AIMC Topic: Big Data

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Climate Change Effects on Pathogen Emergence: Artificial Intelligence to Translate Big Data for Mitigation.

Annual review of phytopathology Jun 1, 2022
Plant pathology has developed a wide range of concepts and tools for improving plant disease management, including models for understanding and responding to new risks from climate change. Most of these tools can be improved using new advances in art...
Artificial Intelligence Agriculture Climate Change Big Data Machine Learning
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Risk assessment of ICU patients through deep learning technique: A big data approach.

Journal of global health May 30, 2022
BACKGROUND: Intensive Care Unit (ICU) patients are exposed to various medications, especially during infusion, and the amount of infusion drugs and the rate of their application may negatively affect their health status. A deep learning model can mon...
Risk Assessment Intensive Care Units Neural Networks, Computer Big Data Deep Learning Humans
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Research on Performance Optimization Algorithm of Resource and Environment Audit Based on Computer Technology.

Computational intelligence and neuroscience May 27, 2022
With the rapid development of the economy and society, the sustainable development of resources and environment has been paid more and more attention. As an important part of the national environmental supervision system, resources and environmental ...
Computers Artificial Intelligence Big Data Technology Algorithms Humans
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Deep Neural Network Model Construction for Digital Human Resource Management with Human-Job Matching.

Computational intelligence and neuroscience May 19, 2022
This article uses deep neural network technology and combines digital HRM knowledge to research human-job matching systematically. Through intelligent digital means such as 5G communication, cloud computing, big data, neural network, and user portrai...
Neural Networks, Computer Algorithms Humans Workforce Big Data
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Best Practices on Big Data Analytics to Address Sex-Specific Biases in Our Understanding of the Etiology, Diagnosis, and Prognosis of Diseases.

Annual review of biomedical data science May 13, 2022
A bias in health research to favor understanding diseases as they present in men can have a grave impact on the health of women. This paper reports on a conceptual review of the literature on machine learning or natural language processing (NLP) tech...
Artificial Intelligence Machine Learning Humans Natural Language Processing Male Data Science Female Big Data
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Neural Network-Based Dynamic Segmentation and Weighted Integrated Matching of Cross-Media Piano Performance Audio Recognition and Retrieval Algorithm.

Computational intelligence and neuroscience May 13, 2022
This paper presents a dynamic segmentation and weighted comprehensive matching algorithm based on neural networks for cross-media piano performance audio recognition and retrieval. The 3D convolutional neural network process is separated to compress ...
Image Processing, Computer-Assisted Neural Networks, Computer Recognition, Psychology Algorithms Big Data
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Assessing Inequity in Green Space Exposure toward a "15-Minute City" in Zhengzhou, China: Using Deep Learning and Urban Big Data.

International journal of environmental research and public health May 10, 2022
Green space exposure is considered an important aspect of a livable environment and human well-being. It is often regarded as an indicator of social justice. However, due to the difficulties in obtaining green space exposure data from a ground-based ...
Big Data Parks, Recreational Cities Deep Learning China Humans
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Dynamic Learning Framework for Smooth-Aided Machine-Learning-Based Backbone Traffic Forecasts.

Sensors (Basel, Switzerland) May 9, 2022
Recently, there has been an increasing need for new applications and services such as big data, blockchains, vehicle-to-everything (V2X), the Internet of things, 5G, and beyond. Therefore, to maintain quality of service (QoS), accurate network resour...
Machine Learning Forecasting Neural Networks, Computer Big Data
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Emotion Analysis Method of Teaching Evaluation Texts Based on Deep Learning in Big Data Environment.

Computational intelligence and neuroscience May 9, 2022
Accurate emotion analysis of teaching evaluation texts can help teachers effectively improve the quality of education and teaching. In order to improve the precision and accuracy of emotion analysis, this paper proposes an emotion recognition and ana...
Emotions Reproducibility of Results Neural Networks, Computer Big Data Deep Learning
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Modern Learning from Big Data in Critical Care: Primum Non Nocere.

Neurocritical care May 5, 2022
Large and complex data sets are increasingly available for research in critical care. To analyze these data, researchers use techniques commonly referred to as statistical learning or machine learning (ML). The latter is known for large successes in ...
Critical Care Big Data Machine Learning Humans
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