AIMC Topic: Big Data

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Towards computational solutions for precision medicine based big data healthcare system using deep learning models: A review.

Computers in biology and medicine
The emergence of large-scale human genome projects, advances in DNA sequencing technologies, and the massive volume of electronic medical records [EMR] shift the transformation of healthcare research into the next paradigm, namely 'Precision Medicine...

Empirical Analysis of Early Childhood Enlightenment Education Using Neural Network.

Computational intelligence and neuroscience
This exploration aims to study the value orientation and essence of early childhood enlightenment education based on the deep neural network (DNN). Based on the acquisition and feature learning of cross-media education big data, the DNN correlation l...

Analysis of Legal Issues of Personal Information Protection in the Field of Big Data.

Journal of environmental and public health
In the era of big data, while every citizen enjoys the convenience of the Internet, all kinds of information closely related to their personal and property are in a state of "streaking" for a long time. Personal information is frequently leaked, ille...

A Data-Driven Intelligent System for Assistive Design of Interior Environments.

Computational intelligence and neuroscience
This paper analyses the design of a healthy interior environment using big data intelligence. The application of big data intelligence in the design of healthy interior environments is necessary because the traditional interior design approaches cons...

Aging Time Prediction Model Analysis and Numerical Simulation of Random Degradation Equipment Based on Big Data Linkage Technology.

Computational intelligence and neuroscience
In this study, we focus on the relevance of remaining life prediction of randomly degraded equipment in the context of big data monitoring and the core issue of quantifying uncertainty in remaining life prediction. We analyze the limitations and comm...

Effect of Intelligent Medical Data Technology in Postoperative Nursing Care.

BioMed research international
Surgery is one of the larger wounds in conventional surgery, and patients often experience different pain and postural discomfort after surgery. With the ever-changing standards of medical care and patient care requirements, providing high-quality ca...

An AI-Driven Hybrid Framework for Intrusion Detection in IoT-Enabled E-Health.

Computational intelligence and neuroscience
E-health has grown into a billion-dollar industry in the last decade. Its device's high throughput makes it an obvious target for cyberattacks, and these environments desperately need protection. In this scientific study, we presented an artificial i...

An Efficient Outlier Detection with Deep Learning-Based Financial Crisis Prediction Model in Big Data Environment.

Computational intelligence and neuroscience
As Big Data, Internet of Things (IoT), cloud computing (CC), and other ideas and technologies are combined for social interactions. Big data technologies improve the treatment of financial data for businesses. At present, an effective tool can be use...

Big data-driven intelligent governance of college students' physical health: System and strategy.

Frontiers in public health
With the development of information technology, the application of a new generation of information technologies, such as big data, Internet Plus, and artificial intelligence, in the sports field is an emerging, novel trend. This paper examined the re...

Hotspot Mining in the Field of Library and Information Science under the Environment of Big Data.

Journal of environmental and public health
Currently, with the implementation of big data strategies in countries all over the world, big data has achieved vigorous development in various fields. Big data research and application practices have also rapidly attracted the attention of the libr...