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, 2016 Before data can be analyzed, they must be organized into an appropriate form. Data preparation is the process of manipulating and organizing data prior to analysis. Data preparation is typically an iterative process of manipulating raw data, which is often unstructured and messy, into a more structured and useful form that is ready for further analysis.
Abdallah, Zahraa S. +2 more
europepmc +4 more sources
Illuminating Choices for Library Prep: A Comparison of Library Preparation Methods for Whole Genome Sequencing of Cryptococcus neoformans Using Illumina HiSeq. [PDF]
, 2014 The industry of next-generation sequencing is constantly evolving, with novel library preparation methods and new sequencing machines being released by the major sequencing technology companies annually.
A Adey +18 more
core +19 more sources
LKJ Data Preparation Technology and Application Research Based on Train Diagram Data
Kongzhi Yu Xinxi Jishu, 2022 In view of the problems such as large works of manual preparation of LKJ basic source data and excessive dependence on personal ability of data compilers, this paper proposes a LKJ data preparation technology based on technical data of train diagram, and
LEI Liping +3 more
doaj +3 more sources
Frontiers in Artificial Intelligence, 2023 It is well-known that Artificial Intelligence (AI), and in particular Machine Learning (ML), is not effective without good data preparation, as also pointed out by the recent wave of data-centric AI.
Gianluca Cima +3 more
doaj +1 more source
Data Preparation and Visualization of Electricity Consumption for Load Profiling
Energies, 2022 The construction of daily electricity consumption profiles is a common practice for user characterization and segmentation tasks. As in any data analysis project, to obtain these load profiles, a stage of data preparation is necessary.
Oscar G. Duarte +2 more
doaj +1 more source
ISPRS International Journal of Geo-Information, 2020 In an era of smart cities and digitalisation, there has been a noticeable increase in the development and application of planning support systems (PSS).
Muhammad Qadeer ul Hussnain +5 more
doaj +1 more source
Preparing Data for Artificial Intelligence in Pathology with Clinical-Grade Performance
Diagnostics, 2023 The pathology is decisive for disease diagnosis but relies heavily on experienced pathologists. In recent years, there has been growing interest in the use of artificial intelligence in pathology (AIP) to enhance diagnostic accuracy and efficiency ...
Yuanqing Yang +4 more
doaj +1 more source
Measuring Data Quality of Theses and Dissertations in the Data Preparation Stage of Registration Systems [PDF]
International Journal of Information Science and Management, 2023 Today, academic research plays a very influential role in the economic development of countries. These researches are often recorded and disseminated in the form and structure of theses and dissertations in scientific institutes.
Mohammad Javad Ershadi +2 more
doaj +1 more source
Corpora and data preparation [PDF]
Proceedings of the 5th conference on Message understanding - MUC5 '93, 1993 The data selection and data preparation efforts which led to the TIPSTER and Fifth Message Understanding Conference (MUC-5) evaluation corpora involved substantial effort, time and resources. The Government commitment to these selection and preparation efforts stems from four TIPSTER Program objectives: (1) to provide training data that would promote ...
Lynn Carlson +2 more
openaire +1 more source
Open Quaternary, 2021 This paper documents a database of fossil foraminiferal occurrences from a core sample (2 m) retrieved from offshore southeastern Peninsular Malaysia, in 1993, with additional data on their modern distribution from published source. Five sub-samples were
Rokiah Suriadi +3 more
doaj +1 more source