workshop on Multiword Expressions @LREC2022, Marseille, France.

Belz, Anya orcid logoORCID: 0000-0002-0552-8096, Popović, Maja orcid logoORCID: 0000-0001-8234-8745 and Mille, Simon orcid logoORCID: 0000-0002-8852-2764 (2022) Quantified reproducibility assessment of NLP results. In: 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 22-27 May 2022, Dublin, Ireland.

Baseri Saadi, Soroush, Tataei Sarshar, Nazanin orcid logoORCID: 0000-0002-3374-6859, Sadeghi, Soroush, Ranjbarzadeh, Ramin orcid logoORCID: 0000-0001-7065-9060, Forooshani, Mersedeh Kooshki and Bendechache, Malika orcid logoORCID: 0000-0003-0069-1860 (2022) Investigation of effectiveness of shuffled frog-leaping optimizer in training a convolution neural network. Journal of Healthcare Engineering, 2022 . ISSN 2040-2295

Bendechache, Malika orcid logoORCID: 0000-0003-0069-1860, Lohar, Pintu orcid logoORCID: 0000-0002-5328-1585, Xie, Guodong orcid logoORCID: 0000-0003-0037-8495, Brennan, Rob orcid logoORCID: 0000-0001-8236-362X, Trestian, Ramona orcid logoORCID: 0000-0003-3315-3081, Celeste, Edoardo orcid logoORCID: 0000-0003-1984-4142, Kapanova, Kristina, Jayasekera, Evgeniia and Tal, Irina orcid logoORCID: 0000-0001-9656-668X (2021) Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: a pilot study. Information Security Journal, 30 (5). pp. 281-293. ISSN 1939-3555

Bahrpeyma, Fouad orcid logoORCID: 0000-0002-5128-4774, Roantree, Mark orcid logoORCID: 0000-0002-1329-2570, Cappellari, Paolo, Scriney, Michael orcid logoORCID: 0000-0001-6813-2630 and McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984 (2021) A methodology for validating diversity in synthetic time series generation. MethodsX . ISSN 2215-0161

Biswas, Baidyanath orcid logoORCID: 0000-0002-0609-3530, Mukhopadhyay, Arunabha orcid logoORCID: 0000-0003-1455-5587, Bhattacharjee, Sudip orcid logoORCID: 0000-0002-1887-721X, Kumar, Ajay and Delen, Dursun orcid logoORCID: 0000-0001-8857-5148 (2021) A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decision Support Systems, 152 . ISSN 0167-9236

Barton, Sinead orcid logoORCID: 0000-0003-4915-7335, Alakkari, Salaheddin, O'Dwyer, Kevin orcid logoORCID: 0000-0001-7405-9679, Ward, Tomás E. orcid logoORCID: 0000-0002-6173-6607 and Hennelly, Bryan orcid logoORCID: 0000-0003-1326-9642 (2021) Convolution network with custom loss function for the denoising of low SNR Raman spectra. Sensors, 21 (14). ISSN 1424-8220

Brady, Aidan J. orcid logoORCID: 0000-0002-9427-5771, Scriney, Michael orcid logoORCID: 0000-0001-6813-2630, Moyna, Niall orcid logoORCID: 0000-0003-1061-8528 and McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984 (2021) Identification of movement categories and associated velocity thresholds for elite Gaelic football and hurling referees. International Journal of Performance Analysis in Sport, 21 (5). pp. 741-753. ISSN 2474-8668

Blanch, Marc, Blasi, Saverio, Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389, O'Connor, Noel E. orcid logoORCID: 0000-0002-4033-9135 and Mrak, Marta (2020) Attention-based neural networks for chroma intra prediction in video coding. IEEE Journal on Selected Topics in Signal Processing . ISSN 1932-4553

Breen, Michael orcid logoORCID: 0000-0002-5857-9938, McMenamin, Iain orcid logoORCID: 0000-0002-1704-390X, Courtney, Michael and McNulty, Gemma orcid logoORCID: 0000-0002-6909-6958 (2020) Daily judgement: political news and financial markets. New Political Economy, 26 (4). pp. 606-630. ISSN 1356-3467

Bhattacharjee, Santanu, Haque, Rejwanul orcid logoORCID: 0000-0003-1680-0099, Maillette de Buy Wenniger, Gideon and Way, Andy orcid logoORCID: 0000-0001-5736-5930 (2020) Investigating query expansion and coreference resolution in question answering on BERT. In: 25th International Conference on Natural Language & Information Systems (NLDB 2020)), 24 - 26 June 2020, Saarbrücken, Germany (Online). ISBN 978-3-030-51309-2

Burtenshaw, Denise orcid logoORCID: 0000-0002-5958-1773 (2020) Diagnostic potential of extracellular vesicles (EVs) and single-cell photonics (scPH) in subclinical atherosclerotic disease. PhD thesis, Dublin City University.

Belton, Sarahjane orcid logoORCID: 0000-0001-9672-6276, McCarren, Andrew orcid logoORCID: 0000-0002-7297-0984, McGrane, Bronagh orcid logoORCID: 0000-0001-6891-7729, Powell, Danielle and Issartel, Johann orcid logoORCID: 0000-0003-1016-1409 (2019) The Youth-Physical Activity Towards Health (Y-PATH) intervention: results of a 24 month cluster randomised controlled trial. PLoS One . ISSN 1932-6203

Bin-Hezam, Reem and Ward, Tomás E. orcid logoORCID: 0000-0002-6173-6607 (2019) A machine learning approach towards detecting dementia based on its modifiable risk factors. International Journal of Advanced Computer Science and Applications, 10 (8). ISSN 2158-107X

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