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Now showing items 91-100 of 129
The data ethics challenges of explainable AI and their knowledge-based solutions
(IOS Press, 2020-05)
Abstract. Explainable AI has recently gained momentum as an approach to overcome some of the more obvious ethical implications of the increasingly widespread
application of AI (mostly machine learning). It is however not ...
NUIG-DSI at the WebNLG+ challenge: Leveraging transfer learning for RDF-to-text generation
(Association for Computational Linguistics, 2020-12-18)
This paper describes the system submitted by NUIG-DSI to the WebNLG+ challenge 2020 in the RDF-to-text generation task for the English language. For this challenge, we leverage transfer learning by adopting the T5 model ...
Potentially handicapped but otherwise functional: Malformations in prey capture tools show no impacts on octopus life
(Wiley, 2020-10-17)
Larval mortality is a keystone ecological factor for many benthic octopus since it mostly occurs before their settlement in the sea bottom as benthic juveniles. The literature had revealed that records of adult animals ...
El globito de Cthulhu: una nueva joya del Mediterráneo
(Quercus, 2021-03)
[No abstract available]
Is cryptic biodiversity a common phenomenon among Atlantic oceanic squids?
(MDPI, 2021-03-13)
Historically, marine oceanic open environments have been considered without barriers to dispersal, and the subsequent speciation of lineages from distant areas. As a consequence, many marine pelagic marine invertebrates ...
Towards an eDNA assay for decapodiform cephalopods
(Pensoft, 2021-03-04)
Assessing the distribution and diversity of cephalopods using traditional approaches(standard fishing, market collection, and DNA barcoding) is time-consuming. EnvironmentalDNA (eDNA) assays are non-invasive, fast, and can ...
Synergy between embedding and protein functional association networks for drug label prediction using harmonic function
(ACM and IEEE, 2020-10-16)
Semi-Supervised Learning (SSL) is an approach to machine learning that makes use of unlabeled data for training with a small amount of labeled data. In the context of molecular biology and pharmacology, one can take advantage ...
Morphological and molecular assessments of bobtail squids (Cephalopoda: Sepiolidae) reveal a hidden history of biodiversity
(Frontiers Media, 2021-01-20)
Molecular species delimitation assists taxonomic decisions for challenging species, like cryptic species complexes. Bobtail squids (Family Sepiolidae Leach, 1817) are a very diverse group of benthic and nektonic small to ...
Automation, monitoring, and standardization of cell product manufacturing
(Frontiers Media, 2020-07-14)
Although regenerative medicine products are at the forefront of scientific research, technological innovation, and clinical translation, their reproducibility and large-scale production are compromised by automation, ...
Monitoring microwave thermal ablation using electrical impedance tomography: an experimental feasibility study
(IEEE, 2020)
Low-cost and reliable methods for monitoring the size of the ablation zone during microwave thermal ablation (MTA) are crucial in the oncological clinical practice. The aim of this work is to test the performance of ...