Zobrazeno 1 - 10
of 814
pro vyhledávání: '"Purpura, P."'
Autor:
Picco, Gabriele, Fuchs, Leopold, Galindo, Marcos Martínez, Purpura, Alberto, López, Vanessa, Lam, Hoang Thanh
Zero-shot entity and relation classification models leverage available external information of unseen classes -- e.g., textual descriptions -- to annotate input text data. Thanks to the minimum data requirement, Zero-Shot Learning (ZSL) methods have
Externí odkaz:
http://arxiv.org/abs/2406.02245
Autor:
Picco, Gabriele, Galindo, Marcos Martínez, Purpura, Alberto, Fuchs, Leopold, López, Vanessa, Lam, Hoang Thanh
Publikováno v:
Association for Computational Linguistics. 3 (2023) 357-368
The Zero-Shot Learning (ZSL) task pertains to the identification of entities or relations in texts that were not seen during training. ZSL has emerged as a critical research area due to the scarcity of labeled data in specific domains, and its applic
Externí odkaz:
http://arxiv.org/abs/2307.13497
Disease diagnosis from medical images via supervised learning is usually dependent on tedious, error-prone, and costly image labeling by medical experts. Alternatively, semi-supervised learning and self-supervised learning offer effectiveness through
Externí odkaz:
http://arxiv.org/abs/2304.05047
Autor:
Choongsung Yoo, Dante Xing, Drew E. Gonzalez, Victoria Jenkins, Kay Nottingham, Broderick Dickerson, Megan Leonard, Joungbo Ko, Megan H. Lewis, Mark Faries, Wesley Kephart, Martin Purpura, Ralf Jäger, Shawn D. Wells, Kylin Liao, Ryan Sowinski, Christopher J. Rasmussen, Richard B. Kreider
Publikováno v:
Journal of the International Society of Sports Nutrition, Vol 21, Iss 1 (2024)
ABSTRACTRationale Intense exercise promotes fatigue and can impair cognitive function, particularly toward the end of competition when decision-making is often critical for success. For this reason, athletes often ingest caffeinated energy drinks pri
Externí odkaz:
https://doaj.org/article/2bcae71d7049400a9a67651d8aab64ca
Autor:
Dhakshin Ramanathan, Jason Nan, Gillian Grennan, Satish Jaiswal, Suzanna Purpura, James Manchanda, Vojislav Maric, Pragathi Priyadharsini Balasubramani, Jyoti Mishra
Publikováno v:
Biological Psychiatry Global Open Science, Vol 4, Iss 6, Pp 100384- (2024)
Background: Interoceptive attention to internal sensory signals, such as the breath, is fundamental to mindfulness. However, interoceptive attention can be difficult to study, with many studies relying on subjective and retrospective measures. Respon
Externí odkaz:
https://doaj.org/article/c007a4890ae543f8915780b39a2a3525
Autor:
Ralf Jäger, Sidney Abou Sawan, Martin Purpura, Barbara Grube, Yvette Röske, Patricia De Costa, Pee-Win Chong
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract White kidney bean (Phaseolus vulgaris L.) extracts can aid weight management by reducing calorie intake from complex carbohydrates through alpha-amylase inhibition. We examined the impact of a proprietary aqueous extract from whole dried whi
Externí odkaz:
https://doaj.org/article/8b108567f09648af8adae2ad71ad072c
Learning to Rank (LETOR) algorithms are usually trained on annotated corpora where a single relevance label is assigned to each available document-topic pair. Within the Cranfield framework, relevance labels result from merging either multiple expert
Externí odkaz:
http://arxiv.org/abs/2202.06337
LEarning TO Rank (LETOR) is a research area in the field of Information Retrieval (IR) where machine learning models are employed to rank a set of items. In the past few years, neural LETOR approaches have become a competitive alternative to traditio
Externí odkaz:
http://arxiv.org/abs/2102.11345
Autor:
Giulia Purpura, Valentina Di Giusto, Carla Fulvia Zorzi, Giusi Figliano, Mattia Randazzo, Valentina Volpicelli, Rosanna Blonda, Elena Brazzoli, Tarjn Reina, Silvia Rezzonico, Roberta Sala, Anna Cavallini
Publikováno v:
Sensors, Vol 24, Iss 17, p 5578 (2024)
Virtual reality (VR) applications in paediatric rehabilitation are recent but promising. This brief report describes a VR rehabilitation program for a small sample of children with Developmental Coordination Disorder (DCD). The program focused explic
Externí odkaz:
https://doaj.org/article/a346154affa048648b2ea10788db79ba
Autor:
Satish Jaiswal, Suzanna R Purpura, James K Manchanda, Jason Nan, Nihal Azeez, Dhakshin Ramanathan, Jyoti Mishra
Publikováno v:
JMIR Mental Health, Vol 11, p e49467 (2024)
BackgroundSeveral studies show that intense work schedules make health care professionals particularly vulnerable to emotional exhaustion and burnout. ObjectiveIn this scenario, promoting self-compassion and mindfulness may be beneficial for well-be
Externí odkaz:
https://doaj.org/article/494561a61d3f4c5799f722692a9fb31e