Zobrazeno 1 - 10
of 106
pro vyhledávání: '"Chrisina Jayne"'
Publikováno v:
Healthcare Analytics, Vol 2, Iss , Pp 100078- (2022)
This survey paper reviews Natural Language Processing Models and their use in COVID-19 research in two main areas. Firstly, a range of transformer-based biomedical pretrained language models are evaluated using the BLURB benchmark. Secondly, models u
Externí odkaz:
https://doaj.org/article/cdc347ba405c4bd7aa4aca03cedd9a58
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031159305
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::380e09993e47a9e960fa847aa7996a52
https://doi.org/10.1007/978-3-031-15931-2_67
https://doi.org/10.1007/978-3-031-15931-2_67
Publikováno v:
Decision Analytics Journal. 6:100162
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8016afeff8cce1dbd7bba4f5658f1fbc
https://doi.org/10.1016/j.dajour.2023.100162
https://doi.org/10.1016/j.dajour.2023.100162
Autor:
Chrisina Jayne, Lazaros Iliadis
Publikováno v:
Neural Computing and Applications. 32:17119-17124
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8a41c62c1c56cc010cc05de18fdc9690
https://doi.org/10.1007/s00521-020-05443-z
https://doi.org/10.1007/s00521-020-05443-z
Publikováno v:
Neural Computing and Applications. 33:2839-2851
Class-imbalanced datasets are common across several domains such as health, banking, security, and others. The dominance of majority class instances (negative class) often results in biased learning models, and therefore, classifying such datasets re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d26442b6e1e609040b1979ea204fab9c
https://doi.org/10.1007/s00521-020-05130-z
https://doi.org/10.1007/s00521-020-05130-z
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4e6344f7ae6d61f8dd45072370425d7a
https://doi.org/10.2139/ssrn.4210704
https://doi.org/10.2139/ssrn.4210704
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031159336
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9bba6d5339f7c5f0d2ce2365773cfde3
https://doi.org/10.1007/978-3-031-15934-3_5
https://doi.org/10.1007/978-3-031-15934-3_5
Autor:
Eyad Elyan, Pattaramon Vuttipittayamongkol, Pamela Johnston, Kyle Martin, Kyle McPherson, Carlos Francisco Moreno-García, Chrisina Jayne, Md. Mostafa Kamal Sarker
Publikováno v:
Artificial Intelligence Surgery.
The recent development in the areas of deep learning and deep convolutional neural networks has significantly progressed and advanced the field of computer vision (CV) and image analysis and understanding. Complex tasks such as classifying and segmen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cfe92e0b84c819c723998ce6d3b2737e
https://doi.org/10.20517/ais.2021.15
https://doi.org/10.20517/ais.2021.15
Publikováno v:
Engineering Applications of Neural Networks ISBN: 9783031082221
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e103eda3a386c7b69fe2399fac26e86d
https://doi.org/10.1007/978-3-031-08223-8_6
https://doi.org/10.1007/978-3-031-08223-8_6
Publikováno v:
IJCNN
Teesside University
Teesside University
Significant progress has been made in the area of text classification and natural language processing. However, like many other datasets from across different domains, text-based datasets may suffer from class-imbalance. This problem leads to model's
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6ac078b800f55b11ff161dce7484179f
https://doi.org/10.1109/ijcnn52387.2021.9533603
https://doi.org/10.1109/ijcnn52387.2021.9533603