The effectiveness of data augmentation in image classification using deep learning
L Perez, J Wang - arXiv preprint arXiv:1712.04621, 2017 - arxiv.org
In this paper, we explore and compare multiple solutions to the problem of data augmentation
in image classification. Previous work has demonstrated the effectiveness of data …
in image classification. Previous work has demonstrated the effectiveness of data …
[PDF][PDF] The effectiveness of data augmentation in image classification using deep learning
J Wang, L Perez - Convolutional Neural Networks Vis …, 2017 - vision.stanford.edu
In this paper, we explore and compare multiple solutions to the problem of data augmentation
in image classification. Previous work has demonstrated the effectiveness of data …
in image classification. Previous work has demonstrated the effectiveness of data …
Eta prediction with graph neural networks in google maps
Travel-time prediction constitutes a task of high importance in transportation networks, with
web mapping services like Google Maps regularly serving vast quantities of travel time …
web mapping services like Google Maps regularly serving vast quantities of travel time …
The olive leaf extract exhibits antiviral activity against viral haemorrhagic septicaemia rhabdovirus (VHSV)
V Micol, N Caturla, L Pérez-Fons, V Más, L Pérez… - Antiviral research, 2005 - Elsevier
A commercial plant extract derived from olive tree leaf (Olea europaea) (LExt) and its major
compound, oleuropein (Ole), inhibited the in vitro infectivity of the viral haemorrhagic …
compound, oleuropein (Ole), inhibited the in vitro infectivity of the viral haemorrhagic …
Mcdb: a monte carlo approach to managing uncertain data
To deal with data uncertainty, existing probabilistic database systems augment tuples with
attribute-level or tuple-level probability values, which are loaded into the database along with …
attribute-level or tuple-level probability values, which are loaded into the database along with …
Older worker, different actor? Linking age and emotional labor strategies
JJ Dahling, LA Perez - Personality and Individual Differences, 2010 - Elsevier
In this study, we examine how the age of service employees influences the emotional labor
process. We integrate research on socioemotional selectivity theory and emotional labor to …
process. We integrate research on socioemotional selectivity theory and emotional labor to …
Very early surfactant without mandatory ventilation in premature infants treated with early continuous positive airway pressure: a randomized, controlled trial
…, MA Rondon, L Charry, JA Bastidas, LA Perez… - …, 2009 - publications.aap.org
BACKGROUND. Chronic lung disease is one of the most frequent and serious complications
of premature birth. Because mechanical ventilation is a major risk factor for chronic lung …
of premature birth. Because mechanical ventilation is a major risk factor for chronic lung …
There's no place like home? An exploration of the mechanisms behind plant litter–decomposer affinity in terrestrial ecosystems
Litter decomposition in terrestrial ecosystems is an important first step for carbon and nutrient
cycling, as senescent plant material is degraded and consequently incorporated, along …
cycling, as senescent plant material is degraded and consequently incorporated, along …
Interaction system based on internet of things as support for education
The Internet of Things is a new paradigm that is revolutionizing computing. It is intended that
all objects around us are connected to the network, providing “anytime, anywhere” access …
all objects around us are connected to the network, providing “anytime, anywhere” access …
Malnutrition Alters the Innate Immune Response and Increases Early Visceralization following Leishmania donovani Infection
…, W Zhao, JUE Yang, LE Perez… - Infection and …, 2001 - Am Soc Microbiol
Malnutrition is a risk factor for the development of visceral leishmaniasis. However, the
immunological basis for this susceptibility is unknown. We have developed a mouse model to …
immunological basis for this susceptibility is unknown. We have developed a mouse model to …