Big Data Application - an overview | ScienceDirect Topics
A Big Data Application is defined as a solution that addresses real-world problems by utilizing technologies like storage systems and computing environments to handle large volumes of data with …
Automated data processing and feature engineering for deep learning …
Mar 1, 2025 · In this paper, we explore various methods for automating data processing tasks for deep learning and big data applications. In the context of this survey, we broadly divide data processing …
Application Of Big Data - an overview | ScienceDirect Topics
The application of big data refers to the use of large volumes of data from various sources, such as web logs, social media, and sensor data, to assist businesses in making informed decisions and …
Big data applications, technological empowerment, and corporate ESG ...
Dec 1, 2025 · This study, based on data from Chinese listed companies, systematically unveils the theoretical mechanisms and practical pathways by which big data applications and technological …
Federated learning for big data: A survey on opportunities ...
Feb 15, 2026 · Introduction Machine and deep learning methodologies have had a significant impact on a variety of Federated Learning (FL)-enabled Big Data applications in areas such as preventive …
Computational Intelligence for Multimedia Big Data on the Cloud with ...
Description Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization …
Big data applications in operations/supply-chain management: A ...
Nov 1, 2016 · However, current research reveals that there is limited agreement regarding the performance of “big data.” Therefore, this paper attempts to thoroughly investigate “big data,” its …
Building Big Data Applications - ScienceDirect
Description Building Big Data Applications helps data managers and their organizations make the most of unstructured data with an existing data warehouse. It provides readers with what they need to …
Big data analytics deep learning techniques and applications: A survey ...
Feb 1, 2024 · Big data analytics (BDA), where raw data is often unlabeled or uncategorized, can greatly benefit from DL because of its ability to analyze and learn from enormous amounts of unstructured …
Big data in agriculture: Between opportunity and solution
Jan 1, 2022 · Big data applications in agriculture evolve fast, as more experience, applications, good practices and computational power become available. Actual solutions to real-life problems are scarce.