AIMC Topic: Data Analysis

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microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation.

PloS one Nov 29, 2022
In biotechnology, cell growth is one of the most important properties for the characterization and optimization of microbial cultures. Novel live-cell imaging methods are leading to an ever better understanding of cell cultures and their development....
Data Management Data Analysis Workflow Deep Learning Software
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Application of Transformer Models to Landslide Susceptibility Mapping.

Sensors (Basel, Switzerland) Nov 23, 2022
Landslide susceptibility mapping (LSM) is of great significance for the identification and prevention of geological hazards. LSM is based on convolutional neural networks (CNNs); CNNs use fixed convolutional kernels, focus more on local information a...
Neural Networks, Computer Algorithms Electric Power Supplies Data Analysis Machine Learning
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Emerging Computational Methods in Mass Spectrometry Imaging.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Oct 17, 2022
Mass spectrometry imaging (MSI) is a powerful analytical technique that generates maps of hundreds of molecules in biological samples with high sensitivity and molecular specificity. Advanced MSI platforms with capability of high-spatial resolution a...
Mass Spectrometry Data Analysis Artificial Intelligence
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Higher Education Environment Monitoring and Quality Assessment Model Using Big Data Analysis and Deep Learning.

Journal of environmental and public health Oct 5, 2022
A university exists to help students develop their skills. The goal of university development is to raise the standard of personnel training, and the core component of university development is teaching quality. Whether the level of practical trainin...
Adult Humans Students Data Analysis Universities Deep Learning Big Data
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Botnet Attack Detection in IoT Using Machine Learning.

Computational intelligence and neuroscience Oct 4, 2022
There are an increasing number of Internet of Things (IoT) devices connected to the network these days, and due to the advancement in technology, the security threads and cyberattacks, such as botnets, are emerging and evolving rapidly with high-risk...
Logistic Models Software Data Analysis Machine Learning
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Research on Medical Big Data Analysis and Disease Prediction Method Based on Artificial Intelligence.

Computational and mathematical methods in medicine Sep 9, 2022
In recent years, the continuous development of big data, cloud services, Internet+, artificial intelligence, and other technologies has accelerated the improvement of data communication services in the traditional pharmaceutical industry. It plays a ...
Artificial Intelligence Humans Big Data Cloud Computing Data Analysis
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Database Oriented Big Data Analysis Engine Based on Deep Learning.

Computational intelligence and neuroscience Aug 31, 2022
In recent years, with the development of enterprises to the Internet, the demand for cloud database is also growing, especially how to capture data quickly and efficiently through the database. In order to improve the data structure at all levels in ...
Databases, Factual Data Analysis Big Data Deep Learning
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Big Data Analysis of Benign Interaction of Great Power Relations and New International Relations Based on Deep Learning.

Journal of environmental and public health Aug 22, 2022
The development of a new type of international relations is the advancement and improvement of diplomatic thinking among contemporary nations. It also serves as a crucial yardstick for assessing the future global pattern and the direction of order ch...
United States International Cooperation Internationality Data Analysis Deep Learning Humans
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A Neural Network Model for Color Element Data Analysis for Urban Spatial Environment.

Computational intelligence and neuroscience Aug 21, 2022
In this paper, a CNN model for color element data analysis of the urban spatial environment is constructed through an in-depth study of color element data analysis. This paper investigates a high-order structure formed by a few nodes; it proposes a m...
Data Analysis Algorithms Neural Networks, Computer Cluster Analysis Support Vector Machine
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A survey on gene expression data analysis using deep learning methods for cancer diagnosis.

Progress in biophysics and molecular biology Aug 19, 2022
Gene Expression Data is the biological data to extract meaningful hidden information from the gene dataset. This gene information is used for disease diagnosis especially in cancer treatment based on the variations in gene expression levels. DNA micr...
Neural Networks, Computer Deep Learning Gene Expression Data Analysis Neoplasms Gene Expression Profiling
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