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LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems

SIGMOD Conference, 2021
Machine learning (ML) and data science workflows are inherently exploratory. Data scientists pose hypotheses, integrate the necessary data, and run ML pipelines of data cleaning, feature engineering, model selection and hyper-parameter tuning.
Arnab Phani   +2 more
semanticscholar   +1 more source

Nontarget screening and toxicity evaluation of diol esters of okadaic acid and dinophysistoxins reveal intraspecies difference of Prorocentrum lima.

Environmental Science and Technology, 2020
High-resolution mass spectrometry (HRMS) analysis with the assistance of molecular networking was used to investigate intracellular toxin profiles of five Prorocentrum lima (P. lima) strains sampled from the north Yellow Sea, South China Sea.
Haiyan Wu   +8 more
semanticscholar   +1 more source

The Role of Digital Transformation and Digital Competencies in Organizational Sustainability: A Study of SMEs in Lima, Peru

Sustainability
Digitalization has significantly transformed businesses in the 21st century, but there are gaps in understanding how it affects human resource management and organizational culture in SMEs in Lima, Peru.
Lorena C. Espina-Romero   +8 more
semanticscholar   +1 more source

Living Costs and Real Wages in Nineteenth Century Lima: Levels and International Comparisons

, 2020
This article provides new evidence on salaries and living standards of low‐skilled workers in Lima in 1825–73. During this period, low‐skilled workers in Lima could cover their basic needs.
L. Zegarra
semanticscholar   +1 more source

Whole faba bean flour exhibits unique expansion characteristics relative to the whole flours of lima, pinto, and red kidney beans during extrusion.

Journal of Food Science, 2019
Determining the impacts of extrusion conditions on extrudate characteristics of whole beans flours is critical to find the suitable types of beans to use for making direct expanded products.
Bon-Jae Gu   +2 more
semanticscholar   +1 more source

Presence of Extended-Spectrum β-lactamase, CTX-M-65 in Salmonella enterica serovar Infantis Isolated from Children with Diarrhea in Lima, Peru

Journal of Pediatric Infectious Diseases, 2019
Gastroenteritis in children is a serious condition in many parts of the world. Salmonella enterica is one of the causes of the disease. In this study, 280 fecal samples from children with diarrhea in four hospitals in Lima, Peru, were collected between ...
A. Granda   +8 more
semanticscholar   +1 more source

Nucella lima

2013
86. Nucella lima (Gmelin, 1791) Murex lima Gmelin, 1791: p. 3545. Thais lima (Gmelin, 1791): Oldroyd, 1927, p. 342, pl. 36, fig. 4–6. Nucella lima (Gmelin, 1791): Голиков, Гульбин 1977, с. 229–230; Голиков, Кусакин, 1978, с. 196–197, рис. 136; Vermeij et al., 1990, p. 348; Higo et al., 1999, p. 214; Golikov et al., 2001, р. 165; Кантор, Сысоев, 2006, с.
Gulbin, V. V., Chaban, E. M.
openaire   +1 more source

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