KDD meets big data

NW Grady - … International Conference on Big Data (Big Data), 2016 - ieeexplore.ieee.org
… for big data), there has yet been no presentation of the specific changes needed to … KDD
across the new big data technologies. A description of the need for an overarching data science

A study of the factors and methodologies to drive successfully a big data project

M Soukaina, H Anoun, M Ridouani… - … Computing in Data …, 2019 - ieeexplore.ieee.org
big data success factors and compare them. Then, in section 3, we do a review of the main
available big data … extension of KDD to handle activities involved within big data projects. This …

From KDD to KUBD: big data characteristics within the KDD process steps

N Lounes, H Oudghiri, R Chalal, WK Hidouci - Trends and Advances in …, 2018 - Springer
… Future work will have deep look into each step to develop the new methods and algorithms
needed to meet the Big Data requirements in terms of analysis, processing, and interpretation…

U-air: When urban air quality inference meets big data

Y Zheng, F Liu, HP Hsieh - … on Knowledge discovery and data mining, 2013 - dl.acm.org
… Third, the labeled data is insufficient though we have many observations represented by
big data. While having many places to infer, only a few stations generate training data. The …

Toward a big data knowledge-base management system for precision livestock farming

FN Fote, A Roukh, S Mahmoudi, SA Mahmoudi… - Procedia computer …, 2020 - Elsevier
… of data, this required specific tools, Big Data provides many tools that meet all requirements.
KDD process is leading to knowledge from data with advanced processes following …

Identifying the most common frameworks data science teams use to structure and coordinate their projects

JS Saltz, N Hotz - … Conference on Big Data (Big Data), 2020 - ieeexplore.ieee.org
data scientists, system designers, development and operations is a major obstacle that
compromises big data science … Knowledge Discovery in Databases (KDD) is the general process …

[PDF][PDF] Approaching the (Big) Data Science Engineering Process.

M Volk, D Staegemann, S Bosse, R Häusler… - IoTBDS, 2020 - scitepress.org
big data and the previously referred data science processes was made in (Grady, 2016). It
presents a mixture of the KDD, the CRISP-DM and parts of the big data … the KDD with big data

[PDF][PDF] Big data in public relations: A conceptual framework

C Wiencierz, U Röttger - Public relations journal, 2019 - researchgate.net
… (1996a), data mining comprises three steps in KDD, which we have combined into one step
… individualized customer approach, big data also makes it possible to meet the challenges of …

SKI: An agile framework for data science

J Saltz, A Suthrland - … Conference on Big Data (Big Data), 2019 - ieeexplore.ieee.org
… , data scientists, system designers, development and operations is a major obstacle that
compromises big data science … (KDD) is the broad process of discovering knowledge in data

Big data meet cyber-physical systems: A panoramic survey

R Atat, L Liu, J Wu, G Li, C Ye, Y Yang - IEEE Access, 2018 - ieeexplore.ieee.org
… Thus, we also provide an overview of the different security solutions proposed for CPS big
data storage, access, and analytics. We also discuss big data meeting green challenges in the …